Автор: Bateman H.  

Теги: mathematics   physics  

Год: 1953

Текст
                    Higher Transcendental Functions


CALIFORNIA INSTITUTE OF TECHNOLOGY BATEMAN MANUSCRIPT PROJECT A. Erd^lyi, Editor W. Magnus, F. Oberhettinger, F. G. Tricomi, Research Associates Higher Transcendental Functions, 3 volumes. Tables of Integral Transforms, 2 volumes.
HIGHER TRANSCENDENTAL FUNCTIONS Volume II Based, in part, on notes left by Harry Bateman Late Professor of Mathematics, Theoretical Physics, and Aeronautics at the California Institute of Technology and compiled by the Staff of the Bateman Manuscript Project Prepared at the California Institute of Technology under Contract No. N6onr-244 Task Order XIV with the Office of Naval Research Project Designation Number: NR 013-015 NEW YORK TORONTO LONDON McGRAW-HILL BOOK COMPANY, INC. 1953
HIGHER TRANSCENDENTAL FUNCTIONS, vol. II. COPYRIGHT, 1953, BY THE McGRAW-HILL BOOK COMPANY, INC. PRINTED IN THE UNITED STATES OF AMERICA All rights reserved except those granted to the United States Government. Otherwise, this book, or parts thereof, may not be reproduced in any form without permission of the publishers. Library of Congress Catalog Card Number: 53-5555 7 8 9 10 1112 13 HL 9 8 7 6 Copyright Renewed, 1981, by California Institute of Technology
This work is dedicated to the memory of HARRY BATEMAN as a tribute to the imagination which led him to undertake a project of this magnitude, and the scholarly dedication which inspired him to carry it so far toward completion.
STAFF OF THE BATEMAN MANUSCRIPT PROJECT Director Arthur Erdelyi Research Associates Wilhelm Magnus (1948-50) Fritz Oberhettinger (1948-51) Francesco G% Tricomi (1948-51) Research Assistants David Bertin (1951-52) W. B. Fulks (1949-50) A. R. Harvey (1948-49) D. L. Thomsen, Jr. (1950-51) Maria A, Weber (1949-51) E. L. Whitney (1948-49) Vari-typist Rosemarie Stampfel
FOREWORD The purpose and the history of these volumes were described in the prefatory material to vol, I. The present second volume contains chapters on Bessel functions and other particular confluent hyper geometric functions, on orthogonal polynomials and related matters, and on elliptic functions and integrals* The method of compilation was similar to that of the first volume. Of the chapters presented here, Magnus participated actively in the preparation of Chapters IX and XI, Oberhettinger of Chapter VII, and Tricomi of Chapters VIII, IX, X, and XIII* Since the final version of several of the later chapters in this volume was prepared after the author of the first draft left Pasadena, the editorial work was much more onerous, and in several cases the revised version differs considerably from the first draft. For Bessel functions we drew heavily on Watson's Treatise for a (comparatively) brief summary of the topics to be found there, while results obtained since the publication of Watson's book are presented in more detail. Functions of the parabolic cylinder are described fairly fully, those of the paraboloid of revolution only very briefly: a recent book by H. Buchholz {Die konfluente hypergeometrische Funktion, Springer-Verlag, 1953) gives full information on the latter functions. In the case of functions defined by integrals (error functions, exponential integral, and the like) we adopted (by no means unanimously) notations which are a compromise between the notations which seem the best ones from the mathematical point of view and those most convenient for the user of existing mathematical tables. In the chapters on orthogonal polynomials we summarized briefly some aspects of the general theory, using extensively Szego's book: mainly we presented the properties of the classical orthogonal polynomials, although we found it useful to include some of the less well-known polynomials, polynomials of a discrete variable, hyperspherical harmonics, and some biorthogonal systems of polynomials of several variables. The chapter on elliptic ix
X SPECIAL FUNCTIONS functions and integrals is comparatively brief but we hope that it will be found to contain most of the material frequently required when dealing with these functions. In particular, we have included more material on elliptic integrals of the third kind than is often found in presentations as brief as ours, and attempted to include practically everything that may be required in dealing with Lame functions or ellipsoidal wave functions. We hope that the tabular arrangement of many of the formulas of Chapter XIII will contribute to the usefulness of this chapter. As in the first volume, a list of references has been given at the end of each chapter. The length of this list varies with the subject in hand. In the case of elliptic functions and integrals we listed merely some of the newer books, and those memoirs or older books to which we explicitly refer. In cases where bibliographies are available, we give very few references to work covered in the bibliographies, and more numerous references to books and papers which have appeared since the publication of the bibliographies. At the end of the volume there is an Index of notations and a Subject index. Notations introduced in vol. I are often used here without further explanation. Their definition may be located by means of the Index of notations appended to voL I. The system of references is the same as in vol. !• In the text, references to literature state the name of the author followed by the year of publication, more details being given in the list of references at the end of the chapter. Equations within the same section are referred to simply by number, equations in other sections by the number of the equation. Chapters are numbered consecutively, Chapters I to VI being in voh I, Chapters VII to XIII in the present volume. Thus 3,7(27) refers to equation (27) in section 3,7 and will be found on p. 159 of vol. I, while 9*7(12) is on p. 144 of the present volume. Since the editor had less assistance in the preparation of this volume than in the preparation of vol. I,errors and mistakes are more likely to be prevalent here. Suggestions for improvement and corrections will be gratefully received. A. ERDELYI
CONTENTS FOREWORD ix CHAPTER VII BESSEL FUNCTIONS FIRST PART: THEORY 7.1. Introduction 1 7.2. Bessel's differential equation 3 7.2.1. Bess el functions of general order 3 7.2.2. Modified Bessel functions of general order 5 7.2.3. Kelvin's function and related functions 6 7.2.4. Bessel functions of integer order 6 7.2.5. Modified Bessel functions of integer order 9 7.2.6. Spherical Bessel functions 9 7.2.7. Products of Bessel functions 10 7.2.8. Miscellaneous results 11 7.3. Integral representations 13 7.3.1. Bessel coefficients 13 7.3.2. Integral representations of the Poisson type 14 7.3.3. Representations by loop integrals 15 7.3.4. Schlafli's, Gubler's, Sonine's and related integrals representations 17 7.3.5. Sommerfeld's integrals 19 7.3.6. Barnes' integrals 21 7.3.7. Airy's integrals 22 7.4. Asymptotic expansions 22 7.4.1. Large variable 23 7.4.2. Large order 24 7.4.3. Transitional regions 28 7.4.4. Uniform asymptotic expansions 30 7.5. Related functions 31 7.5.1. Neumann's and related polynomials 32 7.5.2. Lommel's polynomials 34 xi
Xll SPECIAL FUNCTIONS 7.5.3. Anger-Weber functions 35 7.5.4. Struves* functions 37 7.5.5. Lommel's functions 40 7.5.6. Some other notations and related functions 42 7.6. Addition theorems ................ 43 7.6.1. Gegenbauer's addition theorem 43 7.6.2. Graf's addition theorem 44 7.7. Integral formulas 45 7.7.1. Indefinite integrals 45 7.7.2. Finite integrals 45 7.7.3. Infinite integrals with exponential functions 48 7.7.4. The discontinuous integral of Weber and Schafheitlin 51 7.7.5. Sonine and Gegenbauer's integrals and generalizations 52 7.7.6. Macdonald's and Nicholson's formulas 53 7.7.7. Integrals with respect to order 54 7.8. Relations between Bessel and Legendre functions ... 55 7.9. Zeros of the Bessel functions 57 7.10. Series and integral representations of arbitrary functions 63 7.10.1. Neumann's series 63 7.10.2. Kapteyn series 66 7.10.3. Schlomilch series 68 7.10.4. Fourier-Bessel and Dini series 70 7.10.5. Integral representations of arbitrary functions 73 SECOND PART: FORMULAS 7.11. Elementary relations and miscellaneous formulas ... 78 7.12. Integral representations 81 7.13. Asymptotic expansions 85 7.13.1. Large variable 85 7.13.2. Large order 86 7.1393. Transitional regions 88 7.13.4. Uniform asymptotic expansions 89 7.14. Integral formulas 89 7.14.1. Finite integrals 89 7.14.2. Infinite integrals 91 7.15. Series of Bessel functions 98 References 106
CONTENTS xm CHAPTER VIII FUNCTIONS OF THE PARABOLIC CYLINDER AND OF THE PARABOLOID OF REVOLUTION Introduction 115 PARABOLIC CYLINDER FUNCTIONS Definitions and elementary properties 116 Integral representations and integrals 119 Asymptotic expansions 122 Representation of functions in terms of the D (x). . . 123 1. Series 123 2. Representation by integrals with respect to the parameter 124 Zeros and descriptive properties 126 FUNCTIONS OF THE PARABOLOID OF REVOLUTION The solutions of a particular confluent hypergeometric equation 126 Integrals and series involving functions of the paraboloid of revolution .............. 128 References 131 CHAPTER IX THE INCOMPLETE GAMMA FUNCTIONS AND RELATED FUNCTIONS Introduction 133 THE INCOMPLETE GAMMA FUNCTIONS Definitions and elementary properties 134 1. The case of integer a 136 Integral representations and integral formulas .... 137 Series 138 Asymptotic representations 140 Zeros and descriptive properties 141 SPECIAL INCOMPLETE GAMMA FUNCTIONS The exponential and logarithmic integral 143
xiv SPECIAL FUNCTIONS 9.8. Sine and cosine integrals ♦ ♦ 145 9.9. The error functions 147 9.10. Fresnel integrals and generalizations 149 References 152 CHAPTER X ORTHOGONAL POLYNOMIALS 10.1. Systems of orthogonal functions 153 10.2. The approximation problem - 156 10.3. General properties of orthogonal polynomials .... 157 10.4. Mechanical quadrature 160 10.5. Continued fractions 162 10*6* The classical polynomials 163 10.7. General properties of the classical orthogonal polynomials 166 10.8. Jacobi polynomials 168 10.9. Gegenbauer polynomials 174 10.10. Legendre polynomials 178 10.11. Tchebichef polynomials 183 10.12. Laguerre polynomials 188 10*13* Hermite polynomials 192 10.14. Asymptotic behavior of Jacobi* Gegenbauer and Legendre polynomials 196 10.15. Asymptotic behavior of Laguerre and Hermite polynomials 199 10.16. Zeros of Jacobi and related polynomials 202 10.17. Zeros of Laguerre and Hermite polynomials 204 10.18. Inequalities for the classical polynomials 205 10.19. Expansion problems 209 10.20. Examples of expansions 212 10.22. Some classes of orthogonal polynomials 217 10.22. Orthogonal polynomials of a discrete variable ... 221 10*23. Tchebichef's polynomials of a discrete variable and their generalizations 223 10.24. Krawtchouk's and related polynomials 224 10.25. Charlier's polynomials 226 References 228
CONTENTS xv CHAPTER XT SPHERICAL AND IJYPERSPHERICAL HARMONIC POLYNOMIALS ILL Preliminaries 232 LL.l.L. Vectors 232 11.1.2. Gegenbauer polynomials 235 11.2. Harmonic polynomials 237 11.3 Surface harmonics 240 11.4. The addition theorem 242 1L5. The case p = 1, h(n9 p)= 2n+ 1 248 11.5.1. A generating function for surface harmonics in the three-dimensional case 248 11.5.2; MaxweIPs theory of poles 251 11.6. The casep = 2, h(n9 p) = U + l)2 253 11 „7. The transformation formula for spherical harmonics . 256 11.8. The polynomials of Bermite-Kampe, de Feriet .... 259 References 262 CHAPTER XII ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 12.1. Introduction 264 12.2. General properties of orthogonal polynomials in two variables 265 12.3. Further properties of orthogonal polynomials in two variables 268 ORTHOGONAL POLYNOMIALS IN THE TRIANGLE 12.4. AppelPs polynomials 269 ORTHOGONAL POLYNOMIALS IN CIRCLE AND SPHERE 12.5. The polynomials V 273 12.6* The polynomials U 277 12.7. Expansion problems and further investigations . . . 280 HERMITE POLYNOMIALS OF SEVERAL VARIABLES 12.8. Definition of the Hermite polynomials 283
XVI SPECIAL FUNCTIONS 12.9. Basic properties of Hermite polynomials 289 12.10. Further investigations 289 References 292 CHAPTER XIII ELLIPTIC FUNCTIONS AND INTEGRALS 13.1. Introduction 294 PART ONE: ELLIPTIC INTEGRALS 13.2. Elliptic integrals 295 13.3. Reduction of elliptic integrals 296 13.4. Periods and singularities of elliptic integrals . . . 302 13.5. Reduction of G (x) to normal form 304 13.6. Evaluation of Legendre's elliptic integrals .... 308 13.7. Some further properties of Legendre's elliptic normal integrals 314 13.8. Complete elliptic integrals 317 PART TOO: ELLIPTIC FUNCTIONS 13.9. Inversion of elliptic integrals 322 13.10. Doubly-periodic functions 323 13.11. General properties of elliptic functions 325 13.12. Weierstrass'functions 328 13.13. Further properties of Weierstrass'functions .... 331 13* 14. The expression of elliptic functions and elliptic integrals in terms of Weierstrass' functions .... 335 13.15. Descriptive properties and degenerate cases of Weierstrass' functions 338 13.16. Jacobian elliptic functions 340 13.17. Further properties of Jacobian elliptic functions • • 343 13.18. Descriptive properties and degenerate cases of Jacobi's elliptic functions 349 13.19. Theta functions 354 13.20. The expression of elliptic functions and elliptic integrals in terms of theta functions. The problem of inversion • 360 13.21. The transformation theory of elliptic functions . . . 365
CONTENTS xvii 13.22. Transformations of the first order 367 13.23. Transformations of the second order 371 13.24. Elliptic modular functions 374 13.25* Conformal mappings 376 References 382 SUBJECT INDEX 384 INDEX OF NOTATIONS 393
ERRATA HIGHER TRANSCENDENTAL FUNCTIONS, VOL. II. P. 21, equation (34): Insert the factor * on the left-hand side. P. 28, line 2: Read 7.13(34) instead of 7.1(34). P. 29, line 14: Read 7.13.2 instead of 7.3.2. P. 41, equation (82): The right-hand side should read rTy sin(v7r)[s0^(2)-vs_lv(2)]. P. 49, equation (17): Read rTVi instead of rrV\ instead of J on the first line, o 0 P. 91, equation (21): Insert z~] on the right-hand side, and read (2z) instead of (z). P. 95, equation (53): Read (t2 -y2)% instead of (*2-62)^,and (y2-*2)* instead of (62-*2)1*. P. 124, equation (2): Insert (cos t)v on the right-hand side. OO 00 P. 148, equation (18): Read 2 instead of £ . n= 1 n= 0 r °° r°° P. 149, equation (2): Read J instead of J P. 214, equation (11): Read (2m +3/2) instead of (2m + 3/4). P. 226, equation <6): Read ez instead of e~z. P. 312, line 11 up: Read Byrd instead of Bird.
CHAPTER VH BESSEL FUNCTIONS FIRST PART: THEORY 7.1. Introduction Bessel functions are probably the most frequently used higher transcendental functions. Broadly speaking they occur in connection with partial differential equations, usually when the variables are separated, or else in connection with certain definite integrals. We shall briefly describe both types of applications and will start with the latter. In 1770, Lagrange investigated the elliptic motion of a planet about the sun. Let a, b be the semi-major and semi-minor axes, of the elliptic orbit; write € = a"1 (a2 - b2)* for the eccentricity; also let r, M, E, be respectively, the radius vector, mean anomaly, and eccentric anomaly. The equations obtained by Lagrange are (1) Af = £-<rsin£, (2) t = a(l - e cosE) = adM/dE. They give rise to the expansions oo oo (3) sin£ = 2 Ansin(nM)i cosE = B + 2 Bncos(nM) 71 = t ° 71 = 1 in which Bessel, in 1819, expressed the coefficients in the form of integrals. For instance A n = (%77rc)~1 f0 cos£ cos(rc£ - Tie sinE) dE. By easy manipulations the integral occurring here can be expressed in terms of Bessel coefficients [compare 7y3(2)and the recurrence relations of 7.2(56)], and the first expansion (3) becomes (4) sin£ = (% e)"1 2 sin (nM) J (ne)/n. n= 1 n Similarly, the second expansion (3) can be transformed into oo (5) cos£ = — Vie + 2 2 cos (nM) J'(n€)/n. 1
2 SPECIAL FUNCTIONS 7.1 Later, in 1824, Bessel made the integral, see 7*3(2), the basis for the examination of the functions which now bear his name, Bessel functions occur most frequently in connection with differential equations. In Watson's monumental Treatise (Watson, 1944), which is the standard work on Bessel functions, the history of these functions is traced back to James Bernoulli (about 1700)t Since Euler (1764) and Poisson (1823) Bessel functions are associated most commonly with the partial differential equations of the potential, wave motion, or diffusion, in cylindrical or spherical polar coordinates. However, Bessel functions occasionally occur in connection with other differential equations or systems of coordinates. Let xy y, z be Cartesian coordinates, p9 <£, z, cylindrical coordinates, and r, 69 <£, spherical polar coordinates, determined by the equations (6) x = p cos <f>, y = p sin<£, z - z, (7) x - r sin 6 cos<£, y = r sin 8 sin <f>9 z = r cos #♦ In these coordinates we have (8) AF = F +F + F =F + p'] F + p'2 F. , + F , yvj/ xx yy zz pp ^ P <P<P zz F F F F (9) AF-F+2-E-+ —|2- + ctn0—2-+ —-^ , r rc r rd sin </> If solutions of the wave equation AF = k 2F = 0 in the form f(p) g (<£) h (z) or f(r) g(9) h(<f>) are sought, one obtains, in the respective cases, the ordinary differential equations for /, d2f df (10)—L+ p-*-L+(k2-a2-v2p-2)f=Q, dp dp (11) r~*££L + [k* - viv + 1) r"2] / = 0, dr in which a and v are separation constants. The general solutions of these equations are respectively: (12) f(p)=Zv[p(kz-a2)'A] (13) f(r) = r-y>Zv+,A(kr), where Z denotes any Bessel function, or a linear combination with constant coefficients of Bessel functions of order v% The wave equation, and its solutions in various systems of coordinates, can be used to give a physically plausible approach to the theory of Bessel functions (Weyrich, 1937% Spherical waves of frequency v9
7.2.1 BESSEL FUNCTIONS 3 wave length A, and wave number k - 2 n/ A, originating at a source (£, rj,^)9 may be described by the wave function ^-i e-i27r(vt-R/\) = /£-' e-i&?yt+M where R is the distance between the points (£, 77, £) and (x, y9 z). If the z-axis is covered with sources of uniform density and phase, the resulting wave motion may be obtained by superposition in the form (14) u = e-**" jrjei + (* -o^"A exP }^fp2 + (* - OzVA\ d£ where p2 = x2 + y29 and by\Huyghens' principle this function represents a cylindrical wave. With £ = z + p sinh r, equation (14) may be written as (15) u = e~i2n/t f°° e ^coshr^ thus leading to Sommerfeld's integral representation of the Bessel functions of the third kind. Notations: In this chapter we adhere to the notations used in Watson's Bessel functions. It may be worth while to mention a few notations which occur in the literature but are not used here. In Gray-Mathews, (1922, p. 25 and 23, respectively), two functions F (z) and G (z) are introduced by (16) Fv(t) - z-*" Jv(2z*), (17) Gv(z)~%iirHixJ(z). Jahnke-Emde (1945, p. 128) has (is) AvU) = r(v+i)(y2z)-vJv(z). In Whittaker-Watson (1946, p. 373),the modified Hankel function Kv(z) is defined by (19) Kv(z) = lAn[I_v(z) - £(*)] ctn(i^). This differs from our notation sec. 7.2(13). A function closely related to Neumann's^function Yv(z), 7.2(4),is denoted by ? v(z) (Watson, 1944, p. 63) or by Yv(z) (Gray-Mathews, 1922, p. 24): (20) Yv(z) = Yv{z) ~nYv (z) e ivrr sec (vn). For other notations of the "related" functions see sec. 7.5j6. 7.2. Bessel's differential equation 7.2.1. Bessel functions of general order Bessel functions are solutions of Bessel's differential equation
4 SPECIAL FUNCTIONS 7.2.1 / v i-7 ~ d2w dw ^ d ( dw\ dz dz dz \ dz J + (z2-v2)w = 0; v, z are unrestricted, but for the present we assume that v is not an integer. (For integer values of v see sec. 7.2 A •) The differential equation (1) is a limiting case of the hyper geometric differential equation (cf. Klein, 1933, p. 156); it has a singularity of the regular type at z = 0 and an irregular singularity at z = °o; all other points are ordinary points of the differential equation. The standard method of obtaining solutions of a linear differential equation in the neighborhood of a regular singularity (Whittaker-Watson, 1927, 10.3) leads to the solution (2) Jv(z) = S (-l)"&2)2"^/[m!r(m + i/+l)] m. = 0 and tJ_ jU). The first solution, Jv(z), is called the Bessel function of the first kind; z is the variable, v the order of the Bessel function. It is easily seen that the series for z v J (z) converges absolutely, and uniformly in any bounded domain of z and v. Equation (2) may be written as (3) Jv{z) = {%z)v 0F,(v+ l;-%z2)/r{v+ 1) = (%z)v e~iz xFx(v+lA;2v + 1; 2iz)/T{v + 1) by Kummer's relation, 6.3 (7). The linear combinations (4) Yv(z) = (aim*)"1 [</>) cos {vn) - J_v(z)], (5) H™{z) = Jv{z) + iYv(z) = [i sin Wn)]~' [J_VU) - Jjz) e~iV7T], (6) #<»(*) = Jv(z) - iYv(z) = (i sin wr)"1 [«?„(*) e ivTT - J_viz)] are likewise solutions of (1). Yv is called the Bessel function of the second kind or Neumann's function. H (^J and H i2) are the Bessel functions of the third kind, also called the first and second Rankel functions. From (5) and (6) we have (7) Jv{z)^yt[HtlJ{z)+H^(z)]t (8) Yv(z) = % [H<»(*) - H'« (*)]/i. From the definition it is seen that (9) tfi^-e^tf £»(*), HiJl(z)=e-i^Hlz)(z).
7.2.2 BESSEL FUNCTIONS 5 Also, if z denotes the complex number conjugate to z, and similarly for other quantities, we have do) 7/7) = J-G), YJz~) = y^G), H«Kz) = //12>U), H«Kz)=H«Hz). In particular, Jv and Yv are real if the order, v, is real and the variable z is positive. All the four Bessel functions are single-valued in thez-plane cut along the negative real axis from 0 to -<». For general v, they all have branch points at z - 0. The Bessel function of the first kind is clearly an entire function of v9 and later it will be seen that, with a suitable definition for integer v = n, the Bessel functions of the second and third kind are also entire functions of v% 7.2.2. Modified Bessel functions of general order If z is replaced by iz, Bessel's differential equation (1) becomes „ d2w dw (11) zz — + z U2 + v2)u> = 0. dzz d. z If v is not an integer (for integer values of v see sec. 7<2«5), J (iz) and J-V(iz) are two linearly independent solutions of (11), but more often the function (12) Iv(z) = e-iXv"Jv{zei'A7T)= f (V2z)2a+v/[m\r(m + u+l)] m. = 0 (Kz)v VAzYe-* = 2-2*-*z-* Af0fI/(2z)/r(i/+l) [compare 6*9(11)] and I_v(z) are used. They are known as the modified Bessel functions of the first kind and are real when v is real and z is positive. The function (13) Kv(zV- Y2 iKsini/ir)-1 [!_„(«) - !,(*)] = (W*)* ^v(22) [compare 6„9(l4)] is likewise a solution of (11). It is known as the modified Bessel function of the third kind or Basset's function (although the present definition is due to Macdonald). Clearly we have (14) K_Jz)=Kv(z), and from (12), (5) and (6) it follows that (15) Xv(«)=^£ireiX,w^I,(«ei5Jw)—K*ire-'Xvfffl»>Ue-i}«w),
6 SPECIAL FUNCTIONS 7.2.2 so that (16) Kv(zeilA") = y2ineiX™Hl}\zei") = -y2ine-iX™Hl2Hz)9 (17) H™(z)— — e-M^K^ze-M"). K (z) is real when v is real and z is positive. 7.2.3. Kelvin's function and related functions Kelvin's functions ber(*)and bei(x)(x real)are defined by the equation (18) ber(*) + i bei(x) = JQ(xe i%7r) = IQ(xe VArr). Extensions of this definition to Bessel functions of any order and complex z are given by the relations (19) berv(z)±l-beiv(z) = c7v(ze±i^), (20) k^v(z)±i\ieiv(z)^eTi%V7TKv(ze±iV^). Instead of (20) we may use (21) herv(z) + ;heiv(z) = R^ize™*) (22) herv(z) - i heiv(z) = ff J? (**"** *) so that (23) 2kerv(z)=-7rheiv(z); 2 keiv(z) = tt her^z). The functions ber^(z), beiv(z), kerv(z), keiv(z), herv(z), heiv(z) are real when v isrealandzisrealandpositive. (For details see McLachlan, 1934, pp. 119, 168.) 7.2.4. Bessel functions of integer order Bessel functions of the first kind of integer order are known as Bessel coefficients. If n is a positive integer, the first n — 1 terms in the infinite series defining J_ (z) vanish because of the poles of the gamma function in the denominator. The remaining gamma functions may be rewritten as factorials, and we have c/_n(z)= 1 (-lVOSz^-VtmUm-n)!], m = n or, with m = n + /, I = 0, 1, 2, • •. , (24) J (z) = (-l)nJ (z). This relation holds for all integers n.
7.2.4 BESSEL FUNCTIONS 7 Bessel coefficients are generated by the expansion of exp[%z (t — £~T)] in powers of t. To prove this we note that e%zt e-*z/t= f (%zt)i/u s (-y2zr})a\/m\, J= 0 ra = 0 and the coefficient of tn in this expansion is exactly J (z). This leads to the generating function expP/s z(*-r')]= 2 *nc/n(z), n = —oo or, replacing z by az and £ by t/a to the more general expression (25) exp[1/22U-a2rI)]= S (t/a)nJnUz) n = — oo = «70(a*) + 2 Jn(az) [(*/a)n + (-t/a)_rt] for the Bessel coefficients. With a = 1 and t = e1^ we obtain the formula of Jacobi-Anger (26) eizsin^ « 1 eirt* J (z) n = -oo n = e/ (z) + 2 2 e/rt (z) COS and with t = ie l<^ (27) e"cos^= I ^"e^^c/ U)-c70U) + 2 1 in J (2) cos (/* <£). If v is an integer, the right-hand sides of (4), (5), (6) appear in indeterminate form. However the limits of these right-hand sides as v -> n (integer) exist and may be taken as the definition of Bessel functions of the second and third kinds of integer order. Clearly it will be sufficient to evaluate Y (z)~ lim Yv(z) n =0, 1, 2, ..• , v-* n By L'Bospital's rule applied to (4) we obtain [dJ dJ 1 From (2) and 1.7(1) dJ oo .„ \b{v + m+\) (29) —v- = J (z) log 04 z ) - 2 (-1) » (K z) *+2» — = — dv v « = o m\Y(v + m + V)
8 SPECIAL FUNCTIONS 7.2.4 dJ^ \/)(-u + m + 1) (30)_^=_c7 (2)l0g(i/22)+ 2 (-D-CKz)^2"^- —, and from formulas 1.17(11) and 1.17(12) for m < n - 1, lim xfj{-v + m + l)/r(-v + m + 1) = (-1)""" (n - m - 1) ! , V -» n so that from (30) and (24) (—^ = (-Dn ~ JJz) log(K22) + "l (V2z)2m~n in-m-1) \/n + 2 (-!)■"" %*) 2m —n */»(to + 1 - ft) r(/7l + l-ra)/7l!j (For special values of 1/ in (29) see Mitra, 1925, Airey, 1935 a, and also Miiller, 1940.) With a new index of summation / = to — n, the infinite sum in this expression can be written as I (-l)ICi2)2l+n^(Z + l)/[Z !(/ + ")!], 1 = 0 and so we obtain (31) vYn(z) = 2Jn(Z)leg(y2z)-n:2} (H2)to""(n-m-l) \/m ! m = 0 -1 (-i)'(x-«)-«^0,^,;1);/,(<+1) »-i.2,3 1=0 I l(n + I) I which may be written as (32) 7TYn{z)=2[y+log(y2z)]Jn{z)-n2 (Hz)to""0»-m-l)|/m! Bl = 0 ■ a0 L 771 ! (/I + 77l) I J where we have used 1.7 (9) and put hn = 1~* + 2~* + ... +m-t m = 1, 2, 3, ... , AQ -0. If v - 0, it follows from (30) that the finite sum in (32) is to be omitted. Therefore, we have (33) * Y0(z) = 2 [y + logC/2*)]</„(*)-2 1 (-D-O^z)2" (m\rzhK, with the same meaning of A as in (32). It is to be noticed that according to (28)
7.2.6 BESSEL FUNCTIONS -a- \V± L (34) Y_»= lb, [cosM-' I -»-COS^)-J-»(z) = (-DnynU) ti = 1,2,3,.... With this definition of Y (z) and Y_ (2) and with the corresponding definition of Bessel functions of the third kind, all Bessel functions become entire functions of 1/. 7.2.5. Modified Bessel functions of integer order From (24) and (12) we have (35) InW = JW /i = l,2, 3, .... We therefore take In(z) and Kn(z)as a fundamental system of solutions of (11) where (36) K (z)= lim KJz)=(-l) V - 4L—- — J„, In a similar manner as in sec. 7.2*4 we obtain (37) K (2) = (-l)rt+' In(z) logOS*)+J< "i1(-l)''(1/22)2'''ft(ra",n'"1)! m = 0 ml + 1/2(-Dn 1 (^z)"*2" [^(n+m + l) + ^(m+l)]/[i»!(B + i»)!] * = 0 n = 1, 2, 3, ... . !In case n = 0 we have (38) KAz) =- I. (z)log(y2z)+ I (K*)2"1 0(m + l)/[(m!)2]. u m = 0 With the definition of Kv(z) completed in this manner, we have an entire function of v. 7.2.6. Spherical Bessel functions The Bessel functions and modified Bessel functions reduce to combinations of elementary functions if and only if v is half of an odd integer (Watson, 1944, 4.7 to 4.75). We shall express here K +1/ (z) for 7i = 0, 1, 2, ..., in terms of elementary functions. The corresponding expressions for the other Bessel functions follow from (16), (17), (7), and (8), and are recorded in sec. 7.11. When7i=0, 1,2, •• • , and v -n + % we have from 7.3 (16) -<*>-©" T (39) Kn+1/(*) = [— 1 "7" J^c-'(l + «/22)»«»A.
10 SPECIAL FUNCTIONS 7.2.6 Now the binomial expansion of (1 + xAt/z)n terminates and at once leads to the representation of K n+% (z) in finite terms in the form (40)K.+yW-f-^y.-. i (2,)-- TU+m + l) . n+/$ \2V - = ° mIFGi + 1-m) Using Hankel's symbol („, m) l(4v2-l)(4v2-32) ••• [4^2-(2m-D2]} m! = r(l/2 + v + m)/[m ITOi + v- m)], [compare 1,20(3)], this can be written as (41) Kb+x (z) = (W*)K e_z 2 U + & m) (22)"". m ~ 0 Hence, for instance if n = 0, we have (42) Kx(z) = (W*)x e"z. From (42) and also 7W11(22) we obtain the representation For the other types of Bessel functions see formulas 7,11 (l)to7.11 (13). Bessel functions whose order is half of an odd integer often occur in connection with spherical waves, and in this context Sommerfeld's notation, (44) ^.U) = (W*)X </,+„(*), (45) <r„("(Z)=(Wz)K#<Vz), (46) <r(^z) = (W^#<Vz), is often used. Sometimes ift (z) denotes a slightly different function (Watson, 1944, 3.41). For a class of polynomials connected with the spherical Bessel functions compare Krall and Frink(l949) and Burchnall, (1951). 7.2.7, Products of Bessel functions In order to obtain an expression for the product J (az) J (/3z) of two Bessel functions in the form of a series of ascending powers of z we use (2) and Cauchy's rule for the multiplication of power series. Thus the coefficient of (-l)m (l/2 azV (l/2j3z)v (l/2az)2m is found to be 2 (B/a^/ln ! r(i/ + n + 1) (m - n)! T(/z + m - n + 1)]. n=0
7.2.8 BESSEL FUNCTIONS 11 This may be expressed as a terminating hypergeometric series by means of formulas 1 «2 (3), 1 <20 (5), and 2.1 (2) and leads to the expansion (47) r(v+ 1) J(pz) JAaz) = Maz^MfizV M I (-!)• Maz)2' « = o/n!r(/z+ /71 + 1) ,Ft(-/w, - fi-m; v+ 1; 02 a"2), This expansion simplifies when /3 = a, because then the hypergeometric series may be summed by Gauss's formula 2.1 (14), so that (48) J (2) J (2)= 7, . v M „^o /n!r(/x + /w + l)r(v + /n + l)r(v + /x + m + l) In the notation of generalized hypergeometric series (49) r(i/+i)r(p + \)Jv{z)j^{z) « (VzzY^ 2F3Oi + Jiv + fa, 1 + Hv + y2fi; 1 + v, 1 + /x, 1 + v+ fi; -z2). From (48) we easily deduce the expansion v n^o » !r(2v + w + l) 7.2.8. Miscellaneous results Differentiation formulas and recurrence relations follow. From (2) we find that (50)4-[^>)] = 2v 2 H)"(y22)2fl+v"VU!ru + v)] = ^J1(2), (5D^-[z-vj (z)] = z-v f (-i)m (1/22)2m+l,"V[(/n-i) iru + v + i)] and hence by repeated differentiation (53)f—\ b"v^W]-(-l)--""-^+.W m-1,2,3 V Z</z J From (50) and (51) it is obvious that (54) zJ'v(z) + vJv(z)=zJv_y{z\
12 SPECIAL FUNCTIONS 7.2.8 (55) zJl(z)-vJv{z)=-zJv+l(z) and hence (56) c7v.l"U) + c7v+l(2)-2i/2-1 J», (57) c/I/.lU)-c7I/+IU) = 2c7;U). By virtue of (4), (5), (6) the same relations are valid for Bessel functions of the second and third kind* Relations (12), (13), and the previous results give similar fonnulas for the modified Bessel functions. For these see sec, 7.11. From the recurrence relations the following inequality (Szasz, 1950) may be derived Wv(x)]2 - Jy^ (x) c/v+1 (x) >{y + I)"1 Wv{x)Y v > 0, x real. WRONSKIANS The Wronskian of two solutions w} and w2 of (1) is a constant multiple of exp [ - J z~} dz\. (58) W{w}, w2\ = w^w'z -w2w\ =Cz-\ The constant C can be computed from the first terms of the series expansions of the solutions involved. If we take wf = Jv(z)9w 2 = J-V(z) we find from the series (2) that lim zW = - (2i/)/[T(l - i/) HI + i/)] =- 2ir"! sin (vjt) = C, z -> 0 and therefore we have (59) W[Jv, J_V)=-2UZ)-' sin (mi). If v is an integer, this Wronskian vanishes, thus confirming the result of sec. 7.2,4 about the linear dependence of Jn and J_n. For other Wronskians of Bessel functions or modified Bessel functions see sec. 7.11. From (59) and (54) it follows that (60) J.y+| (z) Jv(z) + J_v(z) Jv_} (z) = 2(nzri sin M. For other similar formulas see sec. 7.11. ANALYTIC CONTINUATION The Bessel function of the first kind of variable ze m7r where m js any integer, may be expressed by (2) as (61) J^ze^^-e^^J^z) m = ±l, ±2, ±3, ... . For the corresponding relations for the othertypes of Bessel functions see sec. 7.11.
7.3 BESSEL FUNCTIONS 13 DIFFERENTIAL EQUATIONS A large class of differential equations whose solutions may be expressed in terms of Bessel functions has been obtained by Lommel. One of Lommel's transformations is where £ is the independent variable and v the new dependent variable. This tranformations carries (1) into (62) C j£- + (1 - 2a> C yj + UyO1 + («2 - S y2)] v = o. If w} (z) and w2 (z) are any two linearly independent solutions of Bessel's equation, the general solution of (62) is (63) v^Cw^O and v2=Caw2(p£y). For other differential equations whose solutions can be expressed in terms of Bessel functions see Kamke(1948, p« 440). The general solution of the inhomogeneous Bessel equation „ d2w dw (64) z2 r + z + {z2-v2)w=f{z) dz dz may be obtained by the method of variation of parameters in the form (65) w =Aw}(z) + Bw2(z) + u(z) where w (z) and w (z) are two linearly independent solutions of the homogeneous equation (1), u(z) is a particular solution of (64) defined by (66) Cu(z) =- w (z) J* r} w2(t) f(t) dt + w2(z) J* t~] w^{t) f(t)dt 0 0 and C is the constant in the Wronskian of if and w [cf. (58)]. The functions J' (z) and azJ1 (z) + bJ (z) satisfy the following differential equations respectively, (67) z2(z2 - v2) ^- + z (z2 - Zv2)^- + [{z2-v2)2 - (z2+ v2)] w = 0, dz dz (68) z2 [a2 (z2 - v2) + b2] -J?--z[a2(z2 + v2)-b2]-^- dz dz + [a2(z2 - v2)2 + 2abz2 + b2{z2 - v2)] w = 0. 7.3. Integral representations 7.3.1. Bessel coefficients If Cauchy's theorem of residues is applied to 7.2(25) we obtain
14 SPECIAL FUNCTIONS 7.3.1 (1) 2m Jn(az) = an j£rn"! exp [V2 z {t - a2 t'*)] dt n = 0, 1, 2, ... . C is any simple closed contour in the Nplane around the origin. If in (1) we put a = 1 and choose C to be the unit circle around the origin, t = e l<^, we have (2) 2n Jn(z) = Jo27re £Usin *-»*>d0 = 2 J^ cos (2 sin <f> - n <f>) d <f> n = 0, 1, 2, ... . This is Bessel's representation. 7,3.2. Integral representations of the Poisson type For general v we have Poisson's integral representation [for a generalization of this formula see 7.8(11)] (3) r(i/+ J5) «/„(*) = 2tT* (%zV J ^cosC* sin <f>) (cos tf)*'^ Re v > - & This result may be proved by expanding cos(z sin <f>) into a series of powers of z and integrating term by term. In this process one encounters the integral /^(sin^)2* (cos eft2* d <h o which is found to be equal to y2 r(v + i/2) ru + y2)/ru + * + d by virtue of 1.5(19)« Therefore, we have r(i/ + x)r(in + X) r(i/+J4)c7,» = ir"x(JiOv S (-1)"* 2m « = o (2/n) ! T(v + m + 1) Using the duplication formula from 1.2(15) of the gamma function for (2/n)! = r (2/n + 1) and remembering also 7-2(2) the result (3) is established. Slight modifications of (3) are given in sec. 7.12. jPoisson's integral, in the form of 7.12(6), may be used to derive an inequality for Jv(z). Let v be real, v > - % and z = x + iy (x, y real); then we obtain r(v+1)|Jiz)]<c «r*0£|i|)w/"V*(costf)2"^ and by virtue of 1.5 (19) (4) :\Jv{z)\£ \%z\v e^/T{v+V) [see also 7.10(22)].
7.3.3 BESSEL FUNCTIONS 15 7.3.3. Representations by loop integrals Bessel functions for unrestricted values of the order v may be represented as loop integrals. Let a be a complex number with Re a > 0; then we have the representation (5) 2in JvU2)=ZvJ"_^+,exp[K2aU-Z2r,)]r1'-1 dt = (^/2)''/<0+,exp[a(^-^^^r,)]^I'-, it — oo Rea>0, |arg£|<7T. Here the symbol, J_ denotes, as usual, integration along a contour which starts at infinity on the negative real Naxis, encircles the origin counter-clockwise, and returns to its starting point• Clearly (5) is an extension of (1), for the integrand in (5) is one-valued, and the loop may be deformed into a closed contour around the origin, if v is an integer. To prove (5), we use the expansion exp[-az2/(4*)]= 1 (-1)" i}/Aaz2Y t~m/ml m = 0 in (5) and integrate term by term. From 1.6 (6) we obtain -*— oo Therefore, we have Jl0+) exp[at-V4azzt-']rv-'dt — oo = 2m(y2z)-v 1 (-1)" {Xaz)'m+v/\jnirbn + v+l)l m = 0 and using 7,2(2) this establishes (5). The corresponding loop integral for the other types of Bessel functions may be obtained using formulas 7,2(4) to 7.2(6) and formulas 7.2(12) and 7.2(13). For these see McLachlan and Meyers (1937). When Re v > — 1 and a is real and positive, the contour in (5) may be deformed into one parallel to the imaginary axis, leading to (6) 2niJ (az)^zvJc\iPOe%a^-z2r')rv-%dt NO R . -, 7 vv Jc-ioo c,a>0, Ke v > -1, HANKEL'S REPRESENTATIONS Generalizations of Poisson's integral (3) were given by Hankel. The first of these is (7) 2mjv(z) = Tr-xr(y2-v)(y2Zy /"♦•-'-^"'(t2-!)"-* a,
16 SPECIAL FUNCTIONS 7.3.3 v + Y2 not a negative integer. The path of integration is the figure eight indicated in the diagram below. The initial amplitude of (t - 1) and (t + 1) at the point of intersection with the positive real axis on the right-hand side of t = 1 is zero. To prove (7) we replace the original contour by the dotted one. If we assume that Re {v + Yz) > 0 and make the radii of the circlesaround ± 1 tend to zero, then we obtain J (t+'-t~) eizt(<t2_ l)V-% dt = 2i cosM^e^a^2)^ it Re v>-V2. If the integral on the right-hand side is expressed by 7.12(7), we obtain (7). By the theory of analytic continuation the restriction Re v*>— % may be omitted as long as v + % is not a positive integer. Another representation [for a related expression compare 7#8(13)] is (8) 2m Jv(z) = 7T~'A T(% + v)ei3™<%z)~v xJ<",*8,,+J»*<*8-l)-"-** v + Vi^ 0, - 1, - 2, ... , S<arg/<277 + 8, - 8< argz <tt- 8. The path of integration is indicated in the figure below, -1 /// / / I / / / / / / / /It f ' 1 / \ t- plane
7.3.4 BESSEL FUNCTIONS 17 and the initial and final values of arg t are taken to be S and 2n + 5. To prove (8) we take the contour to lie outside the unit circle. Then we have r(x+v)(t2-irw-5J= I r(K + i> + m)r2i'-2"-7ra!. m = 0 We insert this in (8) and integrate term by term. Then from 1.6(6) with ^ze'^^we obtain J(o+) r2v-2*-i ei*tdtTS2niz2v+2m e"i377(x,+tt)/T(2v+2/Ti + l) - 5 < arg z < n - 5. Thus we have v « = o m!r(2m + 2v+l) Using the duplication formula from 1,2(15) for the gamma function, (8) is established. 7.3.4. Schlafli's, Gubler's, Sonine's and related integral representations From the results of sec. 7«3«3 a number of representations in the form of definite integrals may be obtained. SCHLAFLI'S REPRESENTATIONS In (5) we interchange a and z, put a = 1, and deform the loop into a path consisting of the real axis from — °o to — 1 (arg t - —n)9 the unit circle in the positive sense around the origin (— 77 < arg t < n), and the real axis from —1 to — °° (arg t - 77). The result is Schlafli's representation (9) n J (*)- J77 cos (z sin<£ - v<f>) d<f> - sin(w) J°°e'^^^^dp 0 0 Re z > 0. It still holds in case Re 2=0 provided that Re v > 0. Formula (9) reduces to (2) in case v is an integer. Also 7.2(4) and (9) admit a similar expression for Neumann's function (10) u Y(z) = F sin (z sin* - vt) dt - f x(evt+e~vt cos vn) <TIsinh *dt Re 2 >0. [For the first integral on the right-hand side of (9) and (10) compare 7.5(32).] Generalizations of (9) and (10) are given in formulas 7J2( 17) and 7.12(18). GUBLER'S REPRESENTATIONS From (8) another representation for J (z)maybe derivedby specializing
18 SPECIAL FUNCTIONS 7.3.4 the contour. i-plane 1 1 t 1 1 ( , - + J \ r ^ _ s 1 1 1 k. 1 A'- 1 1 We choose 5 = Ym and deform the contour into the dotted line. If Re v <V2 and the radii of the circles around ± 1 tend to zero, we obtain the result (11) r(yi-V)Jv(z)=2n-1A(y2zmS* (l-t2rv-'A cos (zt-vn)dt ~sm(v7T)jaa(l + tz)-v~'Ae-ztdt] Re2>0, Re v < Y2. 0 This formula corresponds to Poisson's integral (3)t If in (12) vis replaced by — v and this is combined with (3) and also 7.2(4), the corresponding expression for Neumann's function is (12) r(v+1/2)yv(2) = 2^(1/22)v[J1 (l-*2)*-Ksin(**)ifc ^S°°e'zta+tz)^y2dt] Rez>0, Re v>-V2. By introducing Struve's function 7.5(78) in (12) we have (13) [Hv(2)-yv(2)]r(v+1/2)=2^(1/22)vJo°0e-2Hl + ^2)v^^ Re 2 >0. Now in (8) we take 5=0 and as a path of integration the dotted line. Replacing z by ze l^rr and v by -v we obtain, as we suppose Re v > -% (n order that the radii of the indentations around t = ±1 may tend to zero, (14) I.v(2)=^"3/2r(1/2-i,)(^2)v[sin(2W)J100e^^2-l)^^^ + cos(i/ir) f1 ezt(\-t2)v~%dt] Rev>-1/2, Re 2 >0. Hence and by the aid of formulas 7.2(13), 7.2 (12), and 7.2(14) we obtain the result (15) T(v+V2)Kv{z) = n*(y2z)v j~ e-«{t2 -l)v-v> dt Rei/>-y2, Re z >0.
7.3.5 BESSEL FUNCTIONS 19 Hence, with t — 1 = v/z, we have (16) Hi/+ «)«(*) = &«/*)* e"1/00 e-"vv-*A (1 +W*)""* dv v o |argz|.<77, Re v>~\^ or more generally piS (17) r(i/+JflK(z).(W*)* e~*r e"'*v~* (\ + Kt/z)v'* dt o Re v > - JJ, |g| < i^ 5 - 77.< arg z < 8 + 77. 7.3.5. Sommerfeld's integrals If we evaluate Je lz cos r e ^(r"^7r) rfr taken along the rectilinear contours c t (from - l/2rr + ioo to %/r — ioo) and c2 (from % tt — j.oo to 3y2?r + i.oo) (cf. figure), a = 0-7r j6 a = 0 a = 0 + 27r *- a a=77-0 a=27r-0
20 SPECIAL FUNCTIONS 7.3.5 we find from (9), (10), 7.2(5) and 7.2(6) that (18) irff™(*)=£ eizcosreij/(T'^dT9 (19) 77#(2>U)=£ e"COSTe£v(T^77)rfr, both integrals being convergent for Re z > 0. The contour cy may be replaced by a contour Cy from -rj + i°° to 77 - i°°, where 77 is a suitable number between 0 and 77. With the notations <& = arg2, a = Re r, /3=Imr, r = a + £/3, it is easy to verify that Re (i'z cos /3) is represented asymptotically by - \z\ cosh/3 sin($ + a)for large /3. The upper or lower sign is to be taken according as /3 <0. Therefore the integrand of (18) vanishes exponentially as r -> 00 in the shaded part of the r-plane. We may replace c } by C as long as—77 < <& < Y277 or - Y277 <Q < n - 77 according as 0 < 7/ < Y277 or % 77 < 7/ < 77 • Thus we have (20) 7r#(t)(z)= T ei2Cosre£v(r-^77)rfr and similarly (21) 77H{jKz)= Jc e^osTgivd-^)^ 2 C2 being a contour from 7/ — i«> to 2 77 — 77 + J°°. The integrals are convergent for (22) -7/<$ = arg2 <tt- 77, 0 < 77 < tt, and by the theory of analytic continuation this is the range of validity for (20) and (21). With these results it follows from 7.2(7) that (23) 2t7J(z) = J eizcosreiv{r^A7T)dr9 — 77 < arg 2 < 77 — 77, 0 ^< 77 < 7T, C3 being a contour from -77 + 1*00 to 2 77 - 77 + i«». Very often the contour integrals (24) 7rff^H2) = -iX.°l+i7762sinha~varfa, (25) 77H{2)(z) = i f°°~i7Te*sillha-vada, "V —00 (26) 2uJ (z)=-iJ°°+i'T e'aiBha-vada, 00-177 valid when |arg z\ < Yin, are used. They simply are deduced from (20), (21), and (23), respectively, taking 77 = Yi 77 and introducing the substitution t = Yi 77 + i a.
7.3.6 BESSEL FUNCTIONS 21 SPECIAL CASES We choose 77 = 0, take the contours Cy and C2 to be rectilinear, and obtain Heine's expressions (27) 7rfl")U) = -l-e-^V7rJ°°e"<:osht e~vtdt 0 < arg z < n, (28) 7rHl2)(z) = 2ieiy>V7T[£ ei2COsht cosh {vt-ivir)dt - i jj7 e~"cos* cos (PL) dt] 0 < arg z < m If we take 77-77" and C,, C£ to be rectilinear, we obtain (29) irfl"}(2)— 2ie^i^^[JO°e-"C0shtcosh(v^ + iV7r)^ v 0 + ije i2COS * cos (vt) dt] - 77 < arg z < 0, 0 (30) 77/^2)U) = iV*™£V*eo*te-,'*<fc - n< arg z .< 0. From (27) to (30) we obtain respectively using 7.2(7) (31) 7rJ7(2) = e^V77[J77e-"cos*cos(v^)c/^sin(w) jVvtf£l cosh *efe] v 0 0 0 < arg z < 77, (32) irJvU)-c"£Xw[J^c"°"*cos(i/0*-ain(wr) Jj° e"vt'izco&ht dt] - 7T < arg z < 0. In (27) let e *= v/a; then we have (33) n Hl'Kaz) = -if^^ av J" eilAzi^aZ /v) v'v~' dv Im 2 > 0, Im (az z) > 0. 7.3.6. Barnes' integrals A representation of the Bessel function of the first kind as a Mellin- Barnes integral (see 1.19) is (34) 4tt1V,U) = Jc+i°° (1/2^pr(1^ + 1/2s)/r(l + 1/2^1/2s)rfs c~i°o 5C€ erfa4-a' * > 0, -Rev<c<l, and may be proved by evaluating the integral in terms of the residue of the integrand or applying Mellin's inversion formula to 7.7(19). If the restriction - Re v < c < 1 is removed, the integral still makes sense, but it need not represent a Bessel function. We put (35) 4irf j Ax) =5 (Xxr*mv + y2s)/ra + y2v-y2s) ds v'm a-ioo x>0, o<l, -2m-Re v<a<-(2m- 1) - Re v, m = 1, 2, ....
22 SPECIAL FUNCTIONS 7.3.6 the integral being taken along a line parallel to the imaginary axis. The evaluation of the integral in terms of the residues of the integrand gives 4irJ,BU) = 4ircM*)-4ir» 2 (-l)n -_ri . (Kxy*2* v'm v n-o nir(i/+n+D We define for arbitrary complex values of z and v (36) J (*)- 2 (-l)"(KZ)v+2B/[n!r(v+n+l)] m-1,2,3 and call this the cut Bessel function of the first kind. From (33) we have (38)-^- [*-"^>)]--*-,'«U,.<*). 7.3.7. Aiiy's integrals Airy's formulas, (39) J"°° cos (tz + 3j*) <fe = U/3)x X 1/3(2*3/*) * > 0, (40) /e°coflfr3-3to)&--ir/3*x [J}/3 (2x3/2) +J_}/3 (2*V2)] * > 0, can be proved as follows. In (39) we substitute t = 2x*sinh yv. Since 4(sinh r/3)3 + 3 sinhte/3) = sinh v we obtain J°° cos (*3 + Ztx) dt » 2x^/3 J°° cos (2*3/2sinh v) cosh (v/3) rfwf 0 0 and using 7•12(25) this establishes (39)* To prove (40) we express the right-hand side of (39) by means of its power series [see 7,2(12) and 7.2(13)] and obtain f °°cos(*3 + 3tx) dt = 1/3 77 „ 3m oo 3m X A * i n-1/3 +*+ D x A =0 ... . A v-*,- . ... ^ ., -5.0 T(l/3 + m + 1) m ! Here we replace * by - x and using 7,2(2) we obtain (40). For generalizations of the formulas (39) and (40) see Watson (1944, pp. 320-324). 7.4. Asymptotic expansions The asymptotic behavior of Bessel functions is different according as
7.4.1 BESSEL FUNCTIONS 23 the order v9 the variable z, or both of these quantities increase indefinitely. The power series expansions of 7.2(2) are asymptotic expansions when z is fixed and v -> «>. It is comparatively easy to derive asymptotic expansions for the case that v is fixed and z -> 00; when both v and z are large, the investigation becomes much more involved. 7.4.1. Large variable We shall derive here the asymptotic expansion of the modified Bessel function of the third kind, Kv(z). The corresponding expansions of other Bessel functions may be obtained by means of formulas 7,2(16), 7,2(17), and 7.2(8); the results are given in sec. 7.13 .1. We start with the integral representation 7.3(17), r(v+y2)Kv(z) = (y27T/zYA e~* fo°°el e^t^m^t/zy^dt, ReV>-1/2, \8\<Y27T9 8-7T<aigZ<8+7T9 substitute the binomial expansion with remainder term, ^„ m\r(v+y2-m) M (D — 0 and use 1.1(6) obtaining (1) *„(,)-«./,)*.- TY r!Vrf+v} 1 {2z)" +*«1 L» = o mir(v+lA-m) "J -37r/2<argz <3tt/2, where the remainder is given by (2) (M-i)\r(v+y2-M)RM = (22)-" fie-Hv-**"it /o' (l-v)u-m + V2vt/z)v-,A-Mdv. It is easy to see that for any fixed v with Re v > -%, RM = 0(\z\~M)9 z-><*>, -37r/2 + e< argz <37r/2-e, e>0. By a more careful discussion of (2) it may be shown that the modulus of the remainder in (1) is less than the modulus of the first neglected term (m = M) if v is real, 'M > v - V2 > -1, and Re z > 0 (MacRobert 1947, p. 272; Watson, 1944, p. 207) and that the remainder is approximately equal to half of the first neglected term when v and z are both real and 2z - M + Y2 is small in comparison with z (compare Burnett, 1929)* Airey ( see 1937), modified (1) so as to obtain a much closer approximation suitable for numerical computation to high accuracy. Using Hankel's symbol 1.20(3) (3) („, m)--^ 1(4 v2-l2) - [4,2 - (2m-l)2]} = ™*V*m\ , ml mil v/z + v-m)
24 SPECIAL "FUNCTIONS 7.4.2 the asymptotic expansion may conveniently be written as (4) «„(*)-(W*)*e"*[ "i\v, m)(2Z)-"+0(|Z|-*)] m. = 0 - 3 n/2 < arg z < 3 tt/2. Since only i/ appears in the definition of (y, m\ the restriction Re v>-Vi may be omitted. 7.4.2. Large order The first reliable investigation of Bessel functions with large variable and order was carried out by Debye (1909) by means of the method of steepest descents. This method is based on the following consideration (Copson, 1935, p. 330; Watson, 1944, p. 235). Suppose a function F (z) is given in the form (5) F(z) = Jce-*f^g(a)da where C is a contour in the complex a-plane joining two zeros of e~zf(a\ In many cases it is possible to choose C so that it passes through a zero aQ of f' (a) and that the imaginary part of f(a) is constant along C. Thus we have f' {aQ) = 0 and (6) Im [f(a)] = constant = Im [/"(«<,)] along C so that Re [jf (z)] changes as rapidly as possible when a traverses C For large z, the modulus of the integrand has a sharp maximum at aQ and only that part of C which is in the immediate neighborhood of a will give a significant contribution to the contour integral (5). For the sake of simplicity we assume that both order and variable are positive and put (7) z=x>0, V=p>0. Moreover, we shall assume that the quantity vQ determined by (8) sinhi;o = p/*, cosh vQ = (1 + p2/x2YA, vQ>0 is fixed as p, x -* <». We shall discuss K (x) only; the corresponding expansions of other Bessel functions are listed in sec. 7.13 .2. An integral representation for K (x) of the form (5) is immediately obtained from 7.2(15) and Sommerfeld's expression 7.3(20) in the form (9) Kp(x)=y2iJce-XC<*aeiPada=y2ifce-*f^da where (10) f(a) = cos a - ip a/x.
7.4.2 BESSEL FUNCTIONS 25 According to the results in sec. 7 «3«5, the contour C starts at — 77 + /00, ends at7/—ioo jwhere 0^ 77 .<, n9 and lies entirely within the strip —77 <, Re a<i 77. of the complex a-plane. The condition / (a) = 0 leads to (11) sin a = — ip/x = - i sinh i>0 , and this equation has an infinite number of solutions (12) a =s-£t;n +2irm m = 0, ± 1, ± 2 From these only aQ lies within the strip — 77 < Re a < 77. Hence we have (13) a^-Hogl*-1 &)+(p2 + *2)*]}=-*i70 and from (10) (14) f(a0) « cosh vQ - vQ sinh 17 0 . The condition (6) shows that the path of steepest descent is the imaginary axis, and from (9) with a = iv we obtain (15) K (x) = y2J°0 e'xCos]iv+Pvdv = y2J°°e'x^v)dv9 p — 00 —00 where g(v) - cosh v — v sinh v . The substitution (16) r =g(v) - g(v0) = cosh v - cosh vQ — (v — vQ) sinh v maps the v -plane on the r-plane. The mapping is conformal except at the points i;=i;+ 2nim where dr/dv has a simple zero. Thus (17) GM-du/dr-fe'k)]-1 may be represented in a neighborhood of r = 0 in the form (18) 0>(r)= 2 6 r*»-\ n= 1 n and this expansion is convergent up to the next singular point r, which corresponds to v = 17 ± 2 m. As 17 increases from — <» to 17 , the variable r decreases from ©o to 0; and as 17 continues to increase from 17 to <*>, the variable t increases from 0 to oo. We shall determine the coefficients b in (18) so that we may take arg t — 2 77 on the former, and arg r = 0 on the latter part of the path of integration. Then we have (19) Kb) = y2e~Xf(Vo) J"~ e~" [*(r) - 4(re i270] dr.
26 SPECIAL FUNCTIONS 7.4.2 Here we use (18) and apply Watson's lemma (Copson, 1935, p. 218) to obtain the desired asymptotic expansion (20) K(x)-e'ZflVo) ["£ i^.^rfc+W + OU-*^]. F n= 0 The coefficients in (18) are obtained by Cauchy's theorem (21) 4iti&b = Jr%n 4>(r) dr = J \g(v) -g{v0)Y%n dv, the last integral being taken around a small closed contour encircling v = vQ once in the positive direction. Since [g(v) — g(*0]""n has a pple of order 2n + 1 at v = v we may represent (v - ^0)2n + 1 [g(v) — g(^0)]~n as a Taylor series. We then have (22) k-"0)2n+' fe(»)-g(»„)]■""*- 2 4 {,n) („-i;0)Z Z = o On the other hand, Cauchy's theorem gives (23) 2i» A <n, = / (v-v0Vn-l[g(v) - g(vo)]-n~'A dv, taken around a closed contour encircling v = v . A comparison between (21) and (23) gives for the coefficients in (20), m l» = *<'-2S)!&b--,!,"kM-e''-rrf}„, We thus obtain the asymptotic expansion (25) K (*) = 2"* (p2 + **)"* expt - (p2 + *2)'/2 + p sinh"1 (p/x)] m = 0 where x [ 2 2" a r(m + »(p2+^T^+OU-*)] P,x>0, a = 2*"™ (l+pV*2)X+X" 6, +1 • 01 * C.HI T I The first few coefficients in (25) are (26) a0 = l, a,=-i+-!-(l+*7p2r\ o zA
7.4.2 BESSEL FUNCTIONS 27 a = — (1 + *Vp2)"' + (1 + *7p2)'2. 2 128 576 3456 ^ A similar expansion derived by the method of the stationary phase was given by Jt Bijl (1937, p# 23)t He gives the following result valid f or p > xl/i > 1. (27) |£p(x)-2-*(p2+*2)-*exp[-(p2+*2)*+p sinh-'(pA)] x "l 2" d r(i» + J0(p2 + *2)-*"/(2iii)!| n = 0 <Cw'2M(p2^x2)^exp[-(p2^x2yA^psmh^(p/x)]9 where w - px~" or (p2 + x2)* p~!/3 according asp<#^or>*^. For the coefficients in (27) there exists the recurrence relation / TO- l\ # . with ^0= 1, d t =J2 = 0. Here I J is interpreted as zero and the sum is formed over all I for which to — / is odd and 0 < / < m — 3. From (28) it follows that (29) </0=l, J2 = 0, dA = -(p2 + x2YA, J6=10p2-(p2 + *2)*, J8 = 56p2 + 35(p2+*2)-(p2 + *2)^ and d1o=-2l00p2(p2 + A;a)+246p2 + 2l0(p2 + A;2)-(p2 + A;2)^. The corresponding expansions for J (x) and H^\x) are obtained ina similar manner from Sommerfeld's expressions shown in 7.3(20) and 7.3(23) by the method of steepest descents (compare Debye, 1909;Watson, 1944, p. 235; Weyrich, 1937, p. 49)« (For a discussion of the paths of steepest descents for various cases see Emde, 1937, 1939, and Emde and Ruhle, 1934.) Different cases are to be distinguished according as p is larger, less or in the neighborhood of x% They are listed in formulas 7*13(11) to 7. 13 (16). Formulas for the upper bound of the remainder of the expansions 7*13(11) and 7.13(14) respectively, and recurrence relations for the coefficients have been given by Meijer (1933, p. 108), and Van Veen (1927, p. 27), respectively. Recently (compare Schobe, 1948) two different asymptotic expansions for the second Hankel function have been derived from the contour integral of 7.3 (25) • The terms of Schobe's series are not elementary functions as in Debye's series shownin 7.13(11) and 7. 13(13) but involve the
28 SPECIAL FUNCTIONS 7.4.2 second Hankel function of the orders 1/3 and -2/3. The first term is just Nicholson's formula 7.13 (27) and Watson's formula 7.3 (34) respectively. See erwWl 7.4.3. Transitional regions The asymptotic expansions 7.13 (11), 7.13 (13)and 7.13 (15)for#(u(*), valid in case x > p, x < p and x nearly equal to p respectively, do not cover all possibilities since the restriction x — p = 0(x)/3) has to be imposed in the last case. In the transitional region, that is when p/x is nearly equal to 1 while \x — p\ is large, other formulas have to be used. These have been given by Nicholson (Watson, 1<H4, p. 248); Watson (1944, p. 249); Schobe (1948); Tricomi (1949). Nicholson's formulas for integer order n of the Bessel function of the first kind are (30) Jn(x) ~ n-< 3-"« (£/*)'/3 K,„(£). (31) J>) - 3"2/3(#*),/3 [Jf/,(f) + J.V3(Ol according as x < n or x > n and [For the Yn (x) see 7.13 (24) and 7.13 (26).] Th ese formulas were derived by means of the principle of the stationary phase (Watson, 1944, p. 229). For this purpose we start with the integral representation 7.3(2) (33) ftJn(#) = f cos(nc/) - x sin<£) dcf>. o The phase is stationary where d/dcf>{ncf> — x sin0) = 0 or cos <jy-n/x% Since n is supposed to be nearly equal to x, <$> is small, and in the neighborhood of the stationary point we may replace sin 0 by 0 - 03/6. Thus 7rJn(x) ~ J^ cos[x<£3/6 -U - n)<j>\d4> ~ J cos[*<£3A> - ix - n) 0] dcf>. This is Airy's integral 7.3 (39) and 7.3(40) respectively, according as x < n or x > n and the desired results (30), (31) are established. This method of deriving Nicholson's formula is a questionable one; moreover the range of validity and the order of magnitude of the error cannot be determined. [A rigorous theory of the method of the stationary phase has been given by van der Corput (1934, 1936). This method was applied by J. Bijl (1937) to derive asymptotic expansions for the Bessel functions.]
7.4.4 BESSEL FUNCTIONS 29 WATSON'S FORMULAS A more precise fonn of Nicholson's formula was given by Watson (1944, p. 250) (34) ei7r/* Hi2)(x) = 3~1A we'ip{w ~w 3/3 -t**"1") xJ^V>3/3)+0(p-f). Here the order p is not restricted to be an integer, and we have (35) w-(*2/p2-l)*, where arg to = 0 for x > p and arg w = Vitt for x < p. The corresponding formulas for J (x) and Y (x) are listed in formulas 7,13(28) to 7.13(31)t In case x is nearly equal to p, w can be replaced by (%p) (x - p) [arg(x — p)^ = 0 or Vnr for x > p or x < p respectively], and Nicholson's formulas (30), (31) are obtained* From his asymptotic expansion, Schobe (1948) derives the result (see end of sec, 7.3.2), CCt trt^W\ -2/2 (36) ei7T/*H[2pHx) = ru* [— ' (±)"° (2..J-) t=- Mxi-Hix-p)**, 3 and arg (x — p) V2 equal to 0 or 3 tt/2 according as x > p or x < p. Another formula was given by Tricomi (1949). The results are (37) u Jp \p + (p/6),/3 t] = (6/p),/3 A , {t) - l/(10p) [3t2 A\ {$) + 2tAt (t)] +0{p-5/% (38) nYp[p+ (p/6),/3 t] = (6/p),/3 A2(t) + l/(10p) [3i2 ^ (t) + 2t A2(t)] + 0(p-5/3). Here, A f (t) and /I 2 (0 denote the functions (39) At(t) = n/% (t/3)* lc7_t/3 [2(f/3)3/2] + JT/3[2(i/3)3/2]S, (40) A2(t)- rr/3 tA \J_m [2(t/3)3/2] - J,/3 [2(i/3)3/2]} [see Airy's integral 7.3(40)]
30 SPECIAL FUNCTIONS 7.4.4 7.4.4. Uniform asymptotic expansions DIFFERENTIAL EQUATION METHODS The asymptotic formulas discussed so far have been obtained from integral representations for the Bessel functions mostly from Sommerfeld's formulas (see 7.3.5). Another approach uses the differential equation as its starting point. For the following we restrict ourselves to positive real values of both order p and argument x and transform the Bessel equation of 7.2(1) by the substitution x - pey. The resulting equation is (41) w"(y) + p2(e2y-l)w(y) = 0. The asymptotic behavior of solutions of differential equations of the form (42) w " (y) + [p z O2 (y) - K (y)] w (y) -0 in which p is a large parameter, has been investigated by several authors (Horn, 1899; Schlesinger, 1907; Birkhoff, 1908; Blumenthal, 1912 ; Jeffreys, 1925; Jordan, 1930% The basic principle is that approximately identical differential equations will have approximately identical solutions. In the work of earlier authors the comparison equation has a constant 4>, and therefore, all these methods fail in a region in which O (y) has a zero. In the case of the Bessel equation this failure occurs in the neighborhood of y = 0 or x = p. Langer (1931, 1932, 1934) used a comparison equation in which O(y) is essentially a suitable power of y and was thus able to cope with zeros (of any order) of 4>2(y). The solution of Langer's comparison equation may be expressed in terms of Bessel functions of order L/3. The application of Langer's results to (28) leads to the following asymptotic formula which is valid uniformly in 0 < x < <» (Langer, 1931, pp. 60-61). (43) eirr/*H{pznx) = w-y*(w-tan-] wYA x H\%{pw-p tan"1 w)+0{V-**) w = (x2/p2-l)X. For x > p, arg w and arg (w - tan"1 w) are equal to zero; for x < p, arg w is equal to %nf and arg(w - tan"1 w) is equal to 3^/2, [The results for J (x) and Yp (x) are listed in formulas 7.13 (32) to 7.13 (35).] For a comparison between numerical values of J (x) and those obtained by Langer's formula (43) see Fock (1934), and for an extension of (43) to complex p and x, see Langer (1932). In case of sufficiently small w (x nearly equal to p) w - tan"1 w may be replaced by w3/3 and Watson's formula (34) is obtained. The method of the "approximately identical" differential equations was also used by Cherry (1949, p. 121), to obtain uniform asymptotic
7.5 BESSEL FUNCTIONS 31 expansions for the Bessel functions. The differential equation for yXJAad-y*)*] IS d2w (44) + w |^-p2 + (y-2-l)( ly-<-Iy-2 + a2-P2jj =0, duz where (45) u = tanh"1 J - y. Near y = 0, the coefficient of w in (44) can be developed in the form -p2 +— u2+ (a2 -p2 - 1/35) {Su)-*3 + P {a*3) 36 where P stands for a power series. Thus (44) is close to d2W f * 5 ,\ But according to formulas 7.2(62) and 7.2(63) a solution of (46) is (47) W = (Pu)XKU3(pu), and if (44) d2w (48) —— ■ du* with (49) /(u) = is written f t 4- u; 1- p * + 36 as 36 (y-2 -1! »/(«) )■■ -l)(±y--_i.y-.+a.-p.)f then, starting with the expression (47) in place of w on the right-handside of (48), we find the solution of (48) by an iterative procedure using the method of the variation of parameters. Further results may be found in Cherry (1949, 1950). 7.5. Related functions There are certain polynomials and functions which are either similar, or in some ways analogous, to Bessel functions or which occur in investigations connected with Bessel functions. These polynomials and functions are thoroughly discussed in Watson's book (1944, Chapters 9 and 10), Here we shall give only a very brief account of the basic properties of some of these functions. For more detailed information the reader may refer to Watson's book.
32 SPECIAL FUNCTIONS 7.5.1 7.5.1. Neumann's and related polynomials Neumann's polynomials 0 (z) are defined by the equation (i) (*-£)"' = 2 cnJM)on(z) n— 0 e0 = l, en = 2 if B>1, \£\<\z\, and are of importance in the theory of the expansion of an arbitrary analytic function f(z) as a series of the form f(z) = 2 anJnb)- n= 0 In order to obtain an explicit expression for 0 (z) we start with the identity (2) (*-£)"' = *"' S~e-'e'*''dx Re f/2 .< L 0 In 7.2(25) we put a = 1, replace z by £, £ — J~! by 2x/z, and obtain n= 0 This we substitute in (2), remark that term by term integration may be justified if \£/z\ < 1 and compare the results with (1), Thus we obtain Neumann's integral representation (3) 0,W = X *-"-' J°°\[x + (*2 + zzf]«+[x - (*2+z2)*]"j e"' dx 0 = Ji j" \[t + U2 + l)*]n + [t - (*2 + l)*]"" \ e~ztdt, where n > 0 and |S + arg z'| .< % 77. To exhibit the polynomial nature of 0 (z\ we substitute [(t2 + l)% ± t\» = 2F, (- K n, Kb; Ji; - *2) ± nt .F/K+Kb, J$-K»;3/2;-t2) in (3) and integrate term by term with the result that (5) 0ta + l(2)-Ji(n+Ji) > J-rOS*)"2-"1, or, after some algebra
7.5.1 BESSEL FUNCTIONS 33 <lAn (6) 0(z) = % 2 n(n-in-l) \{lAz)2sL'n'\/m ! n > 1. n m = 0 In particular we have (7) 0o(z).= z-\ C,(2) = 2-2, 02(2) = 2-'+42-3. Evidently 0 (z) is a polynomial in z"1 of degree n + 1. From (6) we have the following inequality (8) \OJz)\<: 2"-1re!|2rn-1exp(^|2|2) «>L Hence, and from 7«3 (4) it follows that the series n= 0 is absolutely convergent whenever the series 2 a (£/z)n is absolutely convergent. From the definition we have the relations (9) 0^z)=-0,(z), (10) 20'n{z)=0n_,{z)-0n+i(z) n>l, (11) (n - 1) 0n+, (z) + (n + 1) 0n_, (z) - 2r'(/i2 - 1) 0B(z) = 2nt~* (sin Ymn)2, (12) rcz 0n_, (z) - (n2 - 1) 0n{z) = (n - 1) z 0B' (z) + n (sin fen *)2, (13) kO (2)-(nz-l)0 (z) = -(n+ l)zO'(z) + n(sin W)2. tit i n n From these relations it follows that 0 (z) satisfies the differential n equation -» d2v dv (14) z2 + 3z — + (z2 + 1-rc2) v = z(cos ^tt)2 dz c/z + n (sin %rc 7r) . If C denotes any simple closed contour around the origin, then from (6) and 7,2(2) it follows that (15) J 0 (z)0 (z)dz = 0 m = n and m ^ n, (16) i J (z) 0 (z) dz = 0 m + n, (17) J Jn (z) On (z) dz = ni m>1
34 SPECIAL FUNCTIONS 7.5.1 For some purposes Schlafli's polynomial, (18) S0 (*) =0, Sn (z) = 2 (n - m - 1) ! (KzVn+**/m ! n £ 1, n = 0 may conveniently be used (Watson, 1944, Sections 9.3 -9.34). It is connected with "Neumann's polynomial by the relation (19) n S (z) = 2zO (z) - 2(cos Y2n n)2. n n The polynomials fi (z) defined by the expansion (20) (22-£2)-'= 2 eAJn{z)]2.QAz) \€\<:\*\, n = 0 have also been investigated by Neumann, (cf. Watson, 1944, Sections 9,4 and 9,41). Both of Neumann's polynomials have been generalized by Gegenbauer (Watson, 1944, Sections 9.2, 9.5). The defining expansions are <21)£7(*-0- 2 Anv{z)Jv+n{{) \£\<\z.\, n^ 0 ' (22) r+"/(«-0- ? Bmm„M J^W Jv^i€). 7.5.2. Lommers polynomials Through repeated application of the recurrence relation, see7«2(56), it follows that c7v+a may be expressed in the form (23) Jv+-W-JvC)Jl.fVU)-Jv.f(«)il..f.v+fU), where R is a polynomial of degree m in z"1; it is called Lommel's polynomial. Similarly we have (24) (-1)- J.v.Jz) = J^W*.>>+J^_,WJl._ffV+f <*). From (23), (24), and 7.11(33) we find that (25) R^M-Kmkinvn)-' Uv+K{z) J_v+Az) + (-l)"«7.v..WJv.f(«)]. Using the power series of 7.2(48) for the product of two Bessel functions we find from (25) after some reductions <K. V (-D* (m-n) !r(i/ + m-7i) nt x ..
7.5.3 BESSEL FUNCTIONS 35 = w , VAz)-" JAVi-Vim, - lAm; v, -m, l-v-m;-z2). r(w 3 Hence we can find that (27)RB(>) = (-l)"fiBi_v_„+I(2). Since the Bessel functions of the second kind satisfy the same recurrence relations 7.2(56), we obtain a relation analogous to (25) (28) yv+.(.)-yvu)R.iV(«)-y^Iu-)R..IiV+I(«). Hence, from (25) and 7.11(36) we have (29) «,,„(*)—K« [Yv+Jz)Jv_t(z)-Jv,m(z)Yv_,(z)]. Let n be an integer, m = 2n and v = Vm in (25)t Using (26) and 7.11 (5) we obtain (30) [Jn + , (Z)V + [e/_, (Z)V = [c/n+, (Z)]2 + [yn + , U)]2 , , . V (22)2--2n(2/i-:2m)!(2ra-m)! = 2(772)-' Z, — . m=o in! (ra - m)\ U -m)\ The recurrence and differentiation formulas satisfied by R may be obtained from (25)« For these formulas and also for the proof of Hurwitz's limit (31) lim [(X*)"+WR v+1(*)/r(i/+m+l)]-«T (z) see Watson (1944, sections 9.63, 9.65)« For other results see Mcdonald (1926). 7.5.3. Anger - Weber f unc dons Anger's function &v(.z) and Weber's function E^fz) are defined by integrals of the Bessel type (32) Jv(z)±iEv(z)=7r'i J\±i^'zsin^d<f>. Hence, from 7.3(9) and 7.3(10), respectively, follow the expressions (33) J (z)=e/ (z)+ tT1 sm(vn) f°° e-'^'-^dt v v 0 = c7 U)+ it"1 sinU) r *~ZV [f+U + vWn + v^dv 0 Re z > 0, (34) E (z) = -Y (z)-Tr-1 J°°(ev*+e-vtcos vn)e'taiAtdt = - *„(*) -=17-' /" e -" 1 [i> -K1 + v W + cos vjt[v + (1 + i;2)*]-* J(l + vz)-'A dv Re z > 0.
36 SPECIAL FUNCTIONS 7.5.3 From (33) is it evident that (35) JBUWB(*) * = 0, ±1, ±2 The expansion of the integrand of (32) in powers of z and terra by term integration by the aid of 1.5(29) lead to x v (-i)n(1/2Z)2n (36) J W = co.(5iMr) I -pT , t/ n/ , £ (-1)"(K2Z)2"+1 + BmUw) 2, ru + 3/2 + Mv)r(n + 3/2-y2.)' (37) E„(z) = s.in(W) 2, v „=0 ru + i + ^)r(n + i-w (-l)"^*)2"*1 (n + 3/2 + ^v) r (n + 3/2 - H i/) CONNECTIONS BETWEEN THE ANGER AND THE WEBER FUNCTIONS AND RECURRENCE RELATIONS From (33) and (34) we have (38) sinM Jv(z) = cos(w) E^U) - E_v(z), (39) sin (vn) Ev(z) = JLVU) - cos (vtt) J^U). If we differentiate (32), we obtain 2 Wv(z) + i E;U)] = tT1 Jj {e * C (v-D*-»**Lc< [(v+i»-«in*]j^ and hence using (32) again (40) 2J;U) = J^1U)^JV + 1U), (41) 2e;(z) = :ev_1U)-ei,+1(z). In a similar manner, from (32),we derive (42) J^, U) + Jv+1 (^) = 2i/z"j Jv(z) - 2(^)"1 sin (i/tt), (43) Ev_1(2) + Ev+1U) = 2v2~,Ev(2)-2(^2)~1 (1- cos vtt). From (33) and 7,2(1) we find that *"v(z) + z-' 3'v(z) + (\-vzz~2)3v(z) = tT' ^2 sind/ir) I — [(- z cosh t + v) e'z ainh *-"] cfc, Jo dt
7.5.4 BESSEL FUNCTIONS 37 and thus it is evident that (44) r(z) + z~] r (z) + (1 - vz z~2) Jv(z) = iT% z~2(z- v) sin (vtt\ From (44) and (39) we find that (45) E^z) + z~' E;(z) + (1 - v2 z"2) Ev(z) = - iT* Z~2 [z + V+ (z - v) COS {V7T)] ASYMPTOTIC EXPANSIONS The asymptotic expansion of J (z) and E (z) for large z and fixed v may easily be obtained by Watson's lemma. We substitute (46) [v +(1 + vzYAY (1 + *;T* = 2F, (H + H* lA -lAv;%;- v2) + vv 2F,(l + %v,l-%v; 3/2;-*;2) in (33) and (34) respectively, use 2.1(2), 1.1(5), and obtain (47) J (z) = J (z) + Or*)"' Binder) [ *£' (-1)" 22n (fc + lAv\(lA-V2v)nz- n= 0 + 0C|zr2*) + v *f (-l)"28»(l + Hi') (1-Hv) z~2n~' n= 0 + .I/0(|2|-2*-,)]t (48) Ev{z) = - yy(2) - (ir*)-' (1 + cos w) x [ *f '(-l)n 22n (V2 + >/2„) & -%v) z"2" + OCIil"2*)] -i/(frz-|)(l-cosw)[*2l(-l)"22"(l + Xi/) (1-Xi/) z"2""' n= 0 + 0(\z\-2M-% For the asymptotic expansion of Jv(z) and yv(z) in (47) and (48) respectively see 7.13(3) and 7.13(4)t The case of large \v\ and \z.\ is discussed in Watson (1944, p. 316). 7.5.4. Struve's functions Struve's function is defined by a representation similar to Poisson's integral 7.3(3) (49) r(v+ y2)Hv(z)=2^(1/2z)vJo1 (l-t2)*-* sin(zt)dt = 2iT* (%z)vJ 277sin(z cos <f>) (sin $)lv d$ Rev>^,
38 SPECIAL FUNCTIONS 7.5.4 From this expression it may be shown (Watson, 1944, p. 337) that H (x) is positive when x is positive and vl> %. If (49) is transformed into a loop integral, the restriction on v may be removed and we have (50) n(z)=-iira't Ti}A - v) (Mz)v J(1+> (t2 - I)*-* sinizt) dt vtl/2, 3/2, 5/2, .... A further representation follows from 7.2(12) (51) r{v + V2)[Hv{€Z)-Yv{€z)]*n-X M&v-'z* xrel/*e-"a + t2C*)V-*dt 0 )8 - % n < arg f .< jS + % n; ->£ir-/8.<args.<J£ir-/8. (For other integral representations cf. Meijer, 1935 a, p. 628, 744; 1939; 1940, p. 198, 366; Nielsen, 1904, p. 234). The modified Struve function is (52) LvU)=-^i^77Hi/Uei^) Hence we have from (49) (53) Lv(2) T(v + H) = 2*-* Oizy j'Ansinh (z cos <f>) (sin $)* dcj> From (51) we have (54) Ly(*) = I vU) - ^(^)V Jfd + ^)V^ ™ to) dt x>0, Rev<y2. A representation of H (z) as a series of ascending powers of z is obtained from (49) by expanding sin (z cos <fc) in powers of z (55) hv(z) = f (- iy (y2 z)"+2«+ V tr U + 3/2) r (* + m + 3/2)] JB = 0 = In'* (YtzV" , F2 (1; 3/2 + v, 3/2; - V*z2)/T(v + 3/2). Hence it is evident that (%z)~v Hv(z) is an entire function of v and z. Furthermore we have (56) Hv{zeim7T)^ei7T{v^u Ujz) m = 1, 2, 3, ... . From (52) we obtain (57) L (*)- I (Kz)v+1"+,/[T(m+3/2)r(»/ + m + a/2)] m= 0
7.5.4 BESSEL FUNCTIONS 39 = 2/T* (Kz)v" , F2 (1; 3/2 + i/, 3/2; % z 2)/T(i/ + 3/2). From (55) we easily obtain the differentiation formulas (58)— [zvBv(z)-] = zvBv_}(z), (59) — lz-vBv(z)] = 2"vn-*/r{v+S/2) - z~vBv^(z), Carrying out the differentiation on the left-hand sides of (58) and (59) and comparing the results we find that (60) Hv_,(z) + Hv+,(2) = 2.w-' Bv(z) + /T* (Ji*)7T(i/+ 3/2), (61) Hv_, (2) - Hv+, (z) = 2 H^U) - iT* (Ji *)7T (v + 3/2). From (58) and (59) it follows that the Strove function satisfies the differential equation (62) zzb;u) + z h;u) + u2-v2) hvu) - *-* (K*)v"l/r(i/+ jo. ASYMPTOTIC REPRESENTATIONS In (51) we put 2 » 1, expand (1 + t2 £~2)v"^ into a series of ascending powers of t9 integrate term by term and 'obtain for large £ and fixed v (63) h m = y m + ff-' "f' cru + XXXfr^+^'/r^ + Ji-m)] ■ = o + 0(|^|v-2*f-.) |apgf|.<fr. For the asymptotic expansion of Y (£) see 7.13(4)« Furthennore it may be proved that if v is real and £> 0, the remainder after M terms is of the same sign as, and numerically less than, the first neglected term, provided m + % - v > o. For the case of large |-i/| and \£\ see Watson (1944, p. 333). If v = n + % (n = 0, 1, 2, ... , ) , then (1 + t2 £-2)v~% in (51) is a polynomial, and we have (64) nn+K(£) = r„+*(£) + *" £ (K£r,"+"-*r(m + xyrGi + i-m). ^n+X ^ *s given ^y 7.11(2). Furthermore from (51) and (54) we obtain (65) a-ta+wW-(-l)^.+xW; L_{n+,)(2) = I+,(2) n - 0, 1, 2, ... • For n =0 we obtain from (64) — COS 2),
40 SPECIAL FUNCTIONS 7.5.4 When n is a positive integer we may deduce from (37) and (55) (Watson, 1944, p. 337) (66) BnU)'-it"1 1 r(m+l/2)(y2z)n-2a-*/T(n + 1/2-m)-En(z), St es 0 (67) B.n(z)«(-l)',+ lir-t 2 r(^~m-y2)(M^)"n+2m+,/r(/7i + 3/2) m = 0 -■-». For further results concerning Struve functions see Baudoux{1946)« 7.5.5. Lommers functions We consider the inhomogeneous Bessel differential equation dzw dw (68) zz-——+z—+(z*-v2)w = z»+\ dz d. z H, v being unrestricted constants. A solution of (68) is. Y (_l)«zM+1+2« (69) s„ (z) 'M,w «*o Kfi + I)2 - v2] [{fi + 3)2 - v2] • • • [in + 2m + l)2 - v2l u., y (-1)-(M*)2»+2n^ -x*-t-X)rogM + ^v + %] (ft - V + 1) (/i + V + 1) x , F2 (I; H/t - Kv + 3/2; if P + fcv + 3/2; - %z2). The solution (69) becomes nugatory when one of the numbers ft ± v is an odd integer. If the differential equation (68) is integrated by the method ofvariation of parameters and if that solution is determined which is approximately [(fi - v + 1) in + v + l)]-1 zM+1 for small z, one finds (70) s^Jz) = HfKsin™)-' [Jv(z) fo* z»J_v(z) dz-J_v(z) j\»Jv(z)dz] = X * [Yv(z) J* z» Jv(z) dz - Jy(z) Sj z» Y „(*) dz]. The two expressions in (70) for s v are identical when v is not an integer. When v is an integer, the former expression is not defined, but the latter is still valid. Another particular integral of (68) is (71) Su (z),, 1/W + [2^-,r(X|£-Xi/ + «)r(X|£+^+H)/aittMl
7.5.5 BESSEL FUNCTIONS 41 XICOS [%(/£- V) 77]c7_v(z)-COs[%(u+ V) 77] Jy(z)\ = s^v{z) + 2»-*r{v2iL-v2v + V2)r{v2iL + v2v + lA) x taints- v) it] Jy(z) - cos [5<(f£- i/) it] y^U)!. When either of the numbers ^ i v is an odd positive integer, S may be represented by the following terminating series in descending powers of z (cf. Watson, 1944, p. 347): (72) S^iz) = z*-* 11 - [(^ - I)2 - v2] z"2 + [(M - 1) * _ „*] [(p - 3)2 - V2] 2 -4 - . . • }. !In case /i + v or fi ^ v is an odd negative integer, s in undefined, but 5 v(z) approaches a limit (Watson, 1944, p. 348)* RECURRENCE RELATIONS From the definitions we have (74) S;(V(2) + (V*) s^U) = (M +-v- 1) »M_, (V_t (z), (75) s'^Jz) - {viz) Sflv{Z) -ifL-v-1) Vt >v+t (z), (76) (2.vA) «MiV(z) - (M + v- 1) Vt ,v-i (z> ~ tf-v- 1) Vt.v+t <z)' (77) 2S;v(2) = (M + v-l)VtiV_tU) + (M-v-l)Vt(V+t(Z). From (71) it follows that the same relations are valid if in (73) to (77) sfi,v^ is rePlaced *>y S^.y CO- SPECIAL CASES OF LOMMEL'S FUNCTIONS Several of the functions associated with Bessel functions can be expressed in terms of Lommel's functions, (78) 02n(2) = 2-'St>2n(z), O2n+t(z) = (2n+l)Z-'S0i2n+t(Z), (79) S2n(z)=4*S_,(2„(z), S2n+,(z) = 2S0(2n+t(z), (80) AZnv(z)=2vzv-<r{v + n){v+2n)S,_VtV+Zn{Z)/n\, <81) Ain+* ,„<*> * 2V+' zV"' T(v + « + 1) (v + 2« + 1) S_vv+2n+t (z)/n ! , (82) J, (z) = sin(vTr) s. „{z)/n- v sln(w7) s . (z), set e»W«t!
42 SPECIAL FUNCTIONS 7.5.5 (83) Ev(z) = -(1 + cosi/7t) s0fV(z)/it-v(l - cosvri) s_, v(z)/n, (84) Hv(z)=2,-v^svv(z)/r(v+y2) = Yv(z) + 2f-v'ir-* Svv(z)/r(^+ K). where the notations introduced in sec, 7,5 have been used. Young's function (1912) is (85) cv(t)= f (-i)^v+2vr^+2m + i) = z^^v.3/2>i/2(z)/r(^i). ASYMPTOTIC EXPANSION The series (72)diverges in general, but it can be shown (Watson, 1944, p. 351) to bean asymptotic expansion of S v(z) when \z\ is large and |argz|<77. INTEGRAL REPRESENTATIONS The integral representation (86) s^v(z) = 2^2z)^(1 ♦"♦^ros + y2/z-y2u) xCn J^d+A-v)(2 sin^ (sin^)^(f+v-^)(cos0)l,+^^ Re(v+/x+ 1)>0 may be verified by expansion in ascending powers of z. For further integral representations see formulas 7,12(48) to 7.12(52)andSzymanski (1935); Meijer (1935 a, 1938, 1939 a, 1940, pp. 198,366). Lommel has also investigated functions of two variables defined as (87) £/>,*) = I (-1)' W2)"+2« J (2), «= 0 (88) Vv (w, z) = cos (Y2w + 1/2Z2/w + 1/2V7t)+ U_v+2 (w, z). For the theory of these see Watson (1944, sections 16,5 to 16,59); see also Shastri (1938). 7.5.6. Some other notations and related functions In Nielsen's Handbuch der Theorie der ZyUnderfunktionen, some notations (for a list of those see Nielsen's book, p. 406) different from those introduced in sec, 7,5 are used. These notations are Zv(Z)=Hv(z), Vv(z)~Jv{z), nv(z) = -EvU),
7.-6.1 BESSEL FUNCTIONS 43 Furthermore the following functions are investigated there: IFU) = Y2[Jv(z) + JLV(*)1 XVU) « «[J„(*) - J^U)], ir*^)-*1' f"eizcOB<1>cos(v<f>)d<f>, 7TAv(z)=i'-vf"e "cos<* sin(v<f>)d<f>. The last two functions are generalizations of Hansen's integral see 7.12(2) for the Bessel coefficients. [See also fonnulas 7.12(40) to 7,12(45).] 7.6. Addition theorems There are two types of expansions of Bessel functions which are known as addition theorems. Roughly speaking, Gegenbauer's type is connected with the theory of spherical wave functions (in 2 v + 2 dimensions), while Graf's type is more nearly related to the theory of cylindrical waves. This description is not quite accurate, and the two types coincide when v = 0. As a matter of fact these two types are developed as two different generalizations of Neumann's addition theorem for J • 7.6*1. Gegenbauer's addition theorem Gegenbauer's addition theorem will be established for the modified Bessel function of the third kind, Kp(z)9 We put (1) u> = (z2 + Z2-2zZ cos^-KZ-w-^MZ-w*)]* and assume at first that z, Z, <£, are real and 0 < z < Z. With 2=1 and a * w in 7.12 (23) we have (2) w^Kv(w) = y2 f0°°exV[-t -(z2 + Z2-2zZ cos <f>)/t] Cv'x dt. If v £ 0, we use Sonine's expansion 7.10(5) expk"1 zZ cos<£] = [2t/(zZ)YT(v) I (v + n)Cvn(cos<f>)I.n(zZ/t), n~ 0 substitute in (2), and integrate term by term using here 7,7(37) in the process. Thus we obtain the addition theorem (for the Cv see sec. 3.15)» (3) w-vKv(w)^(y2zzrvr(v) x f {v+n)Cv (cost) I +n(2)£ (Z) n= 0 v£ 0,-1,-2, ... , z <Z.
44 SPECIAL FUNCTIONS 7.6.1 If we make v tend to zero, we obtain,using 3.15(14), (4) K0(w) = IQ(z)K0(z) + 2 2 In{z)K(Z)cosn$ z < Z. n — \ It follows from 7.2(12) and 7.2(13) that the series (3) converges like 2 C* (cos <£) (z/Z)n and therefore from 3.15(1) that (3) and (4) hold, provided that |ze±i<^|.< \Z\. The addition theorems for the other Bessel functions follow from (3) by means of 7.2(16), 7.2(17), 7.2(7), and 7.2(8).'Also see 7.15(28) to 7.15(32), 7.6.2. Graf's addition theorem Graf's addition formula (5) ^ I 7 zei* ) ' 3 J^ (Z) Jn(Z) ' "*. \ Li — ZC ^ J n = —oo where we have \ze±i(^\ <|Z|, it; = (z2 + Z2 - 2zZ cos <£)* = [(Z - ze**)(Z-ze **>)]* may be proved as follows. From 7,3 (5) we obtain (2.ri)«7 .(Z) J (*)***_ J""**' eKZ(*-*",)rw-,(ei*/*y,«7(2)A. — ooexp(-iy6) From 7,2 (25) we have (2irf) 2 Jv+n(Z) Jn(2)e^ n —— oo — ooexp(-iy6) Now we put (Z - ze~z<?) t = wv, (Z - ze lc?)/t = w/v and take thatvalue of the square root (1) which makes w -* + Z when z -* 0. We then may take the contour to start from and end at — °o exp {—id) where a = arg to. Thus we have (2wi) t Jv+n{Z)Jn(z)ein*~w-v(Z-ze-i'f>)v x / exp[lAw(v - t>~T)] f"17"1 rft>. — ooexp (— id) Using 7,3 (5) again we obtain (5). Formula (5) may be written in a slightly different manner, introducing an angle if* by means of the equations Z — z cos <£ = uj cos ^4, z sin cf> = iv sin ^i,
7.7.2 BESSEL FUNCTIONS 45 so that in case of real <£ and positive z, Z and w, if/ is the angle opposite to z in the triangle with the sides z, Z, w* We then have (6) eiv+Jv(w)- 1 c7v+n(Z) </„(*) e^ |^c±£*| <|Z| incase v£>0, ±lf ±2 For the other Bessel functions see formulas 7.15(33) to 7.15(36). A duplication formula for the Bessel function of the first kind and for the modified Hankel function in case the order is half an odd integer has been derived by Cooke (I930)t The results are (7) Jm+%(2z) = (-l)» n*m\zm+* x i (-iy(2m-2n+l)c7-.n+xU)c7.(B-n+5{j[z)/[ji!(2iii-ji + l)!]. K +1,(2z) = 7r %mlzn+% > / n+^ n+A n?0 n!(2m-n + l)! (8) For other similar formulas see Cooke (1930). 7.7. Integral formulas 7.7.1. Indefinite integrals From formulas 7.2(52) and 7.2(53), respectively, we have (1) Jzv+lJv(z)dz = zv+<Jv„(z), (2) Jz-v"Jv(z)dz—z-v+'Jv_i(z). From sec. 7.2(57) we obtain (3) fJv{z)dz = 2 **' Jv+2n+,(z) + J Jv+lm(z)dz m-1,2,3 •n — 0 Equations 7.2(4) to 7.2(6) show that (1) to (3) are valid for Y (z) and H]])(z), H{JHz). For similar formulas see 7.14(1) to 7.14(13). * 1.1.2. Finite integrals Many definite integrals involving Bessel functions are of the convolution type F *G(t)= ftF(v)G(t-v)dv Jo and may be evaluated by means of the convolution formula of the Laplace transform (Doetsch, 1937, p. 161; Widder, 1941, p. 84). According to
46 SPECIAL FUNCTIONS 7.7.2 this method if f(s)^J°° e'stF(t)dt^L\F\ o and g(s) = L IG}, then f(s) g(s) = L\F * Gl The formula is valid for example if L{F] and L \G\ are absolutely convergent. As an example we shall prove Sonine's second integral in this manner. With we have from (24) for Re pc > — 1 f^a,s) = L\F^a,t)}=2->J's-^ ex?(-%a2s^) 'Now we have y«. *) fv(P. «) = 2^+v+1 Ka2 + 0 *)*, *] and this leads to Sonine's integral = 2 a^^(«I + i8Ir«<1'+^l,Jv+/l+| U(a2 + 02)*] Re v > - 1, Re ii > - 1. Putting t = 1 and substituting r = (sin 0) 2 we obtain (4) J ^Sa s^n $) ^(i^ cos $) (s*n ^^+1 (cos 0 M ^ = a^^(a2 + /S2)-^^+,)Jv+M+1[(a2 + iS2)^ Rev>-1, Re/z>-l. A limiting case of (4) may be mentioned separately. If we divide both sides of (4) by fiv and let $ -> Q we obtain Sonine's first integral (5) S**Jp(a sin 0) (sin 6)^y (cos 0)^+1 <*0 - 2PT{p + 1) a^-' c7p+/i+1(a) Re p >- 1, Re p >- 1. Other formulas of the convolution type are (6) J"oVcyr)(i-r)"Jva-r)dr = <2»)-« -r(v + X)r(M+ M)*"^* Jv+M+K (*)/T(v + p. + 1) ReM'>-H, Rev>-%,
7.7.2 BESSEL FUNCTIONS 47 (see Hardy, 1921, p. 169) and (7) Jo'r-X J2>rK)(*-rr*cos[/3(*-r)*]rfr = nJv\Xt* [(a2 + /32)* + /3)l Jv\%tHU*+ /32)* *- 0]} Rei/>-K, which may be written as (8) J?"JZv&kO* sin 0] cos [(* - £) cos 0]rf0 = % n JJz) </,(£) Re i/>-& Formulas (6) and (7) result from the convolution theorem in connection with (17) and (23), (25) respectively. An integral formula involving Struve*s function, corresponding to Sonine's first integral (5), is (9) f*wB„ (z sin0)(sin0)M+1 (cos0)2^+1 dS 0 M = r(p + l)2"2-/'-,H/0+M+I(2) Rep>-1, ReM>-3/2, and may be established as follows. We expand the Strove function under the integral sign according to 7,5(55) and integrate term by term using 1.5(19). In many cases the representations 7,2(47) to 7,2(49) of a product of two Bessel functions as a power series may be used for the evaluation of integrals involving Bessel functions. For instance we have from 7.2(2) and 1.5(19) f*"jv{2z sin0)(sin0)v(cos0)2l'</0 1 y i-l)nzv*T(v+m + %)riv+%) 2 S.0 m!r(v + m+l)r(2v+»+l) = 2 and by 7.2(49) this leads to the result (10) J*" Jj2z am6)(Bin6)v(coad)tvde = MZ-v^r(I/+K)[c7v(2)]2 Rev>-X. Similarly we prove Neumann's formula (ID S*"Jv+a(2z coa6)coaitii-v)0\de-%nJJz)JU) Re(v+/z)>-l in the proof of which we use formulas 7.2(2), 1.5(19) and 7.2(49)t A generalization of Neumann's formula
48 SPECIAL FUNCTIONS 7.7.2 (12) TT&azrv&pz)-" JjLaz) Jv(fiz) Re(v + il) > -1, A = [2 cos 6(a2 e^+p2 a"*)]* may be proved as follows. We expand the Bessel function under the integral sign according to 7,2(2) and obtain ir(a*)"'*(/8*)-v«7M(aa)Jy(/8«) = 2 (-ir 2-" 2 -m _2« ; .T On + v + u + 1) x fXne *(»-v)kos6)m*v*'l("t ew+l32 e"*)" dd. But the integral is expressible as a hypergeometric function Fy compare 2.4(11)] and by 7.2(47) the truth of (12) is obvious. [For a related representation see 7.14 (60).] Another class of integral formulas may be derived from the addition theorem in sections 7.6 and 7.15. From 7.15(31) we have (13) ir[JB(x)]* = J Jo(2*sin0) cos(2n<£) d<f) n = 0, 1, 2, ... , or, more generally, if Z v denotes any Bessel function of the first, second, or third kind, we obtain from formulas 7.15(28), 7.15(29), and 3.15(17) (14) ^w-vZy(w) C* (cos<f>) (sin<f>)2vd<f> = 2^TU+2v) (2zy)-vZv^ (y) Jy^ (z)/[ml Hi/)] w = (z2 +yz-2zy cos<£)K, Re v>-% m = 0, 1,2, ... . For other formulas of a similar type see formulas 7.14(14) to 7.14(23) and Watson (1944, p. 373); Copson (1932); Rutgers (1941); B. N. Bose (1948); MacRobert (1947, p. 383). 7.73. Infinite integrals with exponential functions The formula (15) 2v+^a^j8"vy^+I/r^+l) f~JJLat>) Jv<$t)e'ytth** it Y ru + n + ^ + 2"0 "« = o wirk + m + i) x /, (-m, -p-m; i/+l; jS2 a"2) (-if a2 y"2)" Re(A + jx+y)>0, Re(y±ia±ijS)>0
7.7.3 BESSEL FUNCTIONS 49 may be proved by replacing the Bessel function product by its power series expansion 7,2(47), then integrating term by term, and also using 1,1 (5)t In some special cases the right-hand side of (15) reduces to simpler expressions. If,for example, we put A + v = p and let /3 tend to zero, we obtain Hankel's integral (16) (2y/aWr(/z + 1) J^° e-WJjiat) t^ it = r(M + P) 2ft(y2P + y2tl9 y2P + y2fl + y2; M+i; -a2 y~2) = r(M + p)(l + a2y'2rW^ x 2F} [KP + Km 1/2+1/2tL-l/2p;tL+l; az/Uz + y2)] Re(p + /z)>0, Re(y ±ia)>0. The second expression (16) is derived from the first one using the transformation formula of 2,10(6) for the hypergeometric function. From the second formula in (16) we see that if p = \l + 1 (17) {"e-TtJUt) t»dt = ** (2«)" H/i + X) (y2 + a1)-*"" 0 M 5tree«e*U> Re(2/»+l)>0, Re(y±ia)>0. If in (16) p = 1, we obtain from 2.8(4) (18) J"e-y* J (at) dt = a-Hy2 + «T* [(y2 + a2)* - yP 0 ^ Re fi>-l, Re(y ±ia)>0. Furthermore from the second expression in (16) with y = 0, using 2,1(14) we have (19) S"JAat) tp-y dt = 2P-< a-trMvi + Kp)/T(l + H#£-^p) 0 A1 -Re /z < Re p < 3/2, a > 0. In the same manner a number of similar integral formulas containing the square of the integration variable in the exponential function may be established. For example the relation (20) 2v+^+1 a-^jS-'y'+^rtiz+l) r J (at) J (fit) e^^ tK" dt -i 'o /x fi0 m\r(m + [jL + l) x zFy (-w, -p - m; i/+ 1; /32 a"*)(-X a2y~2)» Re(p + i/+ A) >0, Re y2>0 may be derived using the expression of 7,2(47) and integrating term by
50 SPECIAL FUNCTIONS 7.7.3 tenn* We shall now investigate some special cases in which (20) reduces to simpler expressions. Let j8 = a; then we obtain using 2.1(14) (21) J^J^iat) Jv(at) e-?*'2 l*"' it I>+l)r(i/ + l) Re(v+X+/z)>0, Rey2'>0. Let /3 tend to zero in (20). Then the expression on the right-hand side of (20) reduces to a confluent hypergeometric function, and we obtain with <v + A = 'p (22) T(ii + 1) J^JJiat) e^ ** *'"' it = Ky-0T(y1^ + %p)(1Aa/.y)ll}Fl(1At + y1p;t+\;-y4a*y-*) = %y-PT(Xtz + Kp) (H «/V)M exp(- Xa2 .y"2) x.^^p-Jip+lju+l^o'-y"8) Re y2 > 0, Re Qt + p) p> 0. Furthermore we have (23) J~J<at) e-?*'2 it-Un* y'% exp(-2~3 a2 y"2)X (2~9 a2 y"2) Rey2»0, Rett'>-1, (24) J0"JM(a*) e"yV ^+1 A = a^y2)^"1 exP(-^a2 y"2) Re/t->-l, Rey2>0, (25) J"" Jv(at) c7v(/30 e^2'2 «it = &y"2 expt-^y"2 («2 + /S2)] I^Acfiy-*) Rev>-1, Rey2>0. Formulas (23) and (24) originate from (22), and (25) from (20). A formula similar to (16) (26) r0$ + y) v'* (2/3)"v(a + /3)"+* J^V^t/Si) t»~% it = T(/i + v) r(/z-.v) 2F, [v+n,'V + y2; fi + X; (a- /3)/(a + /3)] =(2ara'-^(a+^)a'+^r(^ + v)r(^-I/) x 2F, (v +/z,/z; 2,v + 2^; 1 -/32/a2) Re(zt±.v)'>0, Re(a+/3)'>0
7.7.4 BESSEL FUNCTIONS 51 may be proved by inserting here 7.3(15) for K^ifii), interchanging the order of integration, and then using 2.12(5)* From (26) and 2,8(47) for a = 0 we have (27) J^Kv(pt)t^f dt = 2»-2p'»r{y2ti + Y2v)r(y2n-y2v) Re(/z±i/)>0, Re 0 > 0. Furthermore from (23) and 7.2(13) we obtain (28) f^ KJiat) e-V*** dt-Xir* y~* sec (Hfur) exp(2"3 a2/y2) x K^(2~* a2/y2) - 1< Re p < L Furthermore one may consult Shabde (1935); Mohan (1942, p. 171); Sinha (1942). 7.7.4. The discontinuous integral of Weber and Schafheitlin We shall now investigate the integral J JAat) Jvibt) t"p dt in which a, i, are positive real. It turns out that even when the integral converges for all positive a and b, its analytic expression is different, according as a is smaller, equal to, or larger than i. The results are (29) 2^i^^,r(M+i)r(1^+^v+y2p~K2/z) x /o°° J^(at) Jv{bt) t-f>dt = a^T (X + fcv+Xp-Xp) x AM + Xv+%iL-%p, 1/2 + 1/2fi-1/2v-1/2p; /z+1; a2/b2) Re (y + ii - A + 1) > 0, Re p > -1, 0 < a < £, with a corresponding expression for 0 < b < a [interchange a and b in (29)] and (y2q)^! r(p)r(Ky+%*+x-Xp) "2r(^+K2v-V+^p)r^+1^+^+Mr(K2+y2/x-y2v+^p) Re (i/ + /x + 1) > Re p > 0, a > 0. The proof of these results follows. We use (12) with a = a, jS = b, z = t in the integrand of (29),interchange the order of integration, evaluate the integral with respect to t by (19), and obtain J°°Jn(at)JJbt)rPdt rvAv+VivL-Vtp + Vi) = tT' aH bV tfv+Kn-Kp-* r«M + Hi/ + Hp + K) ^77 x (a2 e #+ £2 e^)^-1^-1^. But the integrand on the right-hand side is expressible as a hypergeo-
52 SPECIAL FUNCTIONS 7.7.4 metric function 2F} , compare 2,4(11), and we immediately obtain the expressions (29) and (30) according as b > a or b = a. In some special cases the hypergeometric function reduces to a simpler function. For instance the formulas 7.14(28) to 7.14(31) are derived from (29) and (30) by putting p = v = Yi% An integral related to the Weber-Schafheitlin integral but with one Bessel function replaced by a modified Bessel function of the third kind can likewise be expressed in terms of hypergeometric functions, but it has no discontinuity at a - 6. We obtain (31) 2^ av-?+*r(v+l) f~K^(at) Jv(pt) I"?dt Re(a±ij8)>0f Re(v-p+ 1 ±/*) > 0, by expanding JJ<f5t) in a power series of 7.2(2) and integrating term by term using (27)« Further integrals of a similar type are given in formulas 7.14(35) to 7.14(39)% Here formulas 7.14(35) and 7.14(36) are consequences of (31)t The other formulas were given by Dixon and Ferrar(1930)t 7.7.5. Sonine and Gegenbauer's integrals and generalizations Discontinuous integrals of a more general type than (29) to (30) have been investigated by Sonine and Gegenbauer. The integral (32) /°VU(tOcaa^ + zW^ + z2)-**^' it 0 p v = 0 a<6, Rei/>Re/£>-l, a>b, Re v>Re/*>-l, may be established by replacing the second Bessel function under the integral sign by using 7.3 (6), interchanging the order of integration, and using (24) and again 7.3 (6). Generalizations of (32) have been given by Bailey (1935 a), and by Gupta (1943% For instance according to Bailey, we have (33) ^JJbt)t^x fl Jv[an(t2 + zl)X]UUz2fV2Vndt = 0 6 >o, + a2 + •» +aB , Re(i^ + ••• + v^ + %m - V2) > Re /*>-l, (34) J°°JJbt)t^ 5 Jy [a^ + z^V + z^^dt n= 1 n = 2M-.^r(M) fl,-". Jv (Znan) b>a +a +••• + a , Re {v. + v + — + v + Vim + 3/2) > Re a > 0. 1 2 m I 2 * n
7.7.6 BESSEL FUNCTIONS 53 Another generalization of (32) is due to Sonine. To obtain this let us consider for a positive integer m and Re a > 0 the integral fc zP-< JJhiz* + <T2)*] (z* + <TT^(z2 -■:«*■)-•-' ff™ (az)dz, where C is a contour consisting of the upper semicircle \z\ = R and its diameter, with an indentation at z =0, When R approaches *>, and the indentation shrinks to a point, the contribution of the circular arcs in C vanishes if a > b9 Re (±v) < Re p < (2m + 4) + Re fi9 Expanding the integrand in ascending powers of (z 2-a2) we find that the residue at the pole z1 = a2 is -^ (-4-)" U^VJ*(«« + ^«.)K](a8+ ^^^ff^taa)!. m! \ada/ M 2" mi From Cauchy's residue theorem and 7,2(16) we find that (35) f"t*>-% JJbb1* £W*2+ £*)-X»(tz-a2r*-* x [H "Hat)-he i7r b-^H™(at)] dt mZl2-m(—)m \aP-*J t&(a2 + ^2)K](a2 + ^2)-^ffcl,(aa)I ml \adaj M v a >b, Re(±v) <Re p < 2m + 4 + Re p, Re(ta)<0, m = 0, 1,2,.... Similar formulas and special cases are listed in 7.14(46) to 7.14(59). 7.7.6. Macdonald's and Nicholson's formulas Representations of a product of Bessel functions as an infinite integral have been given by Macdonald and Nicholson. Macdonald's formula 06) f°° exP[-y2* - xr1 (z2 + z2)] Kv(zZ/t) r1 it = 2Kv(z) kv(d |argz.| < 77, |argZ|<77, |argU + Z)\ < % n is an immediate consequence of f2Iv(x)Kv(X) (37) /"exp[-at -**-• (*2 + x*)] ijxx/t)r1 dt = ^ [2Kv(x)Iv(X) according as X > x or X < x, We prove (37) for positive real x and ^ and obtain (36) for positive z, Z, by 7,2(13); the extension to complex z, Z, follows from the theory of analytic continuation. Putting a = x, /3 = X9 y2 = %£, in (25) we have (38) Iv(xX/t) = t exp[(*2 + *2)/(2*)] /o°° c^Cw) c^tft;) e~*'v* v dv.
54 SPECIAL FUNCTIONS 7.7.6 Inserting this into (37) we obtain r exP[-'/2* -'Xr1 (*2 + x2)] Uxx/t) r1 it = J"~ «T(xt;) JJXv) v dv j" e ~V* (1+v 2) it = 2j°°a + vz)-,J.(xv)J{Xv)vdv and using 7.14(57) this proves (37). Nicholson's formulas (39) KpL(z)Kv(z)=2 f^K^&z cosht)cosh[(ii-v)t]dt = 2 J X (2z cosh*) cosh[(/£+ v)t\dt Re z > 0 may be proved as follows. From 7.12(21) we have K(z)K(z)=%r J °° e-2{cosht+c08hv) cosh (//*) cosh (vv)dtdv. Now we make the transfonnation t + v = 2£, £ - i; = 277, and after some reductions we obtain Kv(z)K^U) = H SZ SZe'HecehCcosh" coshfo*+'">£] x cosh [(/z - 1/) r/ ] rf£ rfr/. With 7.12(21) tliis proves (39). Another formula due to Nicholson is (Watson, 1944, p. 444) (40) [Jv(z)]2 + [Yv(z)]2 = an~2 J~K0(2z sinht) cosh (2vt) dt Re 2 >0. For similar formulas, especially integrals for the product of two Bessel functions, see Watson (1944, p. 445); Chaundy (1931); Dixon and Ferrar (1930, 1933); Meijer (1935, p. 241, 1935 b, 1936, 1936 a, 1940, p. 366). For the sum or difference of a product of two Bessel functions, see Buchholz (1939, 1947). 7.7.7. Integrals with respect to the order A formula due to Ramanujan (Watson, 1944, p. 449) valid for real y and a, b > 0, Re (v + p) > 1, (41) lZa'^X JM+x(a) b'V+X Jv-x{b) eiXydx -(2 cos y2y)X(v+») (a2 e_i^+ b2 e *Ky)-X&>+/*>c ^^-/x) * Jv+J[2cosy2y(a2 e-™y + b2 e^y)]*] \y\ < n, = 0 \y\>n may be proved by applying Fourier's inversion formula to 7.7(12).
7.8 BESSEL FUNCTIONS 55 The cylindrical and the spherical wave function may be expressed, respectively, as (42) X0[(a2 + i2-2aicos<?S)^] = (2/ir) J™Kix(a)Kix(b)cosh[(7T-<f>)x]dx, (43) (a2 + i2-2a6cos^rKe^^2+^^2^cos^^--1/27r(airM x J0°° xe77* H™(ka) H™(kb) tanh(7r%) P_%+ix (-cos<£) dx Im k < 0. Equation (42) may be obtained from Macdonald's formula 7.7(36) and (43) from the residue theorem in connection with 7,15(41); (42) is a special case of a formula given by Crum (1940), where A9B9 C, are the angles of the triangle whose sides are of lengths a, b, c. Another generalization of (42) and (43) is (45) w-vKv{w)=V2T{v){V2abYv x J^ sech(7r%)(v- % + ix) K^^^ (a) ^_^+ix(i) x C-x+^i-coscf)) dx w = (az + b2 - 2ab cos<£)^ (for the definition of C*y + ix see sec. 3„15)„ For the proof of (45) use 7.6 (3) and the residue theorem. Other fonnulas are (46) I^Kix(a)co3(xy)dx = y27re'acoshy (47) J0 K ^ (a) cosh (K nx) cos (xy) dx = % n cos (a sinhy), (48) J0 K ^ (a) sin\i fynx) sin (xy)dx = l/27T sin (a sinhy)* They may be derived from fonnulas 7.12(21), 7.12(25), and 7.12(26) respectively. For other results compare Ramanujan (1920, 1927, pp. 200, 224, 229); Fox (1929); MacRobert (1931, 1937); Crum (1940). 7.8. Relations between Bessel and Legendre functions The Bessel and the modified Bessel functions may be expressed as a limiting case of the Legendre functions. In the expressions 3.2(14) and 3*4(6)for the Legendre functions we replace z by cosh (z/v)and x by
56 SPECIAL FUNCTIONS 7.8 cos (x/v\ respectively, to obtain = ttanh(K2/i/)F2F|l-.i/il + i/;l + ^;-tsinh(K2/i/)]2l> P~*(coB*/i/)r(fi+l) = [tan QAx/vW 2Fy\-v, l + i/; l+/x; [sin(l/2*/i/)]M. We now let v approach °o and use 7.2(12) and 7.2(3) to obtain (1) lim J,Mjp-M(Cosh2/l/)=J^l_f(M+1.^22)=j {z)f (2) lim ^P7(cosx/v) = -J^- /.(p+l;-***)-*/ (*). A similar relation (see Poole, 1934) may be derived from 3.2(41). It is (3) lim {Q^fi/dz^e'^/r^)] r(v+3/2) 0Ft(i/+3/2;-zV4) = «'*"»(>£**)* «7„+x(z). Relations analogous to (1) and (2) may be obtained for Legendre functions of the second kind either from (1) and 3.3(4) or from (2) and 3.4(13). These relations are f lim v'^e-1^Q^{cos\iz/v) = K (z) (4) \ lim ^<?7(cos*/v)=-H^ya(x). We now turn to some integral relationships between Bessel and Legendre functions. Comparing the hypergeometric series on the right-hand side of 7.7(26) with 3.2(16) we obtain (5) r(-i/-M)r(i/-M+i)?"£(*) 0 Rez>-lf Re(v-/z+ 1) > 0, Re(v+/z)<0 and similarly from 7.7(16) and 3.2(41) (6) <?£(*) = (Kit)* U2 - D^e ^ J~ e"<* I+^ (0 t^A it Re(v+/z)>-l, Rez>l.
7.8 BESSEL FUNCTIONS 57 Applying Whipple's formulas 3.3 (13) and 3.3(14) to (5) and (6), respectively, we obtain four further integral representations (7) r(i/-,»+l) (?£(*)-e^U'*-!)-*"-* x j~ e-tz(zz-\)-% K {t)tvdt Re(v± fjt)>-l, 0 M (8) r{-v- M) p^(z) = (z2 - d*v J~0°° e-*»(»2-i)"x i_mu) ^at Re (v + ji) < 0, (9) r(v + li+i)p;»(z) = (z*-ir'Av-*S~e-tz(>z2-1)~% i^)tvdt Re (v + n) > -1, do) r(v + iM + i)p-»(cOSd) = f°°e-tccs0J (tsiad)tvdt Re(v+ jLt)>-l, 0 <0<%7r. Equation (9) follows from(8) by means of 3.3 (1) and (10) follows from (9) by means of 3.4(1). A simple example of a representation of Bessel's functions of the first kind by means of an integral involving Legendre functions is Gegen- bauer's generalization of Poisson's integral, (11) 2V rr% r(v+Y2)r{n + 2v) in z~v Jv+n(z)/[n\r(2V)] = J^e«cos^Cv(cos^)(sin(^)2v^ 0 Re v>-lA9 n= 0, 1, 2, ... , This can be derived from Sonine's formula 7yl0(5). We replace y by cos <^>, multiply both sides by Cv(cos<^>) (sin<^>)2v, integrate term by term with respect to <^>, and use 3.15(17). A similar formula (12) (2tt/z)X in(sincf>y-X C*(cos0) Jv+n(z) = Jo77 e iz cos*cos * Jv_,A (z sin 6 sin <f>) C* (cos 6) (sin d)v+* dd Rev>-M, \ar%z\<7T, n = 0, 1, 2 may be derived from the addition theorem 7,15(17). For further formulas of these types see Meijer (1934, 1938); MacRobert (1936, 1940); Bailey (1935 a). Finally we mention Whittaker's loop integral which is related to Hankel's integral 7.3(8). It is (13) 7r3/2JU)=(y22)'/2e-*<^^ oo e -1Att+ 8<argz < y27r+8, |8| <xAtt.
58 SPECIAL FUNCTIONS 7.8 To prove this formula we assume that the contour lies entirely outside the circle \t\ = 1; then we expand Qv~%(t) in descending powers of t according to 3.2(5) and proceed as in sec. 7.3. From (13) we obtain a corresponding expression for the second Hankel function (14) *3/2 H™(z) cos M = (%z)* e *<"+X> - J("'_+'' +' e »*Pv_% (t) dt oo e -%7r+S<argz KVin + d, \S\ <VnT, where we have used 7.2(6) and 3.3 (8)t An expansion of Legendre's function Pv(cos#) in a series of Bessel functions, (15) Pv(cos 0) = (0/sin 6)% I an {$) {v + ViT* J [(v+K)0] R = 0 has been given by Szego (1933)t The a>n(d) are elementary functions, regular in 0 < Re 6 < tt. In particular, a = 1, aT = 2"3 (ctn0 - 0"1), etc. (15) is uniformly convergent in 0 < 6 < 6 - € where e > 0 and 60 = 2(2M - 1) n = (0.828 ••• )ir. This formula may be derived as follows. In 7.10(15) we put s = 1, z = 0, r2 = 1 - 12/02, and v = -Yi to obtain 2cos^ = (1/2tt)^ f 21-*(02-*2)* 0~*+J* J v(fl)/ffi!f and hence 2(cost-cos0)=(Hir)* S(fl2-J2)'2'-"^-*J „(0)/ro!. m = 1 If we use this expansion in Mehler's integral 3.7(27)> integrate term by term, and use 7.3 (3) we obtain (15% In the paper by Szego" already referred to, similar expansions are given for Pv(cosh £), Qv (cos &) and @v(cosh £) on pages 450, 449, and 448, respectively. 7.9. Zeros of Bessel functions A detailed discussion of this subject is contained in Chapter XV of Watson's book. Some further results have been obtained since the original publication of Watson's book in 1922 and are not included in the 1944 edition. Here we shall discuss briefly the more important results. GENERAL RESULTS From general theorems on differential equations (Ince, 1944, Chap. X)
7.9 BESSEL FUNCTIONS 59 follow the statements: a) Any zero of any solution >of 7.2(1) or 7.2(11) is a simple zero, the only possible exception being the origin. b) The real zeros of two real linearly independent solutions of 7.2(1) separate one another. Here a real solution is defined by a ^ifa} + ^ Yv(x) wftb real a9 b9 v, and positive real x% BESSEL FUNCTIONS OF THE FIRST KIND For the special case of the function Jv(z) the following theorems may be proved. The zeros of Jy(z) and Jv (z) for real is are symmetrical with respect to the axes of coordinates. For real v, Jv(z) has an infinite number of real zeros (Watson, 1944% p. 478; Wilson, 1939). If yv ,, yv 2««>are the positive zeros of Jv(pc) arranged in ascending order of magnitude, then 0<>Vi <yv+i.i <Yv.2<y^t2<yv,3<- ">-!. (Watson, 1944, p. 479). When v > -1 and A, 6, C, D, are real numbers such that AD - BC ^ 0, then the positive zeros of A Jv(x) + BxJ'v(x) and CJv(x) + DxJ'v(x) separate one another and no function of this type can have a repeated zero other than x = 0 (Watson, 1944, p. 480). When A and B are real and v > -1, then the function AJv(x) + BzJ'v(z) has only real zeros except that it has two purely imaginary zeros when A/B + v<0 (Watson, 1944. P» 482). For an asymptotic formula for these positive zeros see Moore (1920). For v> 1 the function J_v{z) has an infinity of real zeros and also 2[v] conjugate complex zeros, among them twopure imaginary zeros when [v]is an odd integer (Hurwitz's theorem). (For different proofs see Watson, 1944, p. 483; Obreschkoff, 1929; Polya, 1929; Falkenberg, 1932; Hille SzegS, 1943). A generalization of Hurwitz's theorem due to Hilb (1922) states that the principal branch of the function AJv(z)+BJ_v(z), 04, B, real, B 4 0, v>Q) has [v] complex zeros with a positive real part in case [v] is even; when [v] is odd there exist [v] - 1 or [v] + 1 complex zeros with a positive real part according as (A/B) < 0.
60 SPECIAL FUNCTIONS 7.9 The number of zeros of z~v Jy(z) between the imaginary axis and the line on which Re z = inn + (% Re v + l/A) 77 is equal to m for sufficiently large m, and all the zeros of J (z) lie inside a strip |Im z\ <A where 'A is bounded when v is bounded. •Let >yv**y'v and yv' be the smallest positive zeros of J (*),</' Oc) and ^ (x) respectively; then we have (Watson, 1944, p. 485) [v(v+ 2)VA <yv< [2(v+ 1) (v+ 3)]* , Mv+2)VA<>y'v<[Zv(v+\)]%, when v '> 0, and [v{v-ltA<yav.<(vz-l)* when v > 1. For better bounds and for results on the following zeros see Mayr (1935). The formula >V= v+ 1, 855,757v,/3+ 103,315 v~,/3 + OCiT1) and similar formulas for other zeros of the Bessel functions of the first and second kind have been given by Trie omij (1948) • For further information about the zeros oiJv(x) and J1 (x) see Bickley(1943);Bickley and Miller, (1945);Gatteschi (1950);01ver (1950). It has been proved by Siegel (1929) that Jy(z) is not an algebraic number when v is rational and z is an algebraic number other than zero. This theorem proves Bourget's conjecture that Jv(z) and Jv+m (2) 0»s* 1, 2, 3, ...) have no common zeros other than zero (Watson, 1944,p. 484). Investigations about the zeros v of Jv (z) regarded as a function of •v, with fixed z have been carried out by Coulomb(l936)tThey show that for positive real values of z, the v are real and simple and asymptotically near to negative integers (cf. also Gray and Mathews, 1922, p. 88). The graph of c7v(*) for fixed v > - 1 and variable x ^0 resembles the graph of a damped oscillation. The successive areas of "half-waves" above and below the axis, form a decreasing sequence (Cooke, 1937). The factorization theorem for entire functions (Copson, 1935, p. 158) leads to the representation of z~v J {z) as an infinite product (Watson , 1944, p. 497). We consider those zeros of z~v Jy(z) for a fixed v 4 - 1, - 2, - 3, ... , which lie in the half-plane Re z > 0 (those are symmetrical to the real axis) and arrange them according to non^decreasing real parts (in case there exist zeros on the imaginary axis only those with a positive imaginary part are considered). This sequence is denoted by yy n (n = 1, 2, 3, . • • ). Then we have
7.9 BESSEL FUNCTIONS 61 (i) r(.i/+i)(Xzrv«7v(*)- n (i-z2-yj2n> n = 1 V. n ' , 2n-1 'A similar expansion is (Buchholz, 1947), (2) 2r(v) (Kz)'"" J'(z) = 5 [1 - z2(yj „)-*]. n— 1 ' Here the y' is a sequence formed of the zeros of z,-v J' (z) in the same manner as the sequence a/ was formed of the zeros of z~vJ (z). Forming the logarithmic derivative of (1) and using 7t2(5l)we obtain (3) J,+1(zJ/J>) = -22 I U2-yv2B)"'. n— 1 * Hence the following power series valid for \z\ <y may be derived (4) x-^w/^w-f s^.1 n— 1 ' where (5) S9. = f >y-21 and in particular (Nielsen, 1904, p. 360) (6) S2 w = 2" V(v + 1), S4 - 2"4/[Cv + 1)2 („ + 2)]. For further similar expansions andrelations see sec, 7.15; Forsyth (1921); Buchholz (1947). BESSEL FUNCTIONS OF THE SECOND KIND The oldest result on zeros of Bessel functions of the second kind is a theorem by Schafheitlin (Watson, 1944, p. 482) according to which the principal branch of Y (z) has no zeros with a positive real part other than real zeros. This result has been extended by Rilb(1922). When [v] is even, than Y (z) has [v] complex zeros in |arg z\ £ % 77. When [v] is odd, then Y (2)has [v] — 1 or [v] + 1 complex zeros in the same range, according as cos {vn) ^ 0. Thus Y ^ {z) and Y 2n+1(z) <ji = 0, 1, 2, • • • ,) have 2n complex zeros in |arg z\ < %77. Yn (z) (n an integer) has complex zeros in the left-half-plane on all branches and in the right-half-plane on all branches but the principal branch. Furthermore Y (z) has positive real zeros only if v is rational but not an integer. In the latter case Y (z) has positive real zeros on the principal branch and other real zeros only if v is rational but not an integer. In the latter case Y {z) has real zeros only on the branch for which 2771V in 7,11 (41)is an integer, (Hilhnann, 1949).
62 SPECIAL FUNCTIONS 7.9 For the zeros of linear combinations of J (z) and Y (z) see Watson, (1944, Chap. XV);Hilb(1922);Hillmann(1949)r For a theorem similar to Bourget's hypothesis see Banerjee(l936). For a combination of products of the Bessel functions of the first and second kind we have the theorem (Gray-Mathews, 1922, p. 82): If v is real and a and b are positive, then Jv(aX)Yv(bx)-Jv(bx)Yv(ax) is a single-valued even function of x, whose zeros are all real and simple (see also Jahnke-Emde, 1945, p. 204; for similar combinations Carslaw and Jaeger, 1940; Kline, 1948). BESSEL FUNCTIONS OF THE THIRD KIND Investigations about the zeros on the principal branch of the first and second Hankel functions for real non-negative v have been carried out by Falkenberg and Hilb (1916), and Falkenberg (1932). The results are1: H (1 )(z\ v > 0, is free of zeros in 0 < arg z .< 77. The zeros, for V> 0, of H*x) in -7T < arg z .< 0 and those of H *2) in 0 < arg z < n lie symmetrically with respect to the imaginary axis. There are no pure imaginary zeros except when v = (2k - I) + % (k = 1, 2, 3, • • • , ) in which case there is one such zero. The total number of the zeros oi'H™9 (2) (z) on the principal branch is equal to 0 if 0£v<3/2, 2k -1 if .i/«(2jfc-l) + H, 2k if {2k-\) + lA<v<2k + lA k = 1, 2, 3, ... . A theorem analogous to Bourget's hypothesis states that H^* (x)and []W*W(x) have no common zeros when ^ is real > -land m « 1, 2, 3, • •. , (Banerjee, 1935). MODIFIED BESSEL FUNCTIONS OF THE THIRD KIND For v > 0, K (z) has no zeros for which "|arg z\ ."LYiit* The number of zeros in |arg z \ < n is the even integer nearest to v - lA unless v — % is an integer, in which case the number is v - M (Watson; 1944, p. 511). When v + 1 is positive real, and m a positive integer, K^(z) and K + (z) have no common zero. If f(z) and g (z) are given analytic functions without common zeros such that g(z)Jf(z) is meromorphic, and Re [g(z)//(*)] > 0 for Re z > 0, then the function F(z)=ttz)K'v(z)-g{z)Kv(z)
7.10.1 BESSEL FUNCTIONS 63 has no zeros in the right-half of the complex plane (Erde*lyi and Kermack, 1945). The zeros of Kv{z) and I^az) Kv(bz) — Kv(az)'Iv(bz) regarded as a function of v are all purely imaginary, and these functions have an infinite number of zeros (Gray-Mathews, 1922, p. 88); compare also Polya, (1926) and Bruijn (I950)t The function G (z) corresponding to equation (iii) in Polya's paper is 2K . (A). 7.10. Series and integral representations of arbitrary functions 7.10.1. Neumann series A Neumann series is a series of the type n= 0 By the expansion 7.2(2) it is evident that its circle of convergence is identical with that of the power series 2 a (%z)v+n/T (v + n + 1). The "Neumann series expansion of a function f(z) which is given by a power series can easily be obtained. For this purpose we first give the 'Neumann series of a power of z (2) (K zY =1 U, + 2n) T(v + ii) J+2n {z\/n ! , v not a negative integer, whichmaybe verified by inserting for Jlf+n(z) its power series, see 7.2 (2), and rearranging the right-hand side in powers of z. All the coefficients except that of zv vanish. Now let f(z) =2 b.z1. 1 = 0 * If each power of z is replaced by its Neumann series (2), we obtain f(z)»z""S b.21^'! (i/ + Z + 2ro)r(i/ + Z+ro) J ... (z)/m !, 1 = 0 «= 0 V1-I1-" and hence n= 0 where <lAn (3) an = Zl'+n(v + n) 2 2-2T(v + ft-s)6n_2ys!.
64 SPECIAL FUNCTIONS 7.10.1 Conversely, the bl may be expressed in terms of the a (Nielsen, 1904, p. 271) as (4) bir{v+l + l) = 2~l-v 2 (-lW K-2a • m = o V m J Some cases in which a simpler expression may be found for the sum in (3) are of special interest. For example we take /(z) = e"r= 1 (iy)lzl/l\. I =0 Then we have from (3) after some algebra an = inyn 2*+n r (i/ + n + 1) 2Ff (-Kn, X - Xn; 1 - » - i/; y"2)> !, or, introducing Gegenbauer's polynomial 3.15(8) we obtain Sonine's formula (5) «"e»y*-2wr(i/) 2 »»(i/ + n) C*(y) <7+n(z) v M -1,-2 B= 0 The expansion of a Bessel function as a Neumann series (6) (y2(K)^vy(aZ)r(v+i) = 2 Ft (-n, n + »; .i/ + 1; a2) r (/i + n) (/i + 2n) J (z)/n ! may easily be established in a similar manner. We expand the left-hand side of (6) in a power series of z and use (3). In the same manner we obtain the Neumann series of Lommel's function 7.5(69), 0i+l+2*)r0i+l + ii) n=0 ,..'[(2n + l + ,i)2-i/2] Hence, using 7.5(82) to 7.5(84) similar expressions for Anger's, Weber's, and Struve's functions may be obtained. For further results compare sec. 7.15; Nielsen, 1904, Ch. XX; Watson, 1944, Ch. XVI; Baudoux, 1945, 1946. The theory of the expansion of a function f(x) of a real variable x in a Neumann series is based on the integral formulas [cf. 7.14(32)] "0 m ^ n, -C° '"' <7v+2n+.(t><7v+2. + .Wrft=< .(4n + 2^+2)~' m =n, v '> — 1. Hence, we derive formally the expansion (8) /(*)=! (2^+2 + 4»)<7v+2B+1Wrr,/(*)<7v+2n+1(t)^ n = 0 ° V>-1.
7.10.1 BESSEL FUNCTIONS 65 The theory of this expansion has been given by Wilkins (1948, 1950)t The special case y - 0 has been formerly investigated by Webb, Kapteyn, Bateman (Watson, 1944, p. 533); Korn (1931) and Titchmarsh (1948, p. 352)„ (For the term by term integration of a Neumann series see Hardy, 1926.) A series of the type n= 0 ^ is called a Neumann series of the second kind. If the product of the two Bessel functions is replaced by its power series of 7.2(48) we obtain the relation where (id r(v+i+M/l)r(M+i+K»)tr2-J-v-'i s (-i)ffl ( Ho, and hence (Nielsen, 1904, p« 292) (12) an=2v^+n(v+/x+n) <xAn y r{v+ii+n-s)r{v+i-s+y2n)r(ii+i-s+y2n) x ^n n'2s s !r(i/+M+B-2s+i) provided neither fi9 nor v, nor /£ + v is a negative integer. Formula (12) gives the expansion of a power series in a Neumann series, and it may be shown that the Neumann series thus obtained converges uniformly within the interior of the circle of convergence of the power series. A simple example is the expansion of a power of z% We easily obtain from (12) '■"r^Dr^n-j.-^T ( » ) •W-'-W*'- (For further results see Nielsen, 1904, Chap. XXI; Watson, 1944, p. 525; and Banerjee, 1939*) For series involving the product of an arbitrary number of Bessel functions see Stevenson (1928). A modified form of Neumann's series is the series (14) 1 -."•U.W. n= 0 From the loop integral, see 7.3(5), we immediately obtain the following equation
66 SPECIAL FUNCTIONS 7.10.1 (15) (s2-r2)-X*J[z(s2-r2)X]= f (V2z rz)n s^'n J ,(zs}/n ! . n= 0 With s = 1 and r2 = 1 — X2 we obtain the multiplication theorem of the Bessel function (16) J(\z)-kvl lXz(l-k*)]HJv.(zVnl. n= 0 Hence, making K approach 0 we deduce that (17) {V1zY=Y(iV+\) I (lAz)nJ.(zyn\ n— 0 a formula analogous to (2). Equation (17) is useful for the conversion of a power series into a series of the type mentioned above. We obtain (18) 2 b.zil=Z-v I anznJ (z) 1= 0 n= 0 where (19)an= i r/v+::1} 2—6g, " ,£0 (n-s)! and hence (20) r(x/+ra + l)6 -i (-1)* 2~v-n-* a /s] (Nielsen, 1904, Ch. XXI). 7.10.2. Kapteyn series Series of the form (21) 2 «„ </,,+„ [(* + »)*] n= 0 are known as Kapteyn series. From the inequality (Watson, 1944, p. 270) (22) \JAaz)\£ I 1 + / l^ina^lX l.eali-.^[1 + (1.2.)Xr.| it is evident that (21) converges throughout a domain in which (23) I an[w(z)]n n= 0 is absolutely convergent where
7.10.2 BESSEL FUNCTIONS 67 (24) w (*) = ze « -^/[\ + (1 - z2)*]. The expansion of a power of z in a Kapteyn series (25) {lAz)l={lAzyv(v + l)z x S r(.v+Z + ii)(i/ + Z + 2ii)",;"1"1 J ..., [Ci/+Z + 2ii)*]/i»! v not a negative integer, may be verified by replacing each Bessel function on the right-hand side by its power series 7,2 (2). The series (25) converges throughout the region (26) \w(z)\ <1. With (25) we may transform a power series into a Kapteyn series, if each power of z in (27) f(z) =2 b.z1 I = o ' is replaced by its Kapteyn series (25), we find after some algebra (28) f(z) = z~v I an J [(v + n) z\ n= 0 v not a negative integer, where < fcn (29) a =% 2 (,v + /l^25)2^(v + 7l-S)(1/2V + 1/27l)2*•'l"v-^ n 5=0 The series in (29) is absolutely convergent when \w(z)\ < 1 and \w(z)\ < \w{p)\ where p is the radius of convergence of (27)« A Kapteyn series of the second kind is a series of the type (30) 2 anJ%y^n[(&1/ + Yip + n) z] c/^+jJOiv + Kp + »)*]. n — 0 " It may be shown (Nielsen, 1904, p. 307) that (31) (y2 2)^=(v+p)r(l+>v)r(l + p) *2, ( \ ) (v + p + 2*)-^-' x <7,+n[(v+p + 2rc)z] Jo+n[(v + p + 2«) z\ where v, p, >v + p, are not negative integers. Now, let (32) /(*)- f bxz\ Z= o
68 SPECIAL FUNCTIONS 7.10.2 then (Nielsen, 1904, p. 308) we have (33) /(*)=*^^ 2 anJ^npiv+y2p + n)z]J^^Av^A9^Mz\ n— 0 where (34) (V2V+ Vip + y2n)^v^P+n+1 2-'Af>'+P+'>)an ^ 'An S= 0 r ///2I/+//2P + R-S-1\ For further results and examples see Nielsen (1904, Chaps. XXII, XXIII); Watson (1944, Chap. XVII); Bailey, (1932); Budden (1926). 7.1C= 3. Schlomilch series Series of the form (35) f(x)=l/2a0+ 1 amJQ(mx) have been investigated by Schlomilch. There is an expansion theorem for an arbitrary function of the real variable x over the interval (0, n) (Gray and Mathews, 1922, p. 40; Watson, 1944, p. 619). For a function f(x) which possesses, in the interval 0 < x < /r, a continuous derivative of bounded variation there is an expansion (35) with (36) an =2/(0) + 2;^-, J% f % "f (v sin<h) d<hdv, 0 00 (37) a =2w~! f vcos(mv)J f (v sind>)d<h dv. n ** 0 0 A generalized Schlomilch series is (38) 2 [am Jy(mx) + bm HVU)] (%mx)~\ The theory of such expansions may be found in Watson (1944, Chap. XIX) and Nielsen (1904, p. 134). In a paper by Cooke (1928), the results stated in Watson's book are partly simplified and extended. The theory is based on the formulas (39) J*nJjz sin0)(sin0)v+,(cos e)~2v d0 0 v = 2-vn-'Ar{y2-v)zv-t sinz -l<Rev<1/2, (40) J^H (: siad)(sind)v+y (cos0)-zv d0 0 -2-*,ir-*r(K-ix/)*v-1 (1-cosz) -3/2<Rev<l/2,
7.10.3 BESSEL FUNCTIONS 69 which may easily bederivedfromequations797(5)and 7„7 (9) putting there \l - v and p - — v — K. Now, let us assume the validity of the expansions (41) /(*)= 2 [aa Jv(mx)+bn Hv(mx)] (%mx)'v -Vl<V<Yi, -7T<X<7T. Here, we replace x by x sin #, multiply both sides by (sin0)2v+1 (cosflr2*, integrate with respect to 6 from zero to %n and use (39) and (40). Thus we obtain formally JQV27Tf(x sin 0) (sin 6)2v" (cos dT2v dd = 7t"/z TvA-v) X [am s\n{mx) +bm(\-cosmx)]/(mx\ m = 1 and hence for the coefficients of the expansion (41) (42) T{V2-v)a =m77"iA x f t sm(mt)j%7T fit sin0) (sin 0)2v+l (cos d)~iv dddt, -77" 0 (43) r(K-v)4B=-iBir"* x J" < cos {mt) j'A'" f{t sin 0)(sin 0)2v+' (cos 6)-2vdddt. ~77 0 The series (41)with the coefficients (42) and (43) is called the Schlomilch series of f(x)9 In the paper by Cooke, already referred to, it is proved that the class of functions for which (41) with the coefficients (42) and (43) is valid in any interval excluding 0, ± n, is the class for which the theory of Fourier series applies. Furthermore theorems analogous to the Riemann-Lebesgue, Parseval, Riesz-Fischer theorems on Fourier series are established. In this connection see also Cooke (1927, 1929, 1930b, 1936); Wilton (1927); Jesmanowicz,(1938); Wilkins (1950a). Let us now consider some simple examples of the Schlomilch expansion (41). We take f(x) = {ax)~v U^iax) (a arbitrary). This is an odd function of x [compare 7.5(55)] and we have a^ = 0 in (41). On account of (40) we obtain from (43) nbn = - (-l)a 2"V+I m sinianVim2 - a2) and thus (44) 7T(ax)-vH(ax) = -2-v"sm(a7T) J (-D" " , {V2mx)~vBAmx) «= I -n<x<n, Rei/>-3/2
70 SPECIAL FUNCTIONS 7.10.3 Dividing both sides of (44) by sin {an) and making a approach zero we obtain [see 7.5(55)] (45) ir"*/r(i/+3/2)+ £ C-1)* {lAmx)-v-yHv{mx) = Q m = 1 0<x<77, Rev>-3/2. Now let fix) = (ax)"v Jv{ax). Here /"(x) is an even function of x, and therefore, b m = 0. From (42) and (39) we obtain 7ran «-(-!)" 2"v+1 sin(a^)/7i7[aU2^a2)], and therefore, (46) ^(oxr^J^Ux)-—2"v+1 a"1 sin(a^) x f (-!)■ m2(mz- a2r}(lAmx)-v JJmx) 0<%<77, Rev>-y2. Making a approach zero in (46) we obtain (47) H/r(i/+l)+ f (-l)m(%mx)-vJvlm») = -0 -lA<v<lA and 0 <x <tt or v > M and 0 < x < tt. From (45) and (47) one sees that there are generalized Schlomilch series with non-vanishing coefficients which converge and whose sum vanishes almost everywhere. Such series are known as null series (Nielsen, 1904, Chap. XXV; Fox, 1926; Cooke, 1930)* The existence of null series indicates that the Schlomilch expansion of a function, if it exists at all, is not unique. For other results and examples concerning Schlomilch and related series, see Pennell (1932); Bennet (1932); Doetsch (1935); Erdelyi (1937); Kober (1935); Watson (1931); Infield, et. al. (1947); Magnus and Ober- hettinger (1948, pp. 58-62). Expansions where the Bessel and Struve functions in (38) are replaced by their squares have been given by Thielmann (1934). 7.10,4. Fourier-Bessel and Dini series Let v > -1 and let x = yn and x = yn be two positive zeros of J (x) (in this case all the zeros of Jv{x) are real; see sec, 7.9)« Using 7.2(56) we then find from 7.14(9) and 7.14(10), respectively, that (48) j; tJv(ynt)Jv(ynt)dt^J K&UM2 * = *•
7.10.4. BESSEL FUNCTIONS 71 Similarly if Am and An denote two positive zeros (see sec. 7.9) of the function z Jv(z)+ a Jy(z\ where v> -K and a is any given constant, we infer from formulas 7.14(9), 7.14(10), 7.2(54) and 7.2(55) that (49) f* t JJXj) Jv(Xnt) dt = 0 njm, The integral formula (48) expresses an orthogonal property of Bessel functions and suggest the expansion of an arbitrary function f(x) of a real variable x in the form (50) /■(*)= £ aj(yx) m = 1 with (51) J*[Jv+1(y.)]*a. = £ tfU)Jviymt)dt, where y} , y2, y3, ... are the positive zeros of the function Jv(x) arranged in ascending order of magnitude. This expansion is called the Fourier-Bessel expansion of /(#)• Similarly from (49) we have (52) /(*)= S hJ(\x) «=i - v with (53) [\\ [J' (X •)]* + (A* - vz) [J(kM)V\ bm = 2K /J tJv(xnt)f(t)dt9 where v > — Vi and A? , A2, ... are the positive zeros of the function z Jv(z) + a Jv(z) arranged in ascending order of magnitude. This expansion is called the Dini expansion of f(x)9 The theory of the Fourier-Bessel and Dini expansion is given in Watson (1944, Chap. XVIII) and the following theorem may be stated: Let t^ f(t) be absolutely integrable over (0, 1) and let v > -%; then if 0 < x < 1, the expansions (50) and (52) behave in the same way as an ordinary Fourier series (see also Moore, 1911; Stone, 1927; MacRobert, 1931; Titchmarsh, 1946, p. 70). For the behavior near x = 1 and x = 0 see Watson (1944, pp. 594, 602, 615) and Young (1941); for the Gibbs phenomenon Cooke (1927), Wilton (1928), Moore (1930). For series similar to (50) and (52) but with the square of the Bessel function see Thielmann (1934).
72 SPECIAL FUNCTIONS 7.10.4 Let for example f(x) = xv, then we obtain from (50), (53) and 7,7(1) (») xv = I 2 Jv(ya *)/[y. Jv+] (y,)] 0 < % < 1, «- i (55)... I 2x.j,g.«)jyMu.) t, u«-.^>wv(A.)]'+A:u',,tt.)]' 0^*£l, a+.i>'>0. If/(x) = Jy(xz), then we obtain from 7.14(9) (56) J v(xz) n y y. «/yty.») (57) J,y(xz) ^ J. ^w ^V^a^7 L/v« 'V+l v/v«7 'V*7 * ^V^a7 ^y + 1 ' £i Ui-^UiEJXW' + Cx: -»*)[Jv(km)]* ! 0^*^1. For further examples see sec. 7«15t An expansion in series of Bessel functions which is suitable for a positive finite interval has been given by TitchmarsW 1923a, XHI-XVI) (see also MacRobert, 1931). Let fix) be defined for a < x < b (a > 0). Then the expansion in question is (58) fix) -2 a. [Jv(ya x) Yy(ym b) - Yv(ym x) Jv(yn b)), where z — y is the m - th positive root of Jv(az) Yjbz) - Yv{az) JJbz) =0, and (59) i[J>„ a)]1-[«/„(?. «]«U. = K"yIUv(ym «)]2 /' UJy.') rv(y.*) - V*.0 «?>.WW&. GENERALIZED DIRICHLET SERIES Series of the form /(*)- f aAks)*K(ks), * * n n is n n- t 5 = cr + i r, A, < A2 < • ■ • < An < " • , lim An = «
7.105 BESSEL FUNCTIONS 73 have been investigated by Greenwood (1941)« For v = %they reduce to the Dirichlet series fis) =(%*)* 2 «ne"V. n= 1 For various theorems concerning these series see Greenwood (1941). 7.10.5. Integral representations of arbitrary functions The theory of Schlomilch series (compare 7.10.3) gives a method of expressing an arbitrary function as a series of the functions J and H • Similar methods may be applied to corresponding expressions of an arbitrary function as an integral involving Bessel and related functions. We always suppose for the following that f(t) is a real function of the real variable t and is of bounded variation in the neighborhood of t = x% If f(t) is not continuous at t = x, in the following formulas f(x) must be replaced by %[/(* + 0) + fix - 0)]. The conditions on v in some of the following expansion formulas have been relaxed by Cherry (1949a). The simplest type of such a representation is Hankel's integral formula (60) f(x) = r Jjtx)tdt f°° f(v)J(vt)vdv, 0 v 0 v valid if v > —% and 0 is convergent, or v > — 1 and f~tX\f{t)\dt and J*1 tv*' \f(t)\ dt 0 0 are convergent. The theory of the expression (60) has been thoroughly discussed by Watson (1944, Chap. XIV); Titchmarsh (1948, p.240)and Tricomi. In case v=±%, (60)reduces to Fourier's sine and cosine integral respectively. A generalization q£ Hankel's integral is due to Hardy (1925), who gave the formula (61) fix) = J7 Gv(xt)tdt J*0°° Fv(vt)vf(v) dv, where (-1)* «*)v+2B+ta (62) Fv(z)=2 J^Q Tip + m + 1) T(a + m + v + 1) r(a)T(v + a)
74 SPECIAL FUNCTIONS 7.10.5 (63) G v(z) = cos (a tt) Jv(z) + sin (a tt) Yv (z\ valid under the following conditions (Cooke, 1925): (i) a>-l, a+.v>>-1, v+2a<3/2, |.v| < 3/2, (ii) ta fit) integrable over (0, 8), a = min(l +-v+ 2a, %), S'> 0, (iii) ^ /(*) integrable over (8, «>). The theory of the expansion formula (61) has been given by Cooke(1925). SPECIAL CASES OF HARDY'S FORMULA If a = 0, we obtain Fv(z) = J^U), G^iz) = Jviz)* This case reduces to Hankel's formula (60). If a = %, we obtain F^U) = H^U), G viz) = ^ (z). This leads to (64) fix) = J" yv (*t) tdt r flv (t;0 v/M dv. 0 V 0 V If a = - % we obtain (65) fix) /°°r(vt)v~'* tt* "i [«"!■<,+»"-(,rt.r',)*- If v= %, we obtain Fv(z) = (Kir*)"* C2ft+|.(*), Gvfe) = &**)"* sin (z -arf where C2a+| (2) is Young's function 7,5 (85). Weber and Orr's formula * (66) ,U) = f W*M'WW tdt *^^ A [Jv(^)]2 + [yv(^)]2 x Jo [Jv{vt) Yv{at) - Yv{vt) Jv{at)] vf{v) dv, valid forvreal and J™ t*\f(t)\ dt convergent, reduces to Fourier's sine integral in case v = ± lA (Titchmarsh, 1923; Watson, 1944, p. 468). Another formula due to Titchmarsh (1925) is (67) fix) =* TT J°° Fvixt) t dt J°°id/dt) [t Avivt)] Vfiv) dv '0 v ' -'o where (68) Tv(z) = sin(an)\[JvU)]2 - [y„(z)]2i - 2 cos(a,r) JJz) Yv(z), (-1)" T(v + m + a + M) iT* z2*+2o+2» (69) V (-!)" r(y + m + a + %) n n z^— v Z _.^0r(o+m+l) r{v + a + m + l) I"(2v + a + m + 1)'
7.10.5 BESSEL FUNCTIONS 75 valid under the following conditions (Cooke, 1925) (i) a>-l, fl+2v>-l, 1> a+ !/£-& \v\<\ (ii) ta f(t) integrable over (0, 8), a = min (1 + 2v + 2 a, 1), (iii) £/(0 integrable over (8, *>), 8 '> 0. The theory of the expansion formula (67) has been given by Cooke (1925)» Special cases of (68) and (69) are a = 0, r„(z) = - 2 Jv(z) Yv(z), Av(z) = [Jv(z)]\ a = -v, Av(z) = Jv(z) J_v(z), a=-2„, Av(z)=[J_v(z)]\ A generalization of'Laplace's integral involving Bessel functions has been given by Meijer (1940, pp. 599, 702): (70) /U)-(iri)"1 IC + i0°'Uxt) (xt)* dtf°°K(tv)(tv)Xf(v)dv. C-ioo v o v As Kv(z) = K_v(z) 12 (14) we also have (71) /(%)= {IniY1 J°*£ [Iv{xt) +T v(xt)] ixt)* dt xj°° Kivt)(vt)X f(v)dv o v (cf. also Boas, 1942), In case v- ± %, (71) reduces to 'Laplace's formula. Other integral representations of arhitrary functions are (72) fix) = -V2Jio°t Jt{x) dt J°° H?Hv) t>-' f{v) dv -ioo 0 (Kontorovich and'Lebedev, 1938), (73) f(x) = n-* £VwU,+t,K<(x+t,(«) * (Cram, 1940), (74) f(x) = V2 I Ji«(c^,y-i«(c')t<fc /'" [J. f«T+«/.,(«•)]/(,,)</» (Titchmarsh, 1946, p. 83), (75) xf(x) = 2w~2 /J" K ./%) t sinh Grt) c/t f" Ktt(v) f(v) dv (Lebedev, 1946), (76) fix) = (it*)"1 Ja+l°° tKXx) dt j°° v~* f(v) liv) dv a-ioo r o x (Lebedev, 1947). For further examples see Hardy.(1927), and Hardy and Titchmarsh (1933%
76 SPECIAL FUNCTIONS 7.10.5 DUAL INTEGRAL EQUATIONS INVOLVING BESSEL FUNCTIONS In some problems of potential - and electromagnetic or acoustic radiation theory the unknown function satisfies one integral equation over part of the range (0, <») and a different equation over the rest of the range (Nicholson, 1924; King, 1935, 1936; Sommerfeld, 1943). The pair of equations (Titchir.arsh, 1948, p. 337; Busbridge, 1938) J0°° yaf(y) Jvby)dy ~ g(%) o < x < \ (77) J™ f(y)Jv(xy)<ty = o *>i has the solution (78) T{% a) fix) = (2xy-,A°-Jo't'+'AaJv+iia(xt)dt Jlg{vt)vv+i a-v2YAar' dv, supposed a> 0. The special case a - 1, v = 1, g(x) = 1 has the solution %?r/(x) = x~2 sin x -x~] cos x. The pair (Tranter, 1951) J°°y $ (y) Jixy) dy - f(x) 0 < x .< 1, o v (79) J^Qiy) Jvixy) dy = Fix) x > 1 has the solution (80) $(y) = Hiy) + {% ny)% /„' tv+* L U) Jv+% (ty) dt, where (81) H(y) = F(l)Jv+i (y) +y J™xF(x) JJxy) dx, (82) LW = (2/77)r^Jo'*I'+' [f(x)-J"yH(y) Jv{xy) dy] {t* - x2)'* dx. The solution of Jo°° $ (y) Jv(xy) dy=G (x) 0 < x < 1, (83) J°° y <My) c7vUy) dy = g (x) x > 1 is
7.10.5 BESSEL FUNCTIONS 77 (84). *(y) = K(y) + (Kiry)* /J «v+* f (t) «/„_„Uy) A, where (85) A (y) = Jj°°.*g (*) c/v(«y) dx, (86) Mffi2v^(i) -If (0) + i J0V-**)"* If' U)d* (87) «(x) =x"CW - *VJ" X(y) Jv(xy) dy.
78 SPECIAL FUNCTIONS 7.11 SECOND PART: FORMULAS 7.11. Elementary relations and miscellaneous formulas SPHERICAL BESSEL FUNCTIONS In (l)to (13)/i=0, 1, 2, ... , (D Jn+»(z)=(Y2 7TzrlA[sin(z-Y2n7T) 2 (-ir(i» + &2in)(22)-2* n A « = o + cos(z-J4inr) 2 (-lrdi + H, 2m + D(22)"2""1], m = 0 (2) yn+KU)-(J*ir*r*[sinfe-J4i»ir) 2 (-1)* (» + & 2m + l)(2z)' 0=0 -cos (2 -^/xtt) 2 (-l)"0*+& 2m) (2z)"2"]f m = 0 (3) #'"(*) -(Kir*)-* f-'e" 2 »"(» + X, »») (2z)-", n * «=o (4) H «x(z) = (H,rz)-K i"+l e"** £ (-i)• U + K, m) (2*)"-, (5) J.n_,(2)=(-ir+'yn+,(z); *-.-*■<*>-<-ir «w*>. (6) ■fli».xw-.-(-ir».%u); <>_,(*)=-a-ir//'V*>- (7) ^(,,..^«..)-*.-^.)"±i. (8) yB+J|(,,..(.V«„,-«,.«(^j!^. (9) ^jy *>--*• <-ir (***>-* *"+l£iJ -il, (10) ^(2) = ,(-1)" (Xir*)"* 2n+1 f ~J ^-, / </ \" sin z (11) ^B(z) ».(W*)* Jm+H(z) = (-Dn W— J —, (12) £n(,)(z) = (Xit/*)* fl^ (*) = - i(-1)" *n QLJ ll, •2jn -1
7.11 BESSEL FUNCTIONS 79 (13) (™(z) = (H n/z) * H*\% (z) = i (- IT z » (14) Jk(2) = y_^(2) = 0^2r* sin 2, (15) * „ (*) = -J_x (2) = - (X IT*)"* COS 2, (16) '^U)-(J£jr«)"*sinh*, (17) # »>(*) = - » fl »} (2) = - i (Hff *)"X e ", (18) #,{»(*) = * H™(z) = iOJff*)"K e~". RECURRENCE RELATIONS AND DIFFERENTIATION FORMULAS FOR MODIFIED BESSEL FUNCTIONS (20) (-^J [2--^(2)]=2--»I+ii(2), (2l)(^)^Kv(z)U(^: (22) (-^-J b"wAvU)]-(-l)" v- 2_V_"X . (.2). (23) I.1(2)-jr/+1U) = 2v2-,^(2), (24) v.w+'UW-2^^ (25) K^to-K^to--^*"' Kv(z), (26) *„_,(*)+*:,,+,(*)«-2K'„(*). WRONSKIANS AND RELATED FORMULAS W{wy, wz) =wy vo'z -w'f wz (27) V (Jv, J_J =- 2(ir«)-' sinter), (28) IP (<7„, V )-2(m)-',
80 SPECIAL FUNCTIONS 7.11 (29) W(Jv, Hl">ui) = ±2i(nz)-\ (30) W{R™,R™)=-U{ttz)-\ (31) WO^, I_v) =-2(772)"' sin(n7), (32) W (I, Xv)=-2-'. (33) «/„(*) «7_v+t (*) + «/_„(*) Jv_,(2) = 2(772)-' sinW), (34) #'"(2) flv« (2) -flj,", (2) fl ««(z) = - 4i(772)-', (35) JAz) Yv^(z) - YAz) Jv_, (2) = 2(772)"', (36) Jv_, (2) H »>(*) - J>) "fl"2, (2) = 2(7712)"', (37) JAz) Hlv% (2) - Jv_, (2) fl ^(2) = 2(7712)-' , (38) I (z)I_v+I(z)-I_v(z)^_f(z) =-2(772)"' sin(„77), (39) K^zYW + KAzY^M-z-*. FUNCTIONS OF VARIABLE ze'77*, (m integer) (40) JAze^^^e^^JAz), (41) YAzei«iT)=e-i"™Y(z) + 2i 81°(""r,*/ co»(it.i/)-J (z), *^ sin (v 77) ,,., . sin[(m — 1) nv] ,,., , sin(m77j/) . . (42) H™(ze «") = • //<' »(z) - e"'™ , , ■ #<2,(z), ^ sii^nv) sin (771/) _, v sin[(/n+ 1) ;7v] ,.,*, v . sinimnv) „m , (43) fl «2)(ze »w) !— H1%) + e ™ - //"''(z), SUHTTv) Sin(7Tv) (44) T(zei-7r) = ei»7rvJv(z), sin (m nv) (45) X (ze ™77) = e~l»™ K.(z) - in . , v 7 (z). Vv~ f^ s in WO v In case v is an integer equal to n9 then V-+ n sin(77v) where I is equal to m — 1, m or m + 1 respectively.
7.12 BESSEL FUNCTIONS 81 7.12. Integral representations BESSEL COEFFICIENTS (1) 7T J (z) - J cos (z sin <fi — ncfi) d<f>, -7T 0 rTT (2) n Jn (z) = Tn JoW e "C08<*> cos fc <£) </<£, (3) n <J2n(z) = 2 J cos (2 sin <£) cos (2rc <£) */<£, (4) 77 </2n + 1 (2) = 2 J sin (z sin <£) sin [(2n + 1) <£] c/<£. In (1) to (4) n equals 0, 1, 2, ... . POISSON'S INTEGRAL (5) r(i/+ K) '«7VU) « 2iT* (^y J"*" cos (2 sin <£) (cos <f>)2v d<f>, (6) = iT* i}AzY J*" e izain<t> (cos cf)^ d<f>, (7) = n~'A (Az)v J' e «« (1 - t2)I'-« «fo, (8) = 2rT* (1/22)vJ"' (l-f2)v_* cos (zt)dt, 0 (9) = *"* (Hz)v /%•■"»* (sin 0)*(ty, (10) r(i/ + K) I (2) = n~* QizVj^ e-zt(l -tz)v-* dt, in (5) to (10) Re .i/>-& HEINE'S FORMULA (11) 77Yv(2) = e<*I/77!;Jo7Vi"»tcosU)</, - f° e i"osht [cosh (i/t - iw) + e~ivn cosh (i/t)] <fei U .< arg 2 < 77. MEHLER - SONINE FORMULAS (12) r(H -i/) «/„(*) = 2rT* («x)-w J"~ (*2 - irv-y> sinte) dt, (13) r(H-i/) Yv(x) =-%,-* tiix)-vS~ (t2 - IT*'-* cosOct)rft, in both formulas x > 0, —XA< Re v < %.
82 SPECIAL FUNCTIONS 7.12 (14) n Jv(x) = 2 J sin (x cosht - 1Avtt) cosh (vt) dt, (15) nYv{x) = -2] cos (a; coshfc - % vtt) cosh(w) dt9 in formulas (14) and (15) x > 0, -1 < Re v < 1. (16) nJ,(x)= f e~vt sin(x cosht-V2V7t) dt + J cos (x sint - vt) dt x >0, Re v>0. Generalizations of Schlafli's integrals (Lambe, 1931) /x + v \ ^ (17) 77^—_LJ </J(x2-y2)^]= J^ e y"* cos (x sint- vt) dt - sin(vn) j'°° e-vte-ycosli1r**^tdt Re(* + y)>0. o /x + v \ ^ v (18) 7rr_Lj yv[(x2-y2)^]- /JV^'sinfrsin^w)^ - J°° (evt + ycosht+e-vt-yc06htcosvn)e-xsil,htdt ° Re x > Re y > 0. MODIFIED HANKEL FUNCTIONS (19) r(%-v)Kv(z) = nH(%Zrvf00e-*t(t2-l)-v-*dt Rez>0, Rev<V2, (20) rOi + i/) Ky(*) = ** (VizY r e~zcosht(sinh *)2v rft ° Rez>0, Rev>-1/2, (21) #v(*) = J°V2COshtcosh(i4)^ Rez>0, o "0 (22) T{v+ lA)Kv(2)=(yin)'A zve-* f^e-'U"-* (1 + %t)v~* * Rez>0, Rei/>-%, (23) Kv(az)=1/2av_f0OOe-^(t+a2r,)ri/-' Jt Rez>0, Re(a2z)>0, (24) ^ (az) = 1/2eiKl/7ral/ re^2(t-a2r1)rv-'Jt lmz>0, lm(a2z)>0, (25) Kv(x) cos (¥2 vrr) = J cos(x sinhj) cosh(^t) dt, (26) Kix) sin(V2vn) = } sin(x sinhj) sinh(w) dt, 0 in formulas (25) and (26) x > 0, -1 < Re v < 1.
7.12 BESSEL FUNCTIONS 83 (27) Kv(z) = iT* (2z)vr(i/ + Vi) fQ (t2 + **yv~XA cos t dt Hei/>>- % !argz| .< %tt. HANKEL FUNCTIONS (28) i Y(lA - i/) -fl^fe) = 2*"* (H*)"" J^° e i2t(t2 - 1)-^ ^ lmz>0, Rev<K, (29) - » Hfc - v) flJ2,U) = 2*"* (>£*)-* J^e-^U2 - l)*1^ ^ Im z < 0, Re v < l/2, (30) »r(}f-i/)fli!,U) = (Jizr,/2^ J"o°°r2v(i + ^)-^6"(,+t2^^ lmz>0, Rev<^, (3D -»ros-1/)#<2,u) = 2*-* («o"v J-V^q + *2r* e-*»+«2>* a V 0 Im z < 0, Re i/ < %, (32) r(l/ + K)^"(Z) = (^7rZ)-'<ei(*-^'T-«'T) x J"0"6'8 e-'t"^ (1 + Kite-')"-* A » 3 Rei/>-K, |fi|.<H»r, 5-Kn-<argz.<5+—*, (33) r(l/+^)fl^'(Z)=(H7T2)-!<e-i(J-^^-«w) x J"006^-'*"-* (i- y2itz-Y~* dt 0 Re.v>-H. ]8\<%u, -3n/2 + 8.<aTgz<y2„ + 8> BARNES' REPRESENTATION (34) 2n2 H « >(z) = - e-'^7r J-c + io° r(_ „_ s) r(TS) (_fcfa)v+* ds |arg(-*'z)| < y27T, (35) 2TT*H{2)(z) = eilAv7TJ~C*i0°r{-.v-s)r(-s) GHz)"*2* ds \avg(iz).\ <%n9 C is any positive number exceeding Re v. (36) 2ir» J (*) = Sie°r(-s) IT(v + s +.!)]-' (K*)v+I,(fc *>>0, Rev'>0, (37) tt^ Hllr(z) = - e iiz'V7r) cos fcir) (2*)" x Jioor(-s) r(-2.i/-5) r(v + s + y2) (-2**)* <b |arg(-jz)| .< 3tt/2, %v not an odd integer,
84 SPECIAL FUNCTIONS 7.12 (38) 7T5/i Hll\z) = e-il'-V7r)cos(vn) (2z)v xjt°°r(-s)r(-2v-s)r(.v + s + 1A)(2izyds - ioo |arg(iz)| < Zjt/2, 2v not an odd integer, (39) 27r2iKv(Z)=(Wz)He-*cosW) x Jie°T{s) T(K - s -,„) TiVi - s + v) (2z)s ds |arg z\ < 3 77/2, 2v not an odd integer. INTEGRALS EXPRESSED IN TERMS OF RELATED FUNCTIONS (40) J " cos (z cos 0) cos v$ d<£ = 77[4 cos (54w)]""1 [J {z) + J (z)] o v = -,vsin(W) s.1|VU) = 77 [4 sin(K2w)]""1 [E^U) - E_vU)]f (41) J^ sin (z cos <£) cos v<£ d$ = tt[4 sin (fr/ir)]"1 [J (2) - J (2)] 0 v 1/ = cos(M^) s0fV(z) = - tt[4 cos (Hi/it)]"1 [EVU) + E_v(z)] (42) J" cos (z sin 0) cos v<p dcfa = - v sin(v7r) s_t VU), (43) ] cos (z sin <£) sin vcp d<fj = — v(l — cos> 1/77) s _f (z) (44) J77 sin (z sin 0) sin vcj) dcf> = sin(1/77) s 0 v (z), 0 (45) J77 sin (z sin <£) cos v$ dcj> = (1 + cos 1/77) sQ ^(z), (46) f"e'«-"i*tdt = %[JSn(z)-frEn(z)-nYn(z)] rc = 0, 1, 2, ... , Re z>0, (47) ;o°° e-nt-zsinhtdt = JJ(-iyi+l [5Jz) + ;rEn(z) + n Yn(z)] n = 0, 1, 2, ... , Re z >0, (48) S^Jz) = 2" J~ e'u 2Fx(K-%fi + %v,%- Kfi- lA>v; 'Al-t2) dt, Re z>0, (49) Sfi VU) = ^+I /"aT" 2Ff(«-HM+>U K-y2ii-Kv;A/2;-t2)dt9 Re z '> 0, (50) S0 (z) = /" e-"inh * cosh (w) dt,
7.13.1 BESSEL FUNCTIONS 85 (51) vSQtV(z) = z £° e"23inh*sinhCvi) cosh t dt, (52) S {z)~z /°°e~2sinh*cosh(w) cosh t dt, in (50) to (52) Re z > 0. 7.13. Asymptotic expansions 7.13.1. Large variable (1) H™{z) =(V2ttz)-X e H*-Xvrr-Xrr)[ *£* ^ m) ^2iz)'n + 0 (\z\ ~M)] ffl= 0 — 7T < arg z < 2 77, (2) !?»>(*) = O^z)-* e-<(*^^-^)["f' U m) (2j2)-« + 0(:|Zr*)] « = 0 - 2t7.< arg z < 77, For an appraisal of the remainder after the M -th term for complex v and - Vnr < arg 2 < 3t7/2 and for - 3 77/2 < arg z < Y2 n see Watson (1944, p.219). These results have been extended to the range — 77 < arg z .< 277 and - 277 < arg z < tt by Meijer (1932, pp. 656, 852, 948, 1079). For the asymptotic behavior of a function expressed as an infinite Hankel function series see Meixner (1949). (3) JV(Z) = (V27TZ)-IA [COS (z-VtW-YtTT) xtf? (-1)* U 2m) (2z)~2» + 0(|z.r^)] »i=0 -s-Mz-Vivn-Vtn)^ {-\Y(v, 2m + l)(22)-2"-,+ OCM-2*-')]! — n < arg z < tt, (4) Yv(Z) = (}/i7TZ)-ii{8m(z-y2V7T-y4n) x ["£' (-1)" („, 2m) (22)-2» + OXIzr^)] m = 0 + cos(z-1^V7^-^7^)[,'£l(-l)•,U2m + l)(22)-2»-,+0(|^^2*'-,)]} m = 0 - 77 < arg 2 < 77. For formulas for the remainder after the M-th term see Watson (1944, pp. 206, 209) and in case of complex v Meijer, (1932, ref. above)• For further formulas see Burnett (1929).
86 SPECIAL FUNCTIONS 7.13.1 (5) Iv(z) = (2«rx \e* f~i{-\Y(v, m) (22)-" + OCIil"*)] «i= 0 + ie-' + iv"[''il (u, m) (.2z)-"+0(\z\-u)]\ - VittK argz < Stt/2, (6) I U) = (2z)"^ t^2 cos(77v) l^f1 [e*-i(-ir e^771^] «=0 xru + y2-.v)ru+i/2+v)(22p>! + ezo(kr*)) -3 n/2 < arg 2 .< lA n, (7) X (z) = (W*)* e~z [V (i/, m) {2z)'m +Ot\z\~")] - 3 n/ 2 Org z.< 3^/2, Throughout these formulas (v, m) = 2"2"1 I (4i/* - 1) (4 ^2 - 32) • • • [4 v2 - (2m - l)2]}/ro ! -rW+.v+in)/[m!r(JS+.i/-iii)l 7.13.2. Large order (8) 2irTp(*)«2* (p2 + *2)-^ exp[(p2 + *2)*-p sinh_,(pA)] x[W2(-2)- a r(m + K)(p2 + ^2)_^+0(^-w)] » = 0 m P, X '> 0, (9) a0 = l, a.^-i+^d+^VpT1, a2=4-^(1+^2r,+^(1 + ^2)'2'-- (For other expansions of I (x) see Lehmer, 1944; Montroll, 1946.) (10) Kp(X) = 2-lHp2+x*)-% exp[-(p2+%2)^+psinh-,(pA)] x [*£' 2" a rOn + M) (p2 + **)-*■ + 0(x"")] p, x >0, aB as in (9), (11) 77 fl»»(x) = 2y' (*2 - p2)"« exp[i(*2 -p2)* + ip sin-' (p/x)] xe-'^W'l'i1 2-6 r(m+'/2)(-i)"U2-P2)-^ + 0U-*f)] x>p>0,
7.13.2 BESSEL FUNCTIONS 87 (12) 6, = 1, ^-—JLu-xVpV', b ._L-iI(i_xVp2)-,+—a-**/?2)-2 2 128 576 V 3456 F (13) n ■//«»(*) - - i 2* (p2 - x2)"* exp[-(p2 -x2)* + p cosh"1 (p/x)] p x[ 1 {-l)'2'bKr(m+1A)(p2-x2rii' +0{x-M)] p > x > 0, bu as in (12),. (14) 2n Jp(x) = 2*(p2-x2)-* exp[(p2 - x2)* - p sinh"1 (p/x)] x [*£' 2" 6 rU+W (p2-x2r*» + 0(x"*)] «=o " pi>x>0, 6B as in (12), (15) »#"'(*) ~ - 2/3 f e2("+1)77i/3 B (ex) sin [On + 1) n/3] p n = 0 " xr(m + l/3)(x/6)-(n+1)/3 P£x, p, x>0, e-l-p/x, f = o(x_2/3), (16) B0Ux) = l, B,(fx) = €x, B,(fx)-H(«)2-i., B,(fx)oi(fx)3-icx, B.(ex)=i;(ex)4--L(fx)2+ —, 3 6 15 A 24 24 280 5. («) —=r<«)5 ~-(«)3 + — «• 5 120 60 8400 (ForB6, B7, B9, see Airey, 1916, p. 520.) PURE IMAGINARY ORDER (17) 2n Jip(x) = 2*(p2 + xT* exp[»(p2 +x2)^ - ip sinh"1 (p/x) - % in] xe^["i' (2i)"a r(m + K2)(p2+x2)-^+0(x-")] «=o * p, xi>0, ob as in (9), (18) K. :(*)-2_x (x2-p2)"^ exp[-(x2-p2)*-p sin"'(p/x)] Af-l x[2 (-l)-2-6 r(m+X) (x*-pTX" +0(x"w)] —.is n 1^ f~2_p2)~^ *>>p<>0, 6m as in (12)
88 SPECIAL FUNCTIONS 7.13.2 (19) K ,p(x) = 2'A (p2 -x2)-* e^^ x|"f' 2-5 r(m + K2)(p2-x2)-K» «=o " x sin [ !4 * m + p cosh"' (p/x) - (p 2 - x 2) *+!£ d + 0 (*"")! pOxOO, bn as in (12), (20) K Ax) ~ 1/3n- e-'^ I (-1)"1 C (<rx) sin[U + 1) a/3] « = o m xr(H« + ]/3)(V6)",,+,,/' p ~ x, p, x'>0, e = l-p/x, e = o(x~2/3), (21)C(«)-L C, («)=«, C,(f*) = H(<r*)2+ —, 20 c.uri -*«,,).4„, c4u-> ^,r+±M- ♦ JL, (22) ^,<^)=2^(p2+^2)-^ expb'^ + ^-ipsinh"1^)] xe^^[^' (-0"2-6 r(w + Jd(p2+*2)-x- + 0(x"lf)] p, * »> 0, bn as in (12). 7.13,3. Transitional regions NICHOLSON'S FORMULAS {x ^ n, n integer > 0) (23) jAx) ~z-v* (^/x),/3 tJ1/3(a + j.uaoi (24) yn(x)~3-,/6(^x),/3[J|/3(^)-J_J/3(^)], *>«, £=-(>/2x)-*(»-x)3/2, 3 (25) J Ax) ~ a"' 3-,/6(£A)1/3 £,/3(£), (26) Yn(x) ~ -3~,/6 (&x),/3 [i,^(^) + XT/3(£)], re>>x, £=|-(^x)-*(x-re)3/2, (27) e i7r/6 #» >(*) ~ 3~,/6 (#*),/3 ««>(£) 3 arg (x — re) = 0; for x .< re, arg (* — n) — n.
7.14.1 BESSEL FUNCTIONS 89 WATSON'S FORMULAS (28) Jp(x) = 3~* w [J)/3 ipw*/3) cos 8 - Y 1/3(pw>73) sinS] +0 (p-1), (29) Yp(x) = 3-« «;[J1/3(p«;3/3) sin8 + yi/3(pM,3/3) cosS] +0(p_,X x > p, 8 =pw - piv3/3 - p tan-' w + rr/6, w = (x2/p2 - 1)%, (30) Jp(x) =3"x tT' we'a«t/s(pu;s/3) +0(p-'), (31) yp(x) =-3"x «;ePa[TI/3(p«;3/3) + I_I/3(p«;3/3)] +C,(p-') x.<p, a = p(u> + u>3/3 - tanh-' w), w = (1 -xVp2)5*, 7.13.4. Uniform asymptotic expressions LANGER'S FORMULAS (32) Jp(x) = w-'A {w - tan-' u>)* [Jt/3(0 cosU/6) - y|/s(z) sin(jr/6)] + o(P-^), (33) yp(x) = w~y'(w - tan-' «;)* [Jt/S(z) sinU/6) + Yx/a (z) cos (jr/6)] + 0(p-4^), x > p, m; = (x2/p2 - D^, z = p(u> - tan-1 u;), (34) Jj,(*)-it-ih;-X (tanh"' tv -«;)* K%/a(z) + 0(p_4/3), (35) yp(x) = -w~x (tanh'' a, - w)5^ (z) + £,„(*)! + 0(p-4/3) x <p, w = (1 -x2/p2) » z = p(tanh_I «; - w). 7.14. Integral formulas 7.14.1. Finite integrals (1) JzI'+,T(z)rfz = zv+,^+I(z), (2) Jz"I'+,T(z)(iz=z-v+,^_I(z), (3) Jzv+<Kv(z)dz=-zv+xKv„(z), (4) JV1"" Xv(z) dz = - z-"+' £„_, (z), (5) Jzv Jv(z) dz = 2""' ct* r(v + K) z [Jy(2) Hv_, (z) - Hv(z) Jv_, (z)], (6) J"zI'£v(zWz=2''-1 n'A r(u+1A)z[Kv(z)I.v^(z) +-Lv(z) Kv_x(z)],
90 SPECIAL FUNCTIONS 7.14.1 (7) Jz^JJz) dz-di + .v-Dz Jv(z) Sm_1fV_, (z)-zJv_, (z) S^ „(*), (5) and (7) are also valid, when the Bessel function of the first kind is replaced by the Bessel function of the second or third kind. 'Let w (z) and W (z) be any Bessel function of the first, second, or third kind and the order v and fi respectively; then (8) J"[(£2 - a2) z + (v2- f)/z] wv(az) WJ.fiz) dz - z [a WJfiz) w'Jaz) - fiwjaz) WJfiz)] = az W Jfiz) w.v_Jaz) - fi z W M_, (/3 z) wjaz) + {fi-.v)WJfiz)wJaz), (9) jzwJaz)WJfiz)dz = z{fi2-a2)-' x [01?v+l (0*) wjaz) - a WJfiz) w^ (a*)], (10) jzwjaz) Wjaz) dz = y4Z2[2wJaz)WJaz)-wv+}{az)Wv_i{az)-u;v_i{az)Wv+t(az)], (11) Jz"1 wjaz) Wjaz) dz = (2v)~% wjaz) Wjaz) /o n-. T / ,3WJaz) 3WV+Aaz)l + (2„) ' az ^v+, («) ^ - wjaz) —^ -J . 'Let f (z) and V (z) be any modified Bessel function of the first or second kind and the order v and //respectively, then, (12) J[(fi2 -a2)z + {fiz-,v2)/z] vjaz) V Jfiz) dz = z[-aVJfiz)vJaz)+fivJaz)VJfiz)l (13) Jz [vjaz)]2 dz = -V*z2 {[vjaz)]2 - [vjaz)]2 (1 * <T2 z'2 u2)\. For other indefinite integrals see Watson (1944, pp. 163-138); Thielrnann (1929); McLachlan (1934, p. 115); McLachlan and Meyers (1936, p. 437); Straubel (1941, 1942); Picht (1949); Horton (1950); Luke (1950). (14) J*" J [z (sin 6)2] J[z (cos 6)z] (sin 6 cos 0)""1 d$ 0 M v = %(i/~' +/i"') Jv+M(z)/z Rev>0, Re^t>0, (15) J^J [z(sine)2] J [z(cos0)2]ctn0rf0=K2J +„(z)/^ Rev>-1, Re/x>0,
7.14.2 BESSEL FUNCTIONS 91 (16) J%n J [z(sin0)2]J [z(cos<?)2] sin 6 cos Odd = z"' f (-1)» J +,(z) Rev>-1, ReM»-l. (17) J"*77 J [z(sin0)2] J^(costO'ltsine)2*--' (cose)28-' d6, 0 M *' (Bailey, 1930, p. 419, 1930c, p. 203; Rutgers, 1931.) (18) J*" Jk{z sin0)Jv{z sin 6) (sin 0)2S+l (cos 0)2"+1 rffl (19) /""'Jxfe sin 60 J (* costf) (sine)2S+1 (cos6l)2^+1 dQ, o ^ v (Bailey, 1938, p. 145.) (20) J'An[J (z sin0)]2 (sin0)zS+1 (cos0)2"+1 dd 0 V (Bailey, 1938, p. 141.) (21) Jf* [Jv(z sin 0)]2 sin BdQ = I J2v+2b +, (z) Re v > -1, (22) J* tksin{z-t) J-(t)dt, o (23) J"ZAcos(z-t)Jv(t)^, (24) sinjr(v+/i) f^K (2z cos6!) cos[(n-v) 0]d6 (Bailey, 1930c, p. 204, 205.) f*nK + ( = ^ [7^(z) T.MU) - Tv(z) 7M(z)]. |Re (M + ,„):| .< 1. 7.14.2. Infinite integrals INTEGRALS WITH EXPONENTIAL FUNCTIONS = -y2^y-'exP^ia2/y2) |Re v| .< Ji. (26) /^e"tr|-fl^"(2*V«)dt-2«v(2*)-flJ,I)(2*), (Hardy, 1927.)
(i °w) t*(t oVrZ) 92 SPECIAL FUNCTIONS 7.14,2 (27) S~'Iv(at) e~yZ ** dt = H** y~! exp ( Rev>~l, Rey2>0. [see also 7.14 (60) to 7.14 (79)]. SPECIAL CASES OF THE WEBER-SCHAFHEITLIN INTEGRAL (28) J°° t"x J'(at) sin (bt) dt = iT* sin[tt sin"1 (b/a)] b < a, 0 r*" = a%-' sini'Anti) [b + (62 - a2) ^ ft > a, Re m >-l. (29) J°° J*1 J (a*) cos (60 d« = jT! cos [fi sin"1 (6/a)] £ < a = p-» a^ cos «^) [6 + (62 - a2)^ 5 ,> a9 Re /z>0. (30) /°° J (at) cos (60 dt = (a2- b2)^ cos [p sin"1 (6/a)] b < a. o ^ = -a^sin(1/2^)(62-a2)"J/2[6 + (i2^a2)1/2]^ 6 <> a, Re /i > - 1. (31) J°° J (at) sin (60 <b =(a2 - 62)~* sin^shT1 (b/a)] b <a o ^ = a^cos(y2^)(62~a2)^ [6 + (62-a2)^ 6 > a, Re p > - 2. For the corresponding integrals for the Neumann function, see Nielsen, (1904, p. 195). (32) \{tt(<v2 - fi2) J~ J (at)'Jv(at) *~f dt = smlA(v - p) 77, Re(i/+p)>0. (33) r J MJ Mt-^dt= '"W^j^ Re(i/+ /i)>0. (34) r (»/ - p) J°° J„ («) J (bt) t^v+y dt = 0 A .< O, Re v>Re n>- 1,
7.14.2 BESSEL FUNCTIONS 93 INTEGRALS RELATED WITH THE WEBER -SCHAFHEITLIN INTEGRAL (35) 2^+1 T(v+ 1) av+*-P f K^(atyiv(bt)t-Pdt = bvr(lA-lAp + lAli + Vw) Y(y2-lAP- Vzy. + Vw) x Jxi}A-lAp+lAii+V2'V, 1A-yrP-y2fi+1Av;v+ 1; b2/az), .Re(i/-p+1 ±A0>O, a>b, (36) 2p+zr(i-P) JT/y<*«) xv(/s») r^rft = cTv-xI3vzFx i}A+xA,v+%ii-%p, Vi+Vw-ViiL-Vrp; 1-p; l-jSVa2) xT(K + lAv+ lAy.-lAp) T(XA + 1Av-iAp.-1Ap) xr{1A-1Av + 1Ali-1Ap)r(1A-1A.v-1Afi-1Ap) Re(a+/3)'>0, Re(p±^±i/+1)>0, (37) K2ff S°°Y(at)J (bt)rPdt = &my2iT(v-(i-p) x J00 K(at)I(bt)t-Pdt a>>b, ReU-p+li^'X), (38) J""? (bt)J (at)t-Pdt 0 v M = - J"00 {^(at) Jv(k) + (4/7r2)cos[^ff(p+v+M)]/<:M(aO/^(^)ir''rf« a'>b, Re(p+v-fi)>-l, Rep>-1, (39) S^JJpDK^aritvWdt = (2jS)v (2a)^r(v + ^ + 1) (a2 +/S2)-"-^-' Ke(v+ 1)> |Re /*|, Re a>|Im£|. For further combinations see Dixon and Ferrar (L930). INTEGRALS INVOLVING PRODUCTS OF THREE AND MORE BESSEL FUNCTIONS (40) J~ tP-' J^atYJ^U) Jk(ct) dt, fJk(ct)' J0 M TCatson,(1934). (41) f tP~x J (at)Jv(bt)\ [K&tl dt,
94 SPECIAL FUNCTIONS 7J4.2 (42) J tP~] I (at) Kx(ct) 1 \dt, (43) /000^"' K^ariK^btiK^ctidt, (Bailey, 1935 a, 1936.) (44) J"[Jv(ax)]2 [Jv{bxy\*x*-ivdx --2„bZ~ZrL + y2) SM*-«WW 0 < Re v, (45) f~Jv(ax) Yv(ax)Jv(bx) Yv(bx) x2v+1 dx a2v6-2-4vr(3v+1) -1/3 < Re v < 1/2. (For other formulas see Nicholson, 1920, 1927; Titchmarsh, 1927; Mitra, 1933; Mayr, 1933; Sinha, 1943.) INTEGRALS OF THE SONINE GEGENBAUER TYPE (46) J~ J(bt) K\a(t2 + z*)*](t2 + z*riAv I**' dt 0 M v = b»a-vz»-v"(a* + b*)%v-iAtJ--1A Kv_fi_J[z(a2 + b2YA] Refi>-1, Rez>0. (47) {"j/btiK^ok'-yW-W-y'r^t^dt = % ire ~ HT(v-n-y*> b * a ~v y ' +^v (a 2 + b 2) Vl v~% ^ ^H^_][y(a2 + b2Y/'} Rev<l, Refi>-1, arp,(t2-y2)'A =0 if t > y, argU2 - y2)a = 77CT if t < y, where o = M and - '4^, respectively. (48) So°°^(bt) ll™[a(t2 + x2)'A] (t2 + x2)"^ ^+l rft = a~v b^x ' +M-^(a2 - fc*)X v-Xm-X #U>^ ^ (fl2 _ ^ 2)!4] a > 6, = 2*ir-' b»a~vx ,+M"^(i2 - a*)X"-X/*-X A'^_m_, [* (i2 - a2)'^] a < b, Rev>Re/z>-l, % > 0.
7.14.2 BESSEL FUNCTIONS 95 (49) J"00#(2,[aa2+*2)*](t2+*T*l't^'i+, dt 0 V Re (% v - %) > Re y. > -1. (50) /0°°KJ/[a(*2+z2)*]a2 + z2^5<l'«2'i+, dt a >0, Re/i>-l. (51) r",J.(6«)(«* + 22)-»'«'i+IA-«6)v-IzI-+'*-''K ..(izVTM Re(2v-M)>Re/*>-l, Re 2 > 0. (52) /"V^t)^'*-^* (t2-y*-rx trft-e-''r(o2+&2)X (a2 + 62)"* arg(i2—y2)x = %77 if t <y, (53) ire^^2 + fe2)* (a2 + &2)-* = 2 /" cos(bt) K0[a(t2 -b*)*] dt = -ffi/~cos(&*)//<2>[a(&2-*2)*]<fc, & e»*U[ (For similar formulas see Watson, 1944, p. 417-418; Mayr, 1932; Gupta, 1943 b.) (54) eiXir(p-v>j*V-t J [6(t2 + y2.)^]a2+:y2.)-^M(f2_a2)-»-< 0 M x{cos[/^n-(p- v-)] Ji/(a«)+ sin[%;r(p - v)] Yv(at)}dt =11 2--- C-4-Y U"-2 Ju[6(a2+y2)^] (ol+ yT^ff«I)(aa)| a>6, Re(±v) <Rep < 2m + 4 + Re/i, Re(ia).<0f ro = 0, 1, 2,.*., (55) J°°^-? c7k[6U2-fy2)^]a2-fy2)^^a2-fig2)-""? o /* x }cos[%77(p - v)] Jy(at) + sin[M7r(p - v)] lrl/(a^)} cfc =(-1)"+,^r (i^f)" }£p~2JMC6(y2-£2)*](y2-£2r*MVa^ a>b, Re(±i/)<Rep<2m + 4+Re/i, Re/3 > 0, ro = 0, 1, 2,... , (56) J"°V+I J [6(«2+.y2)^]a2+y2)-^a2 + /32)-, J(at)dt = )SvJM[6(y2-^2)^](y2-^2)-^/i:v(a/3) a>b, Re/3>0, -1 <Re v<2 + Re/z,
96 SPECIAL FUNCTIONS 7.14.2 (57) Jj tv'^ J^bt) JJat) (t2 + 02)"1 dt = jS^T/ijS) Kv(a& a>b, Re.i/>-l, Re(v-^)<2, Re j8 >0. (58) J^ ^+l J, (a*) (*2 + j8T' & - PvKv(a(3) a>>0, Rej8>0, - l.<Re.i/.<3/2. (59) Jo°° tv" Jv(at) (t2 + /82)-/*-1 ^ = a^£^ 2-»Kv_/JL(ap)/T(ii + 1) -KRe v.<2Re p + 3/2. For similar integrals see Watson (1944 p. 434-435.)* PRODUCTS OF BESSEL FUNCTIONS , ,.( Ze*+ ze'* V XZe-t+ze* / (60) KAZ)K (*)« fe' xAv+JXZ2+z2+2Zz cosh2t)*]<fe Re(Z)<>0, Re * >0. (61) 2, JmU) J>) - J^e "* ^-se" J [cos lMr J^u,) (x+xe* V(v+/x) - sin vn Y , (w)]dd - 2 sin w J°°e~vt ( ) v M o \X+xe x J x [cos ^77 J +„($) - sin .wr y^+v (0)] dt X>x>> 0, Re (M - ,1/) .< K, " = tf 2+ % 2 - 2xX cos 60,K * = (*2 + %2 + 2Z%cosh0? (Dixon and Ferrar, 1933, p. 193, 194). (62) J^z)Jv(z)+Yj<z)Yv(z) = 4;T2 Jo°° K (2z sinh 0 [c^^cosw + e^^'cos ^] <fe Re 2 > 0, "|ReCi/+^:|.< 1. (63) JMU)JvU) + yMU)yvU) = 4^"2 J°°A _ (22sinhO[e(/x+v)t+e-(^)tcos(M -.,/)«]* Rez>0, |Re(v-^)| < 1- (64) «7m(k)'JvU) - yMW y„(*) = 4ff-1 Jo°° yM+v(2*cosh*)cosh[(/t-j/)t]A z>>0.
7.14.2 BESSEL FUNCTIONS 97 (65) JJx) Yv(x) + Jv(x) Y^Ge)--4*'' /0°° ^+v(2* cosht) cosh[(^ v)t ]dt x>0. (66) J^Z)Yv{z)~Jv(z)Y^z) =4tT2 Jo°° Kv^(2z sinht) [e ^^'sinO^) - e k-^'sindV)]^ Rez>0, |Re(v+p)|<l. (67) JJ,z)Yv(.z)-Jv(z)Yj,z) =4tt-2 sin[(p- v)tt] J"0~Kv_m(2z sinht)e-(l'+'i)t^ Rez>0, |Re(i/-/i)| < 1, (68) Kv(x) I>) = Jo°° Jv+I1{2x sinht) e (v_'i)tdt Re(v- fi) < 3/2, Re(v+/i)>-l, * > 0. (69) [K„(x)]2 sin(wr)= n-J~°° J0 (2x sinht) sinh(2w)cfe \Rev\<%, x>0. (70) [#v(x)]2 cos(i/7r) = -7r.fo°C'yo(2xsinht) cosh (2 vt) dt |Rei/|<J4, *>0. (71) I (x) /^(x) + IM(*) K„(*) = 2 f° Jv+M(2x sinht) cosh [(ft - v)t]dt Re{v+fi)>-l, |Re(ft- v)| < 3/2, x > 0. (72) I (x) /^(x) - IM(x) «v(x) = 2 J"" Jv+M(2x sinhi) sinh[(^ - v)t]dt Re(v+fi)>-l, \Re{fi-v)\<3/2, x > 0. (73) !>) Kv(x) - cosKi/ - p) it] Iv(x) Xm(x) = sin [An -v)]. £° ^V-M(2* sinhOe"(v+M)t^ *>0, |Re(v- //)| < 1, Re(v+ii)>-V2, (74) Jv(z)£^ -y U)!^? --4fr"' S~KA2z sinht)e-2vtdt ov ov Re z > 0, (75) I (*) ^ * -£>) ^-1 - n J"~y0(2* sinhO sinh(2i/0A dv Ov ° + cos(w)Kv(x)]2 %>0, |Rei/| <#.
98 SPECIAL FUNCTIONS 7.14.2 For most of these formulas see Dixon and Ferrar(l930) and Meijer (1936, p. 519). (76) H <2,(*) H <2)(y) = (%n)-%if e~<"'»>* ) x Hl2lfi[(x2+y2 + 2xy cosh2t)y']dt |Re(i/-/c)| < 3/2, (77) 2*K/>)^>-Iw '""* (^T^J x Kv+fj[{x2 + yz- 2xy cos0)'x] d<f> - 2sin(w) /*+ve_£ V(v+/i> xj"eyt y , ) K . [(*l + y* + 2«ycosht),<]rft 0 \x+ye J M * >y, Dixon and Ferrar (1933). (78) tyz) Kv(0 = ,r°V2V[2(z£)* sinht] e-<f-')«-fc 'rft Rei/>-K, Re(£-z)>0, (79) ^v(2)KI/(f)=2cosU)/o0°K2v[2(2^^ sinht]e-e+*>e-htA -H<Rev<H, Re(**+£*)2>0. [see also 7.14(25) to 7.14(27)]. INTEGRALS INVOLVING STRUVE'S FUNCTIONS roc „ , /x rO^"-"-1 tan (H far) -KBe(i<l, Re p> Re p-3/2, (81, jr-.M^M'-^^-r^^r^lor^M Re(f£+v)>0, (82) Sj°Bv{2Zt)($2-irv^rvdt^%^r{%^v)2v[Jv{z)]2 z>0, |Rei>|<&. For further integrals involving Struve's functions see Mohan (1942); Horton(1950). 7.15. Series of Bessel functions SERIES OF THE NEUMANN TYPE (1) zver* ~2vr(v) 2 (v+n) &(y) Iv+n(z),
7.15 BESSEL FUNCTIONS 99 « ,x V r(li + n)r(tV+l-li)(^ + 2n) (2) ew«7,>) = y /i /i/\ +1^ <W*>- ^ n^0 rc I F vv + 1 - \i - rc) 1 vv + n + 1) ^ (If v-fi is a non-negative integer this expression reduces to a finite sum.) (3) Jv (z sin ft = & /r*)"* (sin 6)v > — T {v + K) n=0 * ^ + 'v + ^ xC^(cos0)Jv+, + 2n(2), ,, V (v + 1 + 2n) r(i/ + 1 + n) T (4) Hv(2)r(v + M)=4^2, ,(o „9 ,lW2B,I) Jw.+2n(z)' (5) J„M ,- .in-Mr [*-' J0U) ^1 (_1_+ tlLj J. (,) J . (6) (lAz)V-v~» Jiaz) J (/3z) «[a" jSV/T(„ + 1)] 2 (y + 2m) J +2m (*) ^ m= 0 |~V (-l)nr(y+m + n)a2n lrt2, zxl |_,= o n •' (m - n) l\T (re + /x + lj z J (7) {%zy-m-v j (az) -j (|82) = a^ j8vcr(m + D r(v + D] LL V V (v + 2/7z) r(y + 77l) , 0 -x T , x x 2, - 1J-L F4(-m,.y+m;p+l,.i/+l;o2,/3*)Jy + 2.(*)f m = 0 (Bailey, 1935.) (8) Viz'J iz cos<£ cos$) J (z sin<£ sin<&) = (cos<£ cos*)"- (sin<£sin$)v I (-1)" (/x +.|/+ 2n + l/<7 +v+2n+J(z n = 0 ^ x—— —— —rj- 2F [-W, p+.i/+fi+l;i/+l;(sin<0) ] i» ir(^ + i» + D trcv + i)]2 2 ! x 2FT (-rc, p + i/ + fl + l;i/+l; (sin$)2] /z, v not a negative integer, (Watson, 1944, p- 370; Bailey, 1929). (9) 2v-2vr(l+ «■!/) 1 <&z)*v+nJxv+n(zyn\ n— 0 do) r(v-p)Jvw-r(p+i) I J'({v~,l + "\ MzY-^J^jz), v n= o 1 (v+n + l)/i! ^ v £ p, \l not a negative integer
100 SPECIAL FUNCTIONS 7.15 (11) Jv(z cos*) Jv(z sin0 - lo nlTiv + n+1) Jv«n(z) (12) (z + h)^ J [(z + h)'A] = y{^LzMv-**J (**), m = 0 v not a negative integer* (±%KT_ ml v+m. \h\<\z\, (is) (s + w^y„[<*+«*]- Y lz^!2±^-^y ^ |A|<|*|, (u) jyy'fcd-a)*]- 1 (^a2)--v//jI.,l/(2)/rU-^ + i), (15) //'J' [«(l-a)x] = (l-a)x _2 (K2a2)--v//^v+I(2)/r(m-l.+ l), (16) (M;72)-Kcos[(22-2Zf)'i]= 1 t"-"-J , .,(2)/r(m-^+l), /7l = — OO (17) (W)-* sin[(22+22f)*] = 2 *'~v«7_( X)(2)/T(m-i/+D, 0l = — OO (18) (S2-r2)-^fl^[2(S2-r2)^]= 1 (1^2r2)"'S-l'-"'fl^m(zs)/m!. (19) (s2- r2)-*" £„[*(*2 - r2)*] = 2 (W)m s~v~" £ . (2S)/m ! , (20) W)_I sin(vir) = JJz) J_y(z) + 22 «7„+y(z) «/„-„(* X n= t (21) Jv(2z cos 0) = [J^U)]2 +22 «7Xv_„(z) ^V+B(*) cos (2» 0) Rei/>0, -H»r.$ 6»^ '^77, (22) [ J (z)]2 = 2 I (-I)""' J (2) J Jz) Re z > 0, n— I (23) J2V(2*)-K«X 2 (-l)n[n!r(3/2-«)]"■ Jv+n(z) J^+Jz), n — 0 ., oo (24) j0[x(t-r})*] = j0(x)io(x)+ 2 K-tr + t""] jn(*rino*), n= 1
7.15 BESSEL FUNCTIONS 101 (25) 'JAx{t + rx)]**[jn(x)i2+ s (-iru2n + r2n)[j u)]2, n= I (26) ber (2*x) = J0 (*) IQ (x) + 22 (-1)" J2n(*) 'J2n (x), (27) bei(2*%) = 2 2 (-l)nJ2n+IU)I2n+I(^). n= 0 (For further examples see Bailey, 1935, p. 235; Wise, 1935; Banerjee, 1939; Bateman and Rice, 1935; Fox, 1927; Rice, 1944; Rutgers, 1942; Nielsen, 1904, Ch. XIX to XXL) ADDITION THEOREMS AND RELATED SERIES w - (z2 + Z2 — 2zZ cos<£)^ and C^(z) is Gegenbauer's polynomial (see section 3.15). (28) ^"^"^W^^ZPrW 2 {v+n)CvJcos<t)JV+Bfe)ff"+\W(Z) n = 0 v^ 0,-1,-2, ... , \ze±i*\<\Z\, (29) /^"•(2,M = J0(*)#(!,)'(2)(Z) + 2 2 Jn(Z)#',M2)(Z)cos(n0) Ue±i*|.<|Z|, (30) u>_w«7 M-O^TCi/) 2 (v+riCHcos&J (z)J (Z) n— 0 v^O, -1,-2, ... , (31) c/0 M - J0 (z) J0 (Z) + 2 I Jn (z) Jn (Z) cos (/*<£), n = I (32) w~vJ_v(w) =(yiZZ)-vr(v) 2_(-Dn{v+n)Cvn(cos$)J_v_n(z)Jv+n{Z) 1/^0,-1,-2,..., .|2e±'*|.<|Zf, Let e ^ - (Z - ze "#)/«; and |ze ±#| .<.|Z|. (33) y^We'"^ 2 yv+n(Z)Jn(2)e£n*, (34) # ^'(2,M e iv* = 1 fl "MO (Z) c7n (z) e in* ,
102 SPECIAL FUNCTIONS 7.15 (35) K (w) e ** = 2 K. (Z) I(z)e in*, n = —oo (36) I>)e**« 2 (-irJv+n(Z)Tn(Z)ein*, n =— oc (37) (2z sin^)"v Jv(2z sinK<£) = 2TW 2 (,„ + «) [2"vJv+n(2)]2C* (cos,£) n= 0 <vtO, -1, -2, .... (38) J. (2z sin^) = [J0(z))z + 22 [JJz)]2 cos(re<£), or (39) tvJ [z(t + r')]= 2 t2nJv_n(z)Jn(z), n=—oo |t | < 1 in case v £ 0, ± 1, ± 2, .. . , (40) t"T [2(rf-t)]= I (-l)nt2nJp_n(z)Jn(z) n = —oo "|t | < 1 in case v £ 0, ± 1, ± 2, ... , (41) (z2 + Z2-2zZ cos<£)^ exp [±i[z2 + Z2 - 2zZ cos<£)^] = ±,VUZ)-^ 2 (n + y2)Jn+lA(z)H{W)(Z)Pn(coscf>) n— 0 |ze±i*|.<|Z|, (42) (%z)*T(2.p) = r{v)ra + v) 2 Cl/ + re)r(21v + re)[Jv+n(z)]2A!, (43) (sin a sin/3)*~v J„_^ (z sin a sin/?) e <"««*/* = 2^-^ Uz)-* [rw]2 2 r("'vTI) Jv+n(z)c"(cosa)C"(cos^ (44) cos (2 cos <£) = 2V T (v) I (-l)n (v + 2n) z~v Jv+2n (z) C£ (cos <£), n — 0 (45) sin (2 coscf) = 2vT(v) I i-lTiv + 2n + Dz"v^+2n+t(z)C2vn+I(cos<^).
7.15 BESSEL FUNCTIONS 103 SERIES OF THE KAPTEYN TYPE (46) wrJ(.v2)«8!nMr[l-2v2 I (-l)n Jn(nz)/(nz - v2)], n= 1 (47) virE Ci/*)-2(sinJS*!i)2-4.!/2 f [sin(W + W)]2J>z)/(n2-^2), n= 1 (48) (l-**)-*-l + 2 f [</>*)] S (49) [(1 - 2 2r* - 1] = f J [(« + JO z] <7., [0, + X)*], n= 0 (50) *~fsin*«=l-* f (4ii*-l)"f[c7 Gu)]2, n= 1 n (51) (l-z)-f«l + 2 f J (nz\ SCHLOMILCH AND RELATED SERIES (52)r(i/+l) I cos(mO(^/7^)"v^ (rox)=-% 0<%<*<t7, » = i v = X + 77* x-1 (1 - tz/xz)v-* 0<t<x< n, Re.i/>-%, (Cooke, 1928), (53) f UimxyrJim) WimyYv J (my) = ~ [2r.(p + l)T(v+ l)]"1 + 77* [yr^+Drdz+X)]"1 2Ff(K-i/, X;ji+l;*7y2) 77 »> y •> % > 0, /x, v>-%, (Cooke, 1928), (54) TCv+3/2) I cos On*) (Mm*)"""1 H (m*) = - (i/+ X) *"* 0 < % < s < 77, Re i/> - 1, (Cooke, 1930, p. 58), = -77-* + 77*%-I(l-*V*2)v+* 2Ff0i>+H, X; v+3/2;l-*2/*2) 0 <t<x < 77, Revl>- 1, (Cooke, 1930, p. 58), (55) xv=- 2r(v+ 1) I (-1)* (J477/arvm-vJ {mm/a) «= i v 0 < x < a, v £ 0,
104 SPECIAL FUNCTIONS 7.15 (56) irJvW-23"v f ml-v{4m2-l)-lnv(2mx) Bt = I 0 < X < 7T, V £ ~ % (57) a*"1 tt* - tt r(i/ + Vi) ('AaV^U^ax) + iri Y (v + M% aV'vJv(ax) 0 <X <7T, >V>2 V*. For (55) to (57) see Fennel (1932). EXPANSIONS OF THE FOURIER-BESSEL TYPE In the following formulas v and z are arbitrary, but v^ — 1,-2, — 3,... • The zeros of z~v J (z) arranged in ascending magnitudes of Re (y n) > 0, are ±yv^,(n = 1, 2, 3, ... ,). Then (Buchholz, 1947 ) (58) ^ M ^ y } ^^ Uz) y U)] 4J U) v v - 2 </>yv.n) </vUyv.n) [Jvtf (yv,n)]"2 (*2 -<„>" 71— 1 o^*^*^i. (59) «7VU«)/JVW - 2 2 yVinJv(*yvJKy2Vin-*2YJvU(yvjr n — 1 = *"+2*2 2'^.^[y^2,^2)^^,,,)]-' 71 — I 0,£* <], (60) Jv+I(*«J/JvU)-2« 2 <7v+I(yVjn*)[(y^n-Z2) Jv+1(yV(n)]-', (61) K log * = - 2 J>yn) J0iXyn) [yn J, (yn)r2 o&xzx&i, yn = y0,n, (62) U0U)]--i-2 2 Ey0>»-y.^r ♦r^H^r'. (63) [j0(z)]-z=i + 41 [y2>2-<n)'2 + (z2-<B>"'J[J.(yo.„)r2 n— 1
7.15 BESSEL FUNCTIONS 105 (64) [J,(z)]-' = 2z-' + 2z | [U2-yf/n)"' [c70(y1/n)r' 71 — 1 (65) [J,(z)]-2 = 4z-2 + l n — I For (62) to (65) see Forsyth (192!)•
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BESSEL FUNCTIONS 113 REFERENCES Stevenson, Georg, 1928: Amer. J. Math* 50, 569-590. Stone, M. H., 1927: Ann. Math. (2) 28; 271-290. Straubel, Rudolph, 1941: Ing. Arch. 12, 325-336. Straubel, Rudolph, 1942: Ing. Arch. 13, 14-20. Svetlov, A., 1934: C. R. (Doklady) Acad. Sci. URSS. (2), 445-448. Sza'sz, Otto, 1950: Proc. Amer. Math. Soc. 1, 256-267. Szegtf, Ga'bor, 1933: Proc. London Math. Soc. 36, 427. Szymanski, Piotr, 1935: Proc. London Math. Soc. 40, 71-82. Temple, G., 1927: Proc. London Math. Soc. 26, 518-530. Thielmann,H.P., 1929: Proc. U.S.A. Acad. 15, 731-733. Thielmann, H. P., 1934: BulL Amer. Math. Soc. 40, 695-698. Titchmarsh, E. C, 1923: Proc. London Math. Soc. 22, 15-28. Titchmarsh, E. C, 1923 a: Proc. London Math. Soc. 22, xiii-xvi. Titchmarsh, E. C, 1925: Proc. London Math. Soc. 23, xii. Titchmarsh, E. C, 1927: /• London Math. Soc. 2, 97-99. Titchmarsh, E. C, 1946: Eigenfunction expansions, Oxford. Titchmarsh, E. C, 1948: Introduction to the theory of Fourier integrals, Oxford. Tranter, C. J., 1951: Quart. J. Math. Oxford Ser. 2, 60-66. Tricomi, Francesco, 1935: Rend. Lincei, (6), 22, 564-576. Tricomi, Francesco, 1949: Atti Accad. Sci. Torino, CL Sci. Fis. Mat. Nat. 83, 3-20. Truesdell, C. A., 1947: Proc. Nat. Acad. Sci. U. 5. A. 33, 82-93. Truesdell, C. A., 1948: A unified theory of special functions, Princeton University Press, Princeton, N. J. Varma, D. S., 1936: Proc. London Math. Soc. 42, 9-17. Varma, D. S., 1936a: Bull. Calcutta Math. Soc. 28, 209-211. Veen, S. C, 1927: Math. Ann. 97, 696-710. Watson, G. N., 1928: /• London Math. Soc. 3, 22-27. Watson, G. N., 1931: Quart. J. Math. Oxford Ser. 2, 298-309. Watson, G. N., 1934: /• London Math. Soc. 9f 16-22. Watson, G. N., 1938: /• London Math. Soc. 13, 41-44. Watson, G. N., 1944: A treatise on the theory of Bess el functions, Cambridge.
114 SPECIAL FUNCTIONS REFERENCES Weinstein, Alexander, 1948: Trans. Amer. Math. Soc. 63, 342-354 Weyrich, Rudolf, 1937: Die Zy Under funktionen und ihre Anwendungen, Leipzig, B. G. Teubner. Whittaker, E. T., and G. N. Watson, 1946: A course of modern analysis, Cambridge. Widder, D.V., 1941: The Laplace transform, University Press, Princeton, N.J. Wilkins, J. E., 1948: Bull. Amer. Math. Soc. 54, 232-234. Wilkins, J. E., 1948a: Trans. Amer. Math. Soc. 64, 359-385. Wilkins, J. E., 1950: Trans. Amer. Math. Soc. 69, 55-65. Wilkins, J. E., 1950a: Amer. J. Math. 75, 187-191. Wilson, R., 1939: Proc. Edinburgh Math. Soc. 6, 17-18. Wilton, J. R., 1925: Proc. London Math. Soc. 23, VIII. Wilton, J. R., 1927: Messenger of Math. 56, 175-181. Wilton, J. R„ 1928: Proc. London Math. Soc. 27, 81-104 Wilton, J. R„ 1928a: /• Math. 159, 144-153. Wise, W. H., 1935: BulL Amer. Math. Soc. 41, 700-706. Wright, E. M., 1934: Proc London Math. Soc. 28, 257-270. Wright, E. M., 1940: Philos. Trans. Royal Soc. (A) 238, 423-451. Wright, E. M., 1940 a: Quart. /• Math. Oxford Ser. 11, 36-48. Young, L. C, 1941: Proc London Math. Soc. 47, 290-308. Young, W. H., 1912: Quart. J. Math. Oxford Ser. 43, 161-177. Young, W. H., 1920: Proc London Math. Soc. 18, 163-200.
CHAPTER Vin FUNCTIONS OF THE PARABOLIC CYLINDER AND OF THE PARABOLOID OF REVOLUTION 8.1. Introduction Let *t, x2, x , be Cartesian coordinates in the three-dimensional space. We define coordinates of the parabolic cylinder £, 77, £, by (1) *, = £,, xz = y2e-y2r,\ x3 = c and coordinates of the paraboloid of revolution f, 77, <fi, by (2) xf = f77 cos<£, *2 = £77 sin<£, *3 = %f2-%772. )Let a2 a2 a2 ^ - "7 + 7 + 3- <?*2 a*2 a*2 be 'Laplace's operator, and let / be any function of x only. The partial differential equation (3) ^u+f(x^) a = 0 transformed to the coordinates of the parabolic cylinder is fdZu dZu\ d2u and it has particular solutions of the form U (£) V(rf) W {£) where U9 V9 W, satisfy the ordinary differential equations (5) -— +(a£2 + A)t/=0, —- +(aj,2-\)V=0, d q a 77 (6) — +[/(£)-a] IP = 0, with arbitrary Constantsa, A. Again, with a constant k2, the partial differ- 115
116 SPECIAL FUNCTIONS tf.l ential equation A u + kz u = 0 transformed to the coordinates of the paraboloid of revolution is (7) *^H('*yM$)] d2u ♦ (fry)-2 ~— + k2u=0, and it has particular solutions of the form U (£) V (rj) W (eft), where V satisfies the ordinary differential equation d2U dU (8) -— +T' -TT+U2^-4M2r2 + A)^/ = 0. V satisfies an equation similar to (8)except that the sign of A is reversed, and W satisfies d2W (9) —— + 4M2 JF=0. d <fe For solutions which are one-valued and continuous on the paraboloids f = constant or rj = constant, 2// must be an integer. In the case of a more than three-dimensional space several generalizations of this approach to the investigation of (3)are possible. For some of them see P. Humbert (1920 a, b, c, d). The solutions of (5) and (8) can be expressed in terms of confluent hypergeometric functions. Although (8) contains two essentially independent constants, and therefore is as general as the confluent hypergeometric equation 6,1(2) itself, the special cases where 2// is an integer and where k, A, are real are particularly important for certain boundary value problems. These cases, and the solutions of (5) will be discussed in this chapter. PARABOLIC CYLINDER FUNCTIONS 8.2. Definitions and elementary properties By a simple change of variable, 8.1 (5) can be transformed into (1) -^+(v + %-Xz2)y-0. dz The solutions of (1) are called parabolic cylinder functions or Weber' Hermite functions. They can be expressed in terms of confluent hypergeometric functions. If we define
8.2 PARABOLIC CYLINDER FUNCTIONS 117 (2) Di/(z)=-2*b,-,>e-*z2 z <P(l/2-i//2; 3/2; z2/2) (3) -2"(*+«.-5<^fc,+JOi.J<(X.«) (4) = 2^e-V4 [ r<*> $(-^,; X; Kz2) L 1 \72-72V) +^ra*(1/2-"/2'3/2i'!/2)] [see 6,1(1), 6,9(2) and sec. 6,5, for the notations] we find that (5) Dv(z\ DA-z), D_v_,(iz), D_v_^-iz\ satisfy (1), The values of Dv(z) and of its derivative at z = 0 are seen from (4). Since a solution of (1) is completely determined by its value and the value of its derivative at z - 0, and since there are precisely two linearly independent solutions of (1), we find the following relations: (6) Dv(z) =-^r- le™*D_v_, {iz) + e~™*D_v_y (-£*)] (7) .e-v^D (_z)+^i_e-^')-^D (fz) i \-v) (8) =e^iDv(-z) + ^L e^WtD^i-iz) 1 \—v) and those which can be obtained from these by substituting — z for z9 These relations show how any three of the solutions in (5) are connected. The parabolic cylinder functions are entire functions of z. If v = n is a non-negative integer, we find from (4) that (9) ez2/4Dn(z) = 2-%nHn(2-y> z) is a polynomial; H (as) is called the Hermite polynomial of degree n (see Chap. 10). If v is not an integer, D^(z) and Dv(-z) are linearly independent. For all values of v9 Dv(z) and D_v_t(± iz) are linearly independent. The Wronskian determinants are (10) Dv(*)4- Dv(-z) - D(-z) —D(z) = (2„)Vr(-i/), dz dz (11) D (z) — D_Aiz)-D_v_,(iz) — D Az)--i exp(-W).
118 SPECIAL FUNCTIONS 8.2 If v and z are real, the values of D^(z) are also real. For the differential equation 8.1(5) we can also give real and linearly independent solutions in terms of the D if a, A, are real. If we assume a]> 0, we can transform 8.1(5) into (l2)-^~ + {lAx2-p)y=0 ax where £= (4a)"^,p=- A(4a) , and we find that the real and imaginary parts of (13) V* (*¥') satisfy (12). Other sets of solutions of (12) which are real on the real axis are r (% - %p) i7T/A (-e^/4x)l- y (x) _ F^~^tp) \D (e inMx) + D {-e i7rMx)~\ - v (x) -Im|2^e^/4[(l + e-^)^ + l]^e-,'^'/2+'T/8)Z?. _J*ei7r/4)}=y» where y' = arg Y(lA + ip). y0 and y behave simply at x = 0: yo(0) = l, y,(0)=0, y^(0)=0, y,'(0) = l, and y2 and y behave simply at x = .«>: y2 = (2/xf e'^mi + e-^i^ + l]54 sinfe(*)] [1 + OU"1)] y3 = (2/*)* e^Rl^ e-^^-l]54 cos [*(*)] [1 + 0(*~')], where gW = ^2-p log* + %7T+ My'. We also have y3(-%) = y2U). J. C. P. Miller has made y2 and y3 the basis for the computation of numerical tables; y0 and y^ have been discussed by Wells and Spence, (1945)and by Darwin (1949). From (2) and 6.6(6), 6.6(7) we find
8.3 PARABOLIC CYLINDER FUNCTIONS 119 (14) DJ/+!U)-2DJ,U)+ i/D„_,(*) = (>, and from 6.6 (10) we have (15) ^1 [«*** D(*)] = (-I)" (-1/). «K«2 D (*), (16) ^1 [e-*»2 Dv<*)]= (-1)" c^*2 Dv+a (*) m = 1, 2, 3 Therefore, we obtain from (15), (16) and from Taylor's theorem (17)D(,+y)-e*^2) I <-y)» U!)"' D . (*) m =5 0 oo « = o\w / and for i/ = 0 this gives the generating function of the D (z) [i.e., of the Hermite polynomials, see (9) and Chap. 10L (18) e-^2+z'"^2= V ^rDJz). « 71 I n=0 If i/ is a negative integer, the D^(z) can be expressed in terms of the error function (19) D f2)=2K —e^*2 — [e**2Erfc (2:*z)]f *"1 m! dzm and if v = -% in terms of a modified Eessel function of the third kind, (20) D_%(z)=Qizn)*K%(]iz2). 83. Integral representations and integrals INTEGRAL REPRESENTATIONS OF PARABOLIC CYLINDER FUNCTIONS (1) --^-e^*2J^e-»"2rI-X"(l + «)Xb'-,,d« r(_y2l/) Rei/<0, |argz|<Jfir, (2) "t(Y-Kv "^V/^2^"^' (1 + «)X"A Re i/ < 1, |argz| <% 77, e^z2 2 <3> = W , I/"Zt"'/2t r^1 it Rev<0, 1 l-i/) 0
120 SPECIAL FUNCTIONS 8.3 (4) DvW=f-j ey*z* f~ e^ tv cos (zt - Vvvn) dt Re -vO-l, (5) D_,„ [(«/*)*] = «-*•/« ," 2"-' Dr(2v)]-' J~ e"***"-1 exp[-(2ai)X] A Rci/>0, (6) Dv(z) = 2^X «»«-«*' (2ff/)-« '*°r{s)r{%v + y4-s)r(y2v-y4-s) "J.' {Viz2)*ds r«,i/+X)r«.i/-X) |arg*l|<&;r, 1^1/2,-1/2,-3/2, ..., (7) D^(r) D^I/.|U)-2j00c7j/+xa2)cos(rt-Ji'Mr)c"Jtift Rezi>0, Re.i/»>-lf (® =rn/ x J°° J „_„(Xt2) «"**<** Rev<0, RezfeO, r(-v) o v * 23/2 <9) - *w x J°X+k <'2)cos <*' - ^ ^rt* 0 .< - Re -i/ < 1, 1 r« (!0) J (cosh tf (sinh i)*"1 exp (- Y2z2 sinh t) <fc 77 ° Re.i/>0, |argzj£%7r, The integral representations (1), (2), (3), (4), (5), can be proved by verifying that the right-hand sides satisfy the differential equation 8.2(1) and assume the correct initial values at z = 0. Equations (1) and (2) can also be derived from 6.5(2), 6.5(6) and 8.2(1). In (6), the path of integration must be chosen in such a way that it separates the poles of T(s) from those of the two other gamma-factors in the numerator of the integrand; the formula is a consequence of 6.11(9). The integral representations (7), (8), (9),were proved by Meijer (1935b, 1937a) and (10) was proved by Bailey(1937). Jv, Ky denote Bessel functions of order v\ see 7.2(2), 7.2(13).
8.3 PARABOLIC CYLINDER FUNCTIONS 121 There exists a very large number of other integral representations for the D^ora product of two parabolic cylinder functions. For representations of D^ see Meijer (1934, 1935 a, 1938 a). An integral representation of D involving other confluent hypergeometric functions was given by Meijer (1941). For results related to (7), (8), (9), see also Meijer (1937b). INTEGRALS INVOLVING PARABOLIC CYLINDER FUNCTIONS (11) f°° e-'U-WtD^VUktftdt 2x-0-v/2n*ri&) M),.F(Z,l.,^..L±) r(y2V+y2p+y2) Re /3 > 0, Re z/k > 0, (12) J"o°° e*** D_v{t) *2e"' $(a, c; -'Apt1) dt |l-p|.<l, Re c >0, Re v>2Re(c-a), (13) Cey^D_v(t)t2c-^(a, c;-Hp^)A n-H r{2c-i)r(y2v+y2-c+a) ■ -j^w^ r(y2+y2,)r(a+y2v) ^-^^i-p) |l-p|<l, Rec>%, Re !/>2Re(c-a)- 1, (14) J"tve-V<t2D2v{t)Jv_,{tz)dt = ivr{v+y2)„-* zv~< e-*z2$(-v, y2-, y2z2) Re v>-y2, (15) (2^)-* jx e-(^)2/(2M) eMyz D ^ dy -CO Ml-^'e*^4"4"3 Dv[*(l-p)'x] 0 < Re p < 1, (16) /^e'*r-(l + ^V4 Dv|y(l-W]rfy = (2ff)U^e-(1+^2/^Z)v[jU-,-l)^] ReX>0, (17) J" (*y)* <7>y) y"-* e^2 D_^{y)dy = xv-Xey*x2D_2v(x) Re !/>-«, (18) /0OODv(y)e-1^2yvU2 + y2)-,iy=(^^r(v+lHI/-,e^2D_v_l(*) Re !/>-!,
122 SPECIAL FUNCTIONS 8.3 (19) f°° e-3^/4 tv-\ D (t) dt = 2"Xvr(v) cos(fc.vir) Re v> 0, k2 (20) J" e**' t^x D_JLt) dt n* 2-**"ftT(p) "" r.(X/i+H.v+X) Re^">0, (21) S'rD^(±t)Dv(t)dt li-w r » : i |_r (H - K n) r (-«.*) + r.(-x id r (K - k*) J Re /z > Re i/ if lower signs are taken, <22, riD up *-.»*■« **-*«»-«-*•» o v r (-i/) (23) J°° [Dn(0]2 * = (2ir)x ti ! n = 0, 1, 2, In these formulas, i*1, <$, J, 0, denote the hypergeometrie and the confluent hypergeometric series, the Bessel function of the first kind and the logarithmic derivative of the T-function. Equation (11) follows from 6,11(12) and the inversion formula of the 'Laplace transformation. 'According to 2,1(26), 2,1(2), the right-hand side in (11) reduces to an elementary function if /S = v + 1 or if i/ = — 2zi, n = 0, 1, 2, ,,, , For the proof of (12), and (13) see Erdelyi (1936). Wore general formulas of this type involving an pFq ((see,4,1) instead of $ have been given by Mitra(1946). A proof of (14) was given by Meijer, (1938),To prove (15) it suffices to express Dv by (3) and to interchange the order of integrations; if p tends to 1, the right-hand side in (15)tends to xv. Formula (16) is essentially the same as (15) and formulas (17), (18) are due to R. S. Vanna(1936, 1937); Watson(1910) has proved (19), and formulas (20), (21) were given by Erdelyi (1938); for v - /*, we obtain (22) and (23) from (21). We also see from (21), that the Dn(t), n = 0, 1, 2, • • • , form an orthogonal system in (—.«>, «>). 8.4. Asymptotic expansions From 8,3(6) it can be shown that (see Whittaker-Watson, 1927) for large values of \z.\ and a fixed value of v (1) *„(.)-.*e " [ I nlll/22>)n n+0\Z>\ ' 'J n ° -%n<argz <%n,
8.5.1 PARABOLIC CYLINDER FUNCTIONS 123 ■ 2.-W-1 L n= 0 r(-„)e e 2, „!(.k2«)» +°|z ' J n= o 7r/4 < argz < 5^/4, L n= 0 z BI<X,«)"—+olz' j (3) D, J(z).8"e^1 r(-v) n= 0 - 5 7r/4 < arg z < - tt/4, where the notation (4) (a)0 = l, (aTn= a(a+l)'^;(a+7i-l), ti = 1, 2, 3, ••. , is used. The behavior of D^(z) for |v| -» oo and for arbitrary values of z which satisfy \z\ < \vy* has been completely discussed by Schwid (1935)t His results are based on Langer's method (1932). As a special case we have the following result which, in the form given here, has been stated by Cherry (1949): If \z\ is bounded and |arg(— v)\ <%7r, then, for \v\ -* °° (5) Dv(z)=2'% exviYzvlogi^-Yzv-i-v)* *] [1+0 H"*]. 8.5. Representation of functions in terms of the D (x) 8.5.1. Series From 6,12(3) we have as a special case, for positive real values of x: 2*v V (-Dn DZnM (1> D» = F71Z3 I T(-lAv) rit0 n\2n(n-V2v) rW-Xv) nr0 ml 2n(n + X-Xv) This can be considered as an interpolation formula for the function Dv(x) of v9 the points of interpolation being the non-negative even or odd integers. An expansion of D^(x) D (x) in terms of the Dn(2^ x), (n = 0, 1, 2, ... ,) has been given by Dhar (1935), Shanker (1939) proved the addition theorem
124 SPECIAL FUNCTIONS 8.5.1 (2) Dv(x cost + y sinO= exp[%{x sint - y cos*)2] (t*nt)nDv_n(x)Dn(y) ?« e***U) 1(0 which holds for real values of t, x9 y and 0 < t < /r/4, Re v > 0. Erdelyi (1936) proved the expansion [see 8.4(4)] in which R denotes a remainder term. If \i is half of an odd integer, the series terminates. In all other cases the series is divergent in general, but the remainder term can be estimated, in particular if |argz| <%u and p is large, showing the asymptotic nature of the expansion From the expansion 6.12(6), an expansion of Dv(z) in terms of the Bessel functions can be derived, where the Bessel functions become elementary functions because their order is half an odd integer. In particular, we have D (*)=_— {cos £-2-6K-2a(l-2£73)sin£-£cos£]+»,.} ■lsin£-2-6K-2[(l-£2)sin£-£(l-2£2/3)cos £]+-...} where k = Kv+X>0, £-(2k)**, and the terms indicated by ••» are of the orcler of k"3 provided that £ is bounded. The Sturm-Liouville problems connected with 8.2(12) lead to certain orthogonal sets of functions for a finite interval (0, xQ), These are essentially parabolic cylinder functions whose order is of the type ip - lA (p real) and for which the variable has an argument, lAn or -%tt9 (see sec. 8.2). For an application see Magnus (1941); for Sturm-Liouville problems in general see Chap. 10 in the book by Ince (1944). 8.5.2. Representation by integrals with respect to the parameter Cherry's theorem (1949). If f(x) is of bounded variation in any finite interval of the real variable x and is absolutely integrable in (— <», oc), then * dv r \Pv(hx)D_v_. (ht) + Di/(-hx)D_l/_](-It)]f(t)dt
8.5.2 PARABOLIC CYLINDER FUNCTIONS 125 where (5) A = e*i77, h = e-*i7T. The condition that f be absolutely integrable, can be replaced by (6) ,(,)...*<*' (f^Ji-) [1+0(1x1"] for x -+ ± oo, where a is real and > l/2 and where c y> c2> are constants (which may be different for x -+ + oo and x -+ - oo). Condition (6) is needed in some boundary value problems (see Magnus, 1940). Equation (4) is analogous to the inversion theorem for Fourier integrals. It can be simplified if f(x) is an even or an odd function of x% Cherry (1949) has applied (4) to the function f {x) = D Jhx) for x > 0, f(x) == 0 for x < 0. In a formal sense [although (4) and (6) are not satisfied], Erdelyi's formula for the expression of a plane wave in coordinates of the parabolic cylinder is a special case of Cherry's theorem, viz.: (7) -2i(2n)X exvl-Kiig2 - rj2) cos<f> - l/2i fr sin<f>] /-*+io° dv f"(tan%Q5>)v sin irr cos/id) v %-ioo L ^ sin Vi<f> v v J (cf.Erdelyi, 1941% Here h is given by (5), and (7) holds for all real values of f, r) • For the diffraction problem of a plane wave incident on a half- * plane, Cherry (1949), gives the formula (8) -2» DQ [hU cos %<f> + 77 sin V2cf>)] D_} [h (rj cos Y2<j> -•£sinV2<f>)] r-X+io° dv (tan1/2«?5))v J-%-i*o smvn cos%9 for the secondary wave ( "Sommerf eld's wave"). A special case of 6,15(15) is the expression of a "cylindrical wave " in terms of solutions of 8.2(1), viz. (9) 2%n*H™[y2k(e+V*)] = J"e+i~ Dv[k*(i+i) f] z) , [k*a+i)v] r(-y2v)r(lA+1Av)dv c-ioo where -1 < c < 0, f, 77, real, Re ik >0, Another expression for the left- hand side in (9) in terms of an integral taken over the parameter of parabolic cylinder functions can be obtained from Cherry's theorem; see also Magnus (1941).
126 SPECIAL FUNCTIONS 8.5.2 Erdelyi (1941) also proved the following formulas which can be considered as linear and bilinear continuous generating functions of D [see also 6.2(20)]: 1 p c + ioo 277 c-i«. "*' (10) _L_ JC * D(z)tvr{-v) dv=e-X* -*'-*' c <0, |argt| <77/4, 0Sir)X .c + i~ rv~' dv 2«r» J«-<- v ~v-' J v ~v~' J sinC-w) = (l+t2)-* expfl 2l4u2+y2) + i^lJ] [4 l+* l+*2J —1 <c <0, |arg*| <y27T, 8.6. Zeros and descriptive properties For any fixed value of v the formulas 8.4(1) to 8.4(3) give a description of Dv(z) for large values of \z\; if v and z are real, then D (z) is also real in spite of the appearance of 8.4(2) and 8.4 (3)« If v is real, D v(z) has [v -f 1] real zeros, where [v + 1] denotes the greatest positive integer less than v + 1 or zero if such a positive integer does not exist. This result can be derived from a discussion of the differential equation 8.2(1). If v = n = 0, 1, 2, ... 9 Dn(z) has exactly n real zeros (and no other zeros). For other results about real zeros of the solutions of 8.2(1) which are real on the real axis see Auluck (1941); for asymptotic formulas for the real zeros of D^(%) if v is real see Tricomi (1947). FUNCTIONS OF THE PARABOLOID OF REVOLUTION The results of the two following sections comprise only a small part of the formulas which arise from boundary value problems of Aa-f k2& = 0 for the paraboloid of revolution. The whole subject has been thoroughly investigated by Buchholz; the formulas in sections 8.7 and 8.8 indicate which type of results can be found in the papers to which a reference is made. 8.7. The solutions of a particular confluent hypergeometric equation If in 8.1 (8) k9 pt, A are arbitrary complex constants, we have a differential equation which is equivalent to the confluent hypergeometric equation. However, if k and A are real and 2[i is an integer, 8.1 (8)maybe reduced to (1) 4^"+ rl^z+ <4fZ -P*C - 4r) a = 0
8.7 PARABOLIC CYLINDER FUNCTIONS 127 where (2) p = 0, 1, 2, ... , and r, £, real. Equation (1) has the solutions (for the notations see sec. 6,9). They are connected by the relations (4) e-X^r+V MiTiip{i{)~ e^1"*" M_iTi,Ap{-iO p! exp[7rr- Va i 7r(p+l)] (5) r« + xp-«ir) "'^ ^ p! exp[7rr+ %i7r(p + l)] + r(y2+1/2P + t» ^.^Gf) where £ denotes a real, positive variable, and arg ±i£= ±%tt. For £-» <» and fixed values of r, p we have: (6) ViT,xPW -€ire-Xie-X«r [1 + Otf"')] (7) r_iT(Kp(-»f)-e'iTe}"f"!iwTtl + 0<r1)]. The corresponding expression of theJf-functions in (3) can be derived from (4), (5), (6), and (7). The function (8) e-^^M.^tiO-e^^ni^yJ-it) is real for real, positive values of £ (if r, p are real). If p and £ are fixed and r is large, 6.13(8) gives the following asymptotic representations: (9) IT±.Ti!<p(+^)=2^e^i'Te+iTr±<T(^)-!ie-^T x cosh[(r- 2{tO% ±V*in\ [1 + 0(r^)], (10) IT (±»f)-2*e±iTr+iT(£r)-Ke~*WT + ir,HP x cosfTif—.2(r£)X -*ir] [1 + OCr"*)], where r, £, are real and positive. Erdelyi (1937) investigated the case where \r\ and |£| are both large but where r/£ is a fixed negative number. This result is (11) il/_iT#M[jV(2sinh^)2]=r(2M+l)e^w(^ x sin [r(sinh2 /B + 2 j8) -(/£- X)ir] [1 + 0 (r-*)] l/)r. AtanhffV
128 SPECIAL FUNCTIONS 8.7 where r, /S, ft + Vi, are real and positive. For the solution of certain boundary-value problems, the following functions are needed. Let £Q be a fixed real positive number. Then there exists a sequence of real numbers rn, n = 1, 2, 3, ... , such that t,<t2< t3 .- and Mir y ii£0) = 0. n r The functions (12) (— J M. u HO are orthogonal in (0, £Q). In order to compute the rn for a given £0 and in order to find the normalizing factors for the functions (12), Buchholz (1943) gave the formula (13) HO'*'*'*lTtvpiiQ r(Ji+xP) ,£0 r(z+i+y2P) 11 L1 + (t + « + «p)1.J z! x r =0 ^i-xKI^ + f^W*!^] where r, £, are real, r > 0, £ ^ 0, and also similar formulas for the partial derivatives <9r' <9£' <9r<9£ of the function (13). 8.8. Integrals and series involving functions of the paraboloid of revolution As a consequence of 6.15(15) we have ei{x+y) -i rioo ds x + y 2Uy)* -£oo ' ' cos ns
8.8 PARABOLIC CYLINDER FUNCTIONS 129 This is the representation of a spherical wave with the center in the focus of the paraboloid in terms of the functions of the paraboloid in revolution. Formula (1) was first proved by Meixner (1933) who also derived the formula 2ffp!p! Gbv)x^+i) (2) (^^r(P + 1 + 2l'a)r(P + 1-2ia)(^j^^^^+y) -/~rftp + K + »(a+r)]r[Kp+K+»(a-r)] — oo x rKp + lA -i(a + r)] r[V2p + K - *(a - r)] X Mia+ir,%p & Mia+ Kir, XpW d* Re%>0, Rey>0, p = 0, 1, 2, ... . The integral representations for more complicated types of waves with a singularity at the focus of the paraboloid of revolution were given by Buchholz (1947). One of his results is (-l)p~' (n + p)\ ro- + »°° =■— rr:—T7 -T r(s+y2P+y2)r(-s+y2P+y2) 2ff p\pl(n-p)\ <r-i<*> where x>y>0, oKK+Vip, and where 3F2 stands for 3F2= 3F2(-ri + P>n + p + l,-s+y2+y2p;p + l,p + l; 1), [see 4.1(1) for the definition of the generalized hypergeometric series]. If n ~ p, (3) becomes equivalent to 6.15(15). It should be noted, that H( * is an elementary function, see 7.2 (6)« The expression of a spherical wave, the center of which is at an arbitrary point, in terms of the functions of the paraboloid of revolution was also given by Buchholz (1947). If # = {[(%1-y1)-U0-y0)]2 + 4%0y0 + 4%T yT -^oyox^y^)lA cos(0t-02)}*
130 SPECIAL FUNCTIONS 8.8 and if xQ, y0, xy , yt, are real and positive and xQ > x} , y0 > yy , then, for a real o < %, W <W,r,>*^ = -2 S (2-»t,).-'<*'-'*') # p=o °'P p\p\ x(2ir d_I Ja+i~r(s + y2 + y2P)r(-s +■« + JiP) a-too where S0 0 = 1 and S0> = 0 if p > 0. For tine plane wave Buchholz (1947) gives a mixed series and integral representation: (5) exp[i(x —y) cos 6 + 2(xy)y> sin 0 cos <£] -, x* ■ ^ X -SiH (P cos (p<f>) (xy)% sind Li pi pi p= o l l x (2IT*)-1 Ja + £~ T(s + H + Kp) T(-a + % + KpHtan y20)2s There correspond certain series expansions to the integral representations in this section. In the simplest case, the formula corresponding to (l)is x + y UyK2 n=o n ^'° -ir%o For a large number of other series and integrals see Buchholz (1943, 1947, 1948, 1949).
PARABOLIC FUNCTIONS 131 REFERENCES Appell, Paul, and M. J. Kampe de Feriet, 1926: Fonctions hyper geometriques et hyperspheriques. Polynomes d'Hermite. Gauthier-Villars. Auluck, F. C, 1941: Proc. Nau InsU Sci., India 7, 133- 140. Bailey, W. N., 1937: Quart. J. Math. Oxford Ser. 8, 51-53. Buchholz, Herbert, 1943:~Z. Angew. Math. Mech. 23, 47-58, 101-118. Buchholz, Herbert, 1947: Z. Physik, 124, 196-218. Buchholz, Herbert, 1948: Ann. Physik (6) 2, 185-210. Buchholz, Herbert, 1949: Math. Z., 52, 355-383. Cherry, T. M., 1949: Proc. Edinburgh Math. Soc. (2), 8, 50-65. Darwin, C. G., 1949: Quart. J. Mech. Appl. Math. 2, 311-320. Dhar, S. C, 1935: /. Indian Math. Soc. (N.S.) 1, 105-108. Erdelyi, Arthur, 1936: Math. Ann. 113, 347-356. Erdelyi, Arthur, 1937: Akad. Wiss. Wien. S.-B. Ha 146, 589-604. Erdelyi, Arthur, 1938: /. Indian Math. Soc. (N.S.) 3, 169-181. Erdelyi,'Arthur, 1941: Proc. Royal Soc. Edinburgh, 61, 61-70. Humbert, Pierre, 1920a: C. R. Acad. Sci. Paris, 170, 564. Humbert, Pierre, 1920b: C. R. Acad. Sci. Paris, 170, 832. Humbert, Pierre, 1920c: C. R. Acad. Sci. Paris, 170, 1482. Humbert, Pierre, 1920<1: C. R. Acad. Sci. Paris, 171, 428. Ince, E. L., 1944: Ordinary differential equations, Longmans. Langer, R. E., 1932: Trans. Amer. Math. Soc. 34, 447-480. Magnus, Wilhelm, 1940: Jber. Deutsch. Math. Verein, 50, 140-161. Magnus, Wilhelm, 1941: Z. Physik, 118, 343-356. Meijer, C. S., 1934: N. Archiv. V. Wiskunde (2), 18, 35-57. Meijer, C. S., 1935 a: Proc. Kon. Akad. Wetensch. Amsterdam 38, 528-535. Meijer, C. S., 1935b: Quart. J. Math. Oxford Ser. 6, 241-248. Meijer, C. S., 1937a: Kon. Akad. Wetensch. Amsterdam, 40, 259-262. Meijer, C. S., 1937b: Kon. Akad. Wetensch. Amsterdam 40, 871-879. Meijer, C. S., 1938: Kon. Akad. Nederland. Wetensch. 41, 744-755. Meijer, C. S., 1938a": Proc. Kon. Nederland Akad. Wetensch. Amsterdam 41, 42-44. Meijer, C. S., 1941: Proc. Kon. Akad. Wetensch. Amsterdam 44, 590-598. Meixner, Joseph, 1933: Math. Z. 36, 677-707. Mitra, S. C, 1927: Proc. Benares Math. Soc. 9, 21-23.
132 SPECIAL FUNCTIONS REFERENCES Mitra, S. C, 1946: Proc. Edinburgh Math. Soc. 7, (2), 171-173. Schwid, N., 1935: Trans. Amer. Math. Soc. 37, 339-362. Shanker, Hari, 1939: /. Indian Math. Soc. (JV.S.) 3, 226-230. Shanker, Hari, 1939: /. Indian Math. Soc. (N.S.) 3, 228-230. Taylor, W. C, 1939: /• Math. Physics, 18, 34-49. Tricomi, Francesco, 1947: Ann. MaU Pura Appl. (4), 26, 283-300. Varma, R. S., 1927: Proc. Benares Math. Soc. 9, 31-42. Varma, R. S., 1936: Proc. London Math. Soc. (2), 42, 9-17. Varma, R. S., 1937: /• Indian Math. Soc. (N.S.) 2, 269-275. Watson, G. N., 1910: Proc. London Math. Soc. 8, 393-421. Wells, C. P., and R. D. Spence, 1945: /. Math. Phys. Mass. Inst. Tech. 24, 51-64. Whittaker, E. T., and G. N. Watson, 1927: A course of modern analysis, Cambridge.
CHAPTER IX THE INCOMPLETE GAMMA FUNCTIONS AND RELATED FUNCTIONS 9.1. Introduction A considerable number of functions occurring in applied mathematical work can be expressed in terms of the incomplete gamma functions, (1) y(a,x)=f*e-tta-*dt Rea>>6, o (2) rU*) = re-U*'* dt~T{a)-y{a,x), X which in their turn are closely connected with the particular case a - 1 of the confluent hyp ergeome trie functions $(a, c; x) and ^(a, c; x\ By 6.5(1), 6.5(2), and 6.5(6) we have (3) ■yU*)«a-|*ae~**(l, 1 + a; x) = a"1 *a$ (a, 1 + a;-*), (4) rUx)e*V'?(l, l + as^-c^Td-a, 1-a;*). When a = 1, the confluent hypergeametric equation 6.1(2) has the elementary solution ex xy"c so that the special confluent hyp ergeome trie functions to be discussed in this chapter satisfy simple differential equations of the first order. In many ways it is advantageous to adopt the slightly modified function —a (5) y*U*) = ~ j% e"Ha" dt i{a) ° e'x 1 = — 4(1, l + a;x)= — -4 (a, 1 + a;-*) T(l + a) T(l + a) as the basic function because this is a single-valued entire function of both a and # and is real for real values of a and x. The following functions are expressible in terms of the incomplete gamma functions1: the exponential and the logarithmic integral, sine and cosine integrals, error functions and Fresnel integrals and their generalizations. Definitions and notations of these functions vary considerably. 133
134 SPECIAL FUNCTIONS 9.1 The notations to be used here will be explained in the sections dealing with these functions* THE INCOMPLETE GAMMA FUNCTIONS 9.2. Definitions and elementary properties The incomplete gamma functions were first investigated for real x by Legendre (1811, Vol. 1, pp. 339-343 and later works). The significance of the decomposition (1) r(a) = y(a,x) + r(a,x) was recognized by Prym (1877) who seems to have been the first to investigate the functional behavior of these functions (which he denotes by P and Q). There are several notations for these functions. At present the most frequent notation besides the one adopted here is the notation used in astrophysics and nuclear physics, En(x) - J™ e"xu u'n du = x»-} HI - n, x). The alternative notation K (x) is sometimes used. For the formulas in ft this notation see Placzek (1946), Le Caine (1948), and Busbridge (1950). The older theory of the incomplete gamma functions is presented, and references to the literature are given in Nielsen (1906a, especially in Chap, XV, and 1906b). A more recent account is found in Bohmer (1939). It is customary to define the incomplete gamma functions by the incomplete Eulerian integrals of the second kind 9.1(1) and 9.1(2). However, in order to avoid convergence difficulties in 9.1 (1) when Re a<0 we shall adopt 9.1(3) and 9.1(4) as the definitions of the incomplete gamma functions with the remark that %aand *P are defined uniquely by the conventions of Chap. VI. Apart from the notation, 9.1(2) was known to Legendre. While y*(a> x) is an entire function of both a and x, the function y(a> x) itself fails to be defined for a = 0, — 1, — 2, ... . The function Via, x) is an entire function of a, but in general, except when a is an integer, it is a many-valued function oi x with a branch-point at x = 0. The recurrence relations (2) y(a + ly x) = a yia, x) -xae~x, (3) T(a + 1, x) = aHa, x)+xae-ii, are simple consequences of the definitions and can be derived from the incomplete Eulerian integrals of the second kind by integration by parts.
9.2 INCOMPLETE GAMMA FUNCTIONS 135 They can be used as an alternative definition of the functions under consideration. We have the convergent expansions in ascending powers of x9 a + n oo / \n. a + n (4) y(a.x)-e-'l — J LLf_-, w (a)„+1 ^ ra ! a + n V (-)" (5) ru«)-rw- 2 — n=0 nT| n=0 7i ! a + n (\n ^a + n n= 0 valid for all x, and a £ 0, - 1,-2, ... , with r (a + n) (a)0 = 1, (a)n = ■—= a(a+ 1) • • • (a + rc - 1) Al = 1, 2, «« . , and the asymptotic expansions in descending powers of x, I m +oci*rjr) |*'| ^ oo, - 3 tt/2 .< arg x< 3 tt/2, « = 1, 2, ,.. , (7) 7(a,x)=r(a)-x«-' e-*f ^ lll^L + 0(|^| ^)1 . Either from the power series expansion or from the definitions one obtains the differentiation formulas dy(a, x) dTia, x) = x~ ' e ~, (8) -/"»-^_" "»~'_„fl-i„-* (9) —— &Ta.yU *)] = (-)nx"a^ y(a + n, x\ dxn (10)—- [e'yUx)]B(-)B(l-(i e*.y(a-n,*), (11)—— [*~a TU *)] - Wn^~a"n T(a+ n, x), dxn j n (12) —[eTU *)] = (-)n(l-a) exF(a-n,x), dxn n the last four for n = 0, 1, 2, •.. .
136 SPECIAL FUNCTIONS 9.2 The continued fraction expansion (i3) ru*)« — e'xxa 1- x + 1 + 2-a x + - 1+ ... is due to>Legendre and can be derived from (3). Other continued fractions have been obtained by Schlomich (1871), and Tannery (1882). Whenever a is a positive integer, the confluent hypergeometric functions $(a, c; x) and *P(a, c; x) may be expressed in terms of incomplete gamma functions by means of the formulas a dn (14) *(n + 1, a+l;x) = —■ [exxn'ay(afx)] n = 0, 1, 2 n ! dxn (15) ¥Gi + l,a+l;*) 1 d* n-I(l-a) <9xn b4Bxn"ar:(of *)] n = 0,l,2, The first formula is meaningless for negative integers a, but it retains a meaning if it is divided by T(a + 1) before a approaches a negative integer. The second formula looses its meaning when a is a positive integer. 9.2.1. The case of integer a In this section n (16) e(x) = I ?—- n= 0,1,2 is the truncated exponential series, and E (x) is the integral defined in sec. 9.2. We have (17) y(l + n, x) = n ! [1 - e~z e B(*)], (18) r(l + 7!, x)=n le~xe (x\ n (19) r(l-n, x)=x,_B£ (*). /I By repeated integrations by parts we also have
9.3 INCOMPLETE GAMMA FUNCTIONS 137 (20) r(-»,*)=L^£/*)-e-*n2 (-)"^rr ^ s= JL, £) o, «• • • The function y(a, *) does not exist when a = — n9 but we have from 9.1 (5) (21) y*(-n, *)«*». It may be pointed out that for positive integer a and integer c, the confluent hypergeometric functions $(a, c; #) and W(a, c; x) may be expressed in terms of the functions discussed here. For $, with a = 1 +rc and c a 2, 3, ••• , this follows from (14). For other integers c, we have to divide (14) by T(c + 1), and write (14) in terms of y* before letting c be an integer. For V with a ** \ + n and c = 1, 0, — 1, — 2, ... , we have (15) and (19). The case c = 2, 3, ... , can be reduced to the former one by applying 6.5 (6). When a is close to an integer, we may obtain useful approximations to incomplete gamma functions by evaluating their derivatives with respect to a for an integer a. By manipulating the integral representation 9gl(5) one can prove (22) Y * «-log*-£f(*)f da |a-o and other results follow by application of the recurrence relations. 9*3. Integral representations and integral formulas The basic integral representations are the incomplete Eulerian integrals of the second kind, 9.1 (1) and 9.1 (2). The first of these fails to converge when Re a < 0. It may be replaced by a loop integral (1) yUjc) = - (2» sin Tra)"1 x a J*" e"xu (-u)a~} du where — n < arg(— u) < n on the loop of integration, x is arbitrary, ^ 0, and a is not an integer. With the unit circle — u = cos 0 + i sin 6, — n < 6 < tt, as the path of integration one obtains (2) yia, x)=xa cosec na j7* excc*e cos (a6 + x sin 6) d$. A real integral for Re a <0, x <0 may be derived from 6.11 (13). For Via, x) the basic integral representations are 9.1 (2) and - a) J x + t (3) r^*)=*(i~ x / -Z—l—dt.
138 SPECIAL FUNCTIONS 9.3 The latter integral is obtained when 6.5 (2) is applied to the last ¥ function in 9.1(4). 'Legendre's continued fraction 9.2(13) is a consequence of (3). Other integral representations are (4) y(nx)-x*lS~e"Uis*~'-J[2(xt)ii]dt Rea>0, 0 Ct (5) r (a, x) = ~* 6 /" e-H-^KMxt)*] dt Re a < 1, 1 U - a) (6) r(2-2«)r(a,-Jx)rUa) = 2re-xtrJ_i_ F(lt i.i_a._!_\ J° L* + 2i 2 ' \ 2'2 t+2i/ + ihi ^(l'b32 -«»7T2r)]* Rea<1' Re*>0- The last of these is due to Tricomi (1950 a). Some of the more important integral formulas are /(«f) *= aa(r iA «* (iy a+* °+1; tti) (7) J" e-***^'.y( 0 avi + s) -->- \ Re (a + 0) > 0, Re 5 > 0, ,8) /r«-^-.r(,,w,.^llgF/,(1,0 + ft^1,Ii-) Re£>0, Re(a+/S)>0, Res>-^, (9) jx e "*.y(* tz) dt = 2' ~ar (2a)r'e5 */8 n (2-X s) ReO-% a/4 0, Re s > 0, (10) T(a) *a^ J' e-***"^-' y(ft * - *t) A 0 -T (0) T(a - j8) yU *) Re a > Re j8 > - 1, afi £ 0. The hypergeometric function reduces to an elementary function if )3 = 1 in (7) or a = 1 in (8); in (9), D is the parabolic cylinder function. It may be noted that (3) to (9) are Laplace integrals. For other integrals see Nielsen (1906 b, c), Le Caine (1948), and Busbridge (1950). 9,4. Series The power series and continued fraction expansions were mentioned in
9.4 INCOMPLETE GAMMA FUNCTIONS 139 sec. 9.2. Using the expansion * > 0, Re x > 0 1 v (->. in 9.3 (3), we obtain the expansion in inverse factorials ob (1) r(n*)-e-'iB y ^ Re*>0, vhere " r(i-a) Jo » r(i-a) Jo U/ From 9,1 (IX ^e have y(a,* + y)-y(a,a:) = e~x*a"1 Jy e"u (1+-1 ) du. -nr If |y| < |#|, we may expand (1 + u/x)a~l in the binomial series, integrate term by term, and use 9.1 (17). Thus we obtain Nielsen's expansion (2) r (a, x) - T (a, x + y ) = y (a, * + y) - y (a, a;) = <T**a-' f (1 - a)n (-*)"" [l-c^C||(y)] M<M, n = 0 which is useful for numerical computation. Incomplete gamma functions occur in a large number of series expansions, many of which may be obtained by specializing parameters in the expansions of Chap. VI and will not be given in full. It is noteworthy that with h = 0, a = — 1, the coefficients in 6.12 (7) can be expressed in terms of the truncated exponential series; 6.12(6) becomes (3) y(M)=rWe-"^ 2 eB(-l)**"7 (2**), n= 0 and is rapidly convergent for all x A 0 provided that a is not a negative integer. In the expansion 6.12(11) the coefficients may be expressed in terms of Laguerre polynomials. If x and y are positive and x > y9 we have (4) Ha, x) yU y) = a-*"' (*y)a 2, , '!' ^a>(*) ^ ffr)- n^0 U + 1) ( The limiting case as y -> 0 of this expansion is
140 SPECIAL FUNCTIONS 9.4 (5) rUx)-e'*xal _2-ll X>Q „=o w + 1 and it coincides with the particular case a = 1 of the expansion 6.12(3) of the ¥-function in a series of Laguerre polynomials. For other expansions see Nielsen(1906a, sections 82, and 83). 9.5. Asymptotic representations For a-> oo, x = o(|a|), the first series 9.2(4) is an asymptotic expansion; for x -+ oo and a = o(|*|), we have 9.2(6). If x and a are of the same order of magnitude, an expansion may be obtained from 6.13(17), but it is not at all easy to find the general form of that expansion or to discuss conditions under which it represents yia, x) asymptotically as both a and x increase. Considerable complications arise when x and a + 1 are nearly equal, more precisely if a-» .<» and x = a + 1 + o (\d\). Tricomi (1950b) has made a through investigation of the problem. He introduces the parameter a* (1) zwm x - a and distinguishes two cases according as z is small or large. If z->0 and |argz| < 377/4, he proves that r(l + a, x) is asymptotically represented by (2) e-'x*** 2 Z (a)7i!(*-arn-1 n =0 where the coefficients (3) n ! Z>> -i-TT- ie-at(l+t)a] \ = L la~n)(a) are certain polynomials of degree [ti/2] in cu These polynomials have been studied extensively CTricomi 1951). In particular, we have (4) r(H-»s)= e '**" [l-.-?-^ 2aW0(l\a\2\x-dr)\ x-a L I* - ft) \x - a) J If z -+ 00 (when x and a are nearly equal), one has to distinguish two cases according as Re a is positive or negative. In the latter case Tricomi uses the function (5) ytU*) = rU)*ay*U-*) *>0. He then finds when £-* + «> and y is bounded,
9.6 INCOMPLETE GAMMA FUNCTIONS 141 (6) yfl + o,a + (2 id* y] = T(l + a) [5i+ ir"x Erf (y) + 0(<T*)]9 (7) r(a)yt[l-a, a+2(2o)*y] = - 77 ctn (air) + 2ir* Erfi (y) + 0(a"*). For a = 7i we have in particular (8) en fe + (2ii)K y] = exp [n + (2»)* y]. [y2 - it"* Erf (y) + 0(»"x)]. See also Furch(1939) and a contribution by Blanch in Placzek (1946)t 9.6. Zeros and descriptive properties Information about zeros for real a and x may be derived from the results of sec. 6,16t It turns out that y(a9 x) has (i) no real zeros (apart from x = 0) if a > 0, (ii) one negative zero x and no positive zero if 1-2ti < a < 2 - 2ti, where (n = 1, 2, 3, • • • , ) (iii) one negative zero xf and one positive zero x" if - 2n < a < 1 - 2n, n = 1, 2, • • • • The general behavior of these zeros as functions of a can be seen from the altitude chart (p. 142) of y*. Approximations to the zeros for large a have been obtained by Tricomi (1950b); he proves that (1) x ' =- (1 - a) [1 + 2* (1 - a)"* y*(a) +0(|ar,)l, * l + r(-a7r/2)X (2) x" --ra-- log : h 0 [\a\'' (log |G|)2]. 1 + t sin a 77 Here y*(a) is the unique positive root of the equation (3) Erf (y)=U/2)* ctn (ay), and t- 0.278463 • • • is the unique positive root of the equation (4) 1 + x + log x = 0. If a > 0 is fixed, clearly y(a9 x) is a monotonic increasing function of x for x > 0, and increases from zero to T(a) as x increases from zero to oo. It can be shown that for a fixed x > 0, the function T (a, x)/T (a) is a monotonic decreasing function of a for a > 0, In the other quadrants of the real a, x, plane the incomplete gamma functions were investigated by Tricomi (1951), who puts (5) rU *) = - a"1 e'xxaG(a9 x\ a < 0, x > 0, (6) y^ia, x) = a~* ex xag^(a,x) a>0, * < 0,
142 SPECIAL FUNCTIONS 96 Altitude chart of y* (a, x)
9.7 INCOMPLETE GAMMA FUNCTION 143 (7) y*(-a, -*) = T(a+ 1) e*&U *) a>Q, * > 0, and proves dG dG dg, dg. <0, <0, -Sl<0, -^>0, \k\<l dx da dx da throughout their domains of definition, \k\ < % for a > 1, and furthermore that ^ as a function of x has only one maximum or minimum if 0 < a < 1, while it has two maxima or minima if a > 1. The altitude chart (p. 142) is taken from Tricomi's paper. It shows the curves y*(a, x) = constant. SPECIAL INCOMPLETE GAMMA FUNCTIONS 9.7. The exponential and logarithmic integral The principal functions to be considered are (i) et(x) = -Ei(-%) = £°c"*r,it = no,x) = e"«?a i,*). (2) £*fe) = -£%"**"'rft *>0, (3) \i(x)=[ —^- = Ei (log %) = -£_(-log*). / log* In (2), the integral is a Cauchy principal value, i.e., lim (J'~€ + I°°) as^O, £>0; this function is denoted by Ei (x) in Jahnke-Emde (p. 2). We have the following relations between the functions defined in (1) and (2) (4) -£T(%e±i77) =£*(%) ±in *>0. The following formulas, and some others, can be obtained by making a -> 0 in the results of the first part of this Chapter: (5) Ei(-*)=y+log%+ 2, —; n = t n ! n oo X = y + log x - e ~x 2 (1 + Vi + • • • + Vn) , n = i n ! oo (6) £*(*) = y + log x + 2, % n=t * !*
constant of sec. 1,7.2, '~x\ I ^F + 0(W",')J L « = o 144 SPECIAL FUNCTIONS 9.7 where y is Euler's constant of sec, 1,7.2, (7) £,(x)=%-' e" H-»~, -3;7/2<arg*<3n/2, M = 1, 2 x -» oo, x > 0, W = 1,.2, ... , (9) d 21' ^ = (->""' <» ~ 1} ' *"" e"* en-. <*> »-l,2 (10) £= =e*Ei(-x)+ ^ ^TTT" »-l,2f.... m= 0 Re ]8 > 0, Re 5 > - & To these we add Raabe 's integrals /sin (pet) 1 „ *, Y <^= — [e«gf(o«)+e-"g (ax)] a2+*2 2a T (13) 0 j £ cos (xt) r *• xn —5 prf^^e^.laxj-e^S (ax)] Jo a +t a > 0, x > 0, a > 0, x > 0, both of which may be deduced from (l) and (2), and (14) J°° (6 +*)"1 e"ct dt = e6c £, [(a + i) c] fiec> 0, a (15) f~e~xtlog tdt = %~T £,(*) Re*>0, (16) J00 ta'1 E^ (t) dt = a"T[r (a, *) - xaE f (*)] Re x > 0, a ^ 0. For other integrals see Nielsen(1906, especially Chapters II and IV), Le Caine (1948), Busbridge (1950), From 9.4(5) we have V I to (17) E,{x)^e'x > —2—- *>0, ^* /i + 1
9.8 INCOMPLETE GAMMA FUNCTIONS 145 and from 9.4 (2) (18) £,(* + ?)«£,(*) +e""* f n!(-x)"n"![l-c"yc (y)] n= 0 \y\ < 1*1- The formulas for li (x) may be derived from those for E l (x). Certain generalizations of the exponential integral function occur in the investigation of wave propagation in a dissipative medium. A typical example is f e~uu~*dt where u = (a2 + t2YA. For this and related functions see Harvard University (1949b). 9.8. Sine and cosine integrals The definitions used in modern tables are f sin t 1 (1) si*=/ dt =—[Ei (ix) -Ei(- ix)], ] t 2i j Sin t 7T 2) Si x = / dt = — + si x, J « * 2 / COS t 1 (3) Ci x = / cb =— [Ei (&) + Ei (- ix)\ Joo t 2 (4) Ei (± ix) = Ci x ± i si x. Here ±i = exp (± %J7r). Nielsen (1906) uses the same definition of si, and writes ci instead of Ci. Some authors define the symbols Ci, Si, somewhat differently. Si x and also si x are entire functions of x9 (5) Si (-%) = - Si (x\ si (- x) - - 7T - si x. Cixisa many-valued function, with a logarithmic branch-point at x = 0. However, /* 1 - cos £ (6) Ci % = y + log x - I dt, Jo l so that Ci x — log x is an even entire function of x. Li particular, we have (7) Ci(%e±£7T) = Ci% ±in, » > 0. (2)
146 SPECIAL FUNCTIONS 9.8 The following formulas, and many others, are obtained by straightforward manipulation of the definitions or of results in the earlier parts of this chapter: v Mn*2n+I (8) Si% = %7r + six= > — r, i^ (2/i+ l)!(2n + l)' (9) Ci x = y + log x + 2, n= 0 n _2n (-)" x2 £, (2n)!(2i»)' (10) si x = — cos x [*?,' (_)« (2m)! 1 2 -^J-+0(W'2Af_,)J In*[ | —^r + <>(\*\ W)J - n- < arg * < jt, f fff (-)'(2m-l)! I Li,—^— J [if -1 (_)«(2 ro) i n m = 0 -J 8 = 0 r ^ + sin - n < arg * < 77, M, N =1, 2, ... , T "^ W- (2m - (11) Ci x = cos x + sin x I £ x^"1 L- m = 0 - 77 < arg x < n, M, N= 1,2,..., (12) /o°°c-**Ci(t)(/t--— log(l + s2) Res>0, (13) Jo°° e^'si fc) dt tan"1 s, Re s > 0, (14) Jo°° e^"1 log(l + t2) dt = [Ci {s)]2 + [si ts)]2 Re s > 0, sin x si x dx = I cos x Ci x dx = - — , 0 Jo 4 ' (16) / si x Ci x dx = - log 2, / (si x)2 dx = f (Ci x)2 dx = Krr. 0 00 For other integrals see Nielsen (1906b, especially Chap. IV)t The notations rx dt (17) Shix=J sinlu —= - i Si (ix), 0 t (18) Chi x = y + log % + 1 ^Zll 1 dt = Ci fcr) - Yiin C cosh £ - 1 log*+ —
9.9 INCOMPLETE GAMMA FUNCTIONS 147 are also used. The generalizations (19) f'smu—, u = (az + t2)y> 0 u and other similar generalizations have been discussed (Harvard University 1949 a). 9.9. The error functions The principal functions in this group are (1) Erf x = j* e'*2 dt = Ky(%, x2) = x 0(1/2, 3/2; -*2) = *e-*20(l, 3/2; x2\ (2) Erfc x = f~e-*2 dt = %n* -Erf x = V2r{%, x2-)^%e^2 <P(K2> Vv,x\ (3) Erfi % = -i Erf (w) =f*e*2dt=-x 0(1/2, 3/2; %2), (4) H(x)=2n-lA f* e-*2 dt = 2n-% Erf * = 1 - 2t7~* Erf*, (5) a(*)=-(2/ir)*/'e^ cfc =-2ir"* Erf(2"* *>. o The first three are the most convenient for mathematical work, and (2) is the function, although not the notation, originally introduced by Kramp (1799% The function (4) is more convenient for numerical work, and (5) arises in statistics where it is frequently used. There is a great variety of notations. All the error functions are entire functions; Erf x and Erfi x are odd functions of x* Most of the following formulas are either straighforward deductions from the definitions or else specializations of earlier results of this section: ~ ( \n „2n + 1 „ °° ^2n + 1 v*\ \—) X 2 \~\ X n= 0 * 2 2n + I , J^> /_\i»x2n + 1 (7) Erfi* = y -!L = e* Y £* nl(2n + l) L, ..--. (3/2)„ (8) Erfc * = Vie' L" = ° Rex>0, *•>«, M-l, 2 (9) Erfi*=-W^ + Xe*2 J ^L + 0(|«r«*-V) %>0, x -* oo, M=l, 2, ••• ,
148 SPECIAL FUNCTIONS 9.9 (10) J"0"° e "a h 2~bt dt - a -' exp f —5- J Erfc ( — J Re a > 0, (11) Je°EtHflt)e-*tdt = s"1 exp(-i_ ] Erfc(_] 0 \4a / \2a/ |arga| < & 77, Re s > 0, (12) J"°°Erf (at)* e~stdt = K(air)* s"'(o + s)_* 0 Res>0, Re(a + s)>0, (13) J00OErfc(af-,^)e-st^=^ff^s-, e-2as^ |arga|<^^, Re s > 0, (14) f°°Erii(at)e-*ttZ-stdt = u 0 iiexpfe) Ei\-h) Res>0, |arga|</£n. (15) /'e^2'2 -^- = ea2 Kir-Grfa)1] Re a > 0, 0 l + tz (16) /'Erf trf« = xErfx-y2(l-e'a:\ rfn+1Erfx 2 (17) = (-)ne-* tf (*) n - 0, 1, 2, ... , where Hn is the Hermite polynomial of Chap. X. A series of Nielsen's type is given below: (18) Erf[(*+y)x] 2xHn^Q 2.4-~(2n) *" Sre en«W\ |y| .< |*|. Expansions in series of Bessel functions (Tricomi, 1951) follow: (19) Erf(*) = KWe-*2 2 e (-1) x" I ^(2x), (20) Erf(**)-(X>r)* I (-I)Mt „(*), (31) &«(**)-■&*)* I {-D^^ In+ii(x)
9.10 INCOMPLETE GAMMA FUNCTIONS 149 The first of these expansions is a particular case of 9*4(3), the other two can be verified by means of the Laplace transformation. The most re cent monograph on error functions is that by Rosser (1948) who discusses the double integral (22) J* e"P2y2 dy J* c"*2 dx » = 1, 2, .•. . as afunctionof the complex variablesp, zandalso other related integrals. Repeated integrals of the error function have been investigated byHartree (1936) who puts (23) i° erfc x = 2n~% Erfc x, inevicx = f°° in~* erfc t dt, 9.10. Fresnel integrals and generalizations Fresnel's integrals are C(*)-(2ir)-x Jox T* cos tdt, S(x) = (2ir)~x f,VX sin tdt. Instead of these, we shall consider the more general integrals introduced by BShmer (1939) (1) C(x, a)^00^1 cos tdt = ^^i7jaru ix) + y2e+*i7rar(a,-ix), (2) Six, a)= J0°° ta'} sin tdt 2i 2i The same functions, with a different notation, have been discussed by Bateman (1946). Clearly we have (3) T (a, ix) = e*i7Ta[C(x, a) - i S(*, a)]. Fresnel's integrals are: (4) C (x) = (2/fr)'A f* ^cos (t2) efc = K - (2 *)"* C (x, V2) = (2n)-K [e-^£7rErf(e+K£7rx^) + e^i7rErf(e-^£7rxy!)], (5) 5 (x) = (2/ir)* J* sin (t2) <fc = V2 - (2 ff) "X 5 (*, X) 0 = f(2ff)-x [e-*i7rErf(e*i7rx*)-e*£7rErf(e-*i7rx*)].
150 SPECIAL FUNCTIONS 9.10 There follows a brief collection of formulas: (6) C(x, a)=r(a) cosMan) - > /n xt/ , w^o (2/7i)! (2/7i+ a) (7) S{x,a) = r{a)SinMan)~l - —- ^, /*.<, (2m + 1) ! (2/71 + 1 + a) (8) C(x, a) = -xa[P(x)sinx+Q(x)cosx], (9) S(*, a) = *a[P(%)cos%-()(*) sin*], where ao)PW= J (")[11+Ta)2° +o(|«|-^-1) m = 0 and e«. y 2~ te~' +o(Nr2tf~2) x -» oo, - 7T < arg x < n, M = 1, 2, . • • , (11) /" e""C(j, a) rfl = s"' T(a) [cos (Hair) - K(* + i)~a- Vi(* - i)~*I 0 Re 5 > 0, - 1 < Re a, (12) i~ e-°*S(t, a)dt=s~i r(a) [sin Wajr) _ iAi(s + i)-*+y2i(s _ ;)-«j 0 Res>0, -l<Rea, (13) /0°° ^-' C (t, a) dt = /3-' r (a + 0) cos[H(a + |8) vl Re£>0, 0<Re(a + £)<l, (14) J"o"«^"'S(tf tt)«fc-/3~,r(a + j8)sin[X(a + /8) 77] Re/S>0, 0<Re(a + /S)<l, (15) C (x) = J^ (x) + <75/2 (x) + c/^ (x) + • • • , (16) S (*) = J3/i (x) + J7/2 (x) + Ju/2 (x) + • • • . An integral representation of [C(x, a)]z + [S(x, a)]2 follows from 9.3 (6).
9.10 INCOMPLETE GAMMA FUNCTIONS 151 The curve represented parametrically by (17) £ = C(t, a), rf = S{t9 a) t>0 for a fixed a, 0 < a < 1, is a spiral and has been investigated by Bohmer (1939). It reduces to Cornu's spiral when a = %. It may be of interest to note that this spiral has a simple "intrinsic equation" (18) p = (aS),-,/a where p is the radius of curvature and s is the arc length.
152 SPECIAL FUNCTIONS REFERENCES Bateman, Harry, 1946: Proc. Nat. Acad* Sci. 32, 70-72. BShmer, Eugen, 1939: Differenzengleichungen und bestimmte Integrale, Leipzig, Busbridge, I. W„ 1950: Quart. J. Math. Oxford Ser. (2) 1, 176-184. Fureh, R., 1939: Z* Physik 112, 92-95. Hartree, D. R., 1936: Manchester Memoirs 80, 85- 102. Harvard University, 1949a: Annals of the Computation Laboratory, Vols. XVIII and XIX. Generalized sine - and cosine - integral functions. Parts I and II, Harvard University Press, Cambridge, Mass. Harvard University, 1949b: Annals of the Computation Laboratory, Vol. XXI, Tables of the generalized exponential - integral functions, Harvard University Press, Cambridge, Mass. Jahnke, Eugen and Fritz Emde, 1945: Tables of functions with formulas and curves, Dover Publications, New York. Kramp, Christian, 1799: Analyse des Refractions, Strasbourg and Leipzig, Le Caine, J., 1948: National Research Council of Canada, Division of Atomic Energy, Document No. MT- 131(NRC 1553), 45 pp. Legendre, A. M.. 1811: Exercises de calcul integral, Paris. Nielsen, Niels, 1906 a: Handbuch der Theorie der Gammafunktion, Leipzig, 326 pp. Nielsen, Niels, 1906b: Theorie des Integrallogarithmus und verwandter Trans- cendenten, 106 pp., B. G. Teubner, Leipzig. Nielsen, Niels, 1906c: Monatsch. Math. Phys. 17, 47-58. Placzek, George, 1946: National Research Council of Canada, Division of Atomic Energy, Document No. MT- 1, 39 PP» Prym, F. E„ 1877: /. Math. 82, 165- 172. Rosser, J. B., 1948: Theory and application of J"2e^*and j* e^ dy jy e^ dx Jo Jo J Jo Mapleton House, Brooklyn, New York. SchlSmilch, Oskar, 1871: Z. Math, Phys. 16, 261-262. Tannery, Jules, 1882: Comptes Rendus 94, 1698- 1701, 95, 75. Tricomi, F.G., 1950a: Boll. Un. Mat. Ital. (3) 4, 341-344. Tricomi, F. G„ 1950b: Z. Math. 53, 136-148. Tricomi, F. G., 1951: Ann. Mat. Pura Appl. (4) 28, 263- 289. Tricomi, F. G., 1951: /. D'Analyse Math. 1, 209-231.
CHAPTER X ORTHOGONAL POLYNOMIALS The standard textbook on this subject is the book by Szego (1939) to which we shall refer frequently. There is a systematic bibliography up to 1938, by Shohat, Hille, and Walsh (1940). Although the present chapter is concerned witn orthogonal polynomials only, in the introductory sections we consider more generally systems of orthogonal functions. For further information on this latter topic the reader may be referred to books by Kaczmarz and Steinhaus (1935) and by Tricomi (1948), and by Vitali and Sansone (1946). 10.1. Systems of orthogonal functions With an interval (a, b) and a weight function w (x) which is non- negative there, we may associate the scalar product (1) (<Pii<P2)sJ' WW?,W%W^ which is defined for all functions cpfor which w* (pis quadratically inte- grable in (a, 6). More generally, a scalar product may be defined by a Stieltjes integral (2) (cp,, q^) = fab q>i(x) y2(x)da(x) where a(x) is a non-decreasing function. If a(x) is absolutely continuous, (2) reduces to (1) with w (x) = a\x). On the other hand, if a(x) is a jump function, that is constant except for jumps of the magnitude w . at x = x ■, then (2) reduces to a sum (3) (<p1f cp2) = 2wicp1Ui)cfcUi) i which is the appropriate definition for functions of a discrete variable. The above definitions refer to real functions of a real variable, and to this case we shall restrict ourselves throughout this chapter. If the functions in question are complex-valued, or else if the domain of inte- 153
154 SPECIAL FUNCTIONS 10.1 gration is an arc in the complex plane rather than a segment of the real axis, then Cp2 (x) in all these definitions must be replaced by the conjugate complex quantity. Except in the last few sections (where we use definition (3)), we shall use definition (1) mostly, and shall assume moreover thatwix) is positive almost everywhere and integrable* It should be mentioned, however, that many of the results of the introductory sections hold for the definition (2), and therefore also for the definition (3), of a scalar product. Two functions are said to be orthogonal if their scalar product vanishes. A family of functions is an orthogonal system, on the interval (a, b) and with the weight function w (x) (or distribution a(x)), if for any two distinct members of the family, (cpt , cp2) = 0, Since the space of quadratically integrable functions is separable, it follows that an orthogonal system consists either of a finite number or at most of adenumerable infinity of elements. Thus an orthogonal system can always be written as a (finite or infinite) sequence, <po(x), cpl (x), ••• or shortly I q>n(x)\, and the orthogonal property is then expressed as (4) (cpA,cp^) = 0 h^k. We shall assume that i(pn(x)l does not contain any null function, i.e., that (qpA, yh) is positive for all A. It is then easy to see that the functions of any finite subset of an orthogonal system are linearly independent, that is that a relation of the form (5) c0 % (x) + ct cpt (x) + .... + ck yk {x) = 0 cannot be valid almost everywhere in (a, b), except when cQ = ct = ••• = c h = 0. (Form the scalar product with (p^O*) for h = 0, 1, ••• , &•) The functions lep (x)\ form an orthonormal system if (0 if h + k, (6) «*.%>- {, .f A = i, Every orthogonal system can be normalized by replacing <ph(x) by A (finite or infinite) sequence }0n(%)} of linearly independent functions can be orthogonalized with respect to the scalar product (2) by the formation of suitable linear combinations. For instance we may put recurrently (7) <po(*)=0o(*) <p, (*)=/* 10<p0(x)+ x/>x(x) »•• ••• ••• •••.
10.1 ORTHOGONAL POLYNOMIALS 155 and see that lcpn(x)i is an orthogonal system if we take (8> ^rw "^n' (P.)/((?., CpJ /7l= 0, 1 II -1. Alternatively, we may put (9) cpBW-ABO0oU) + ABl0IU) + ;.. + A„,0Il(x) Am^O and determine the A's so that Icp (x)| is an orthogonal system. One possible determination leads to (10) <i (*) = (0O,0O) (0O,0,) (0,,0O) (0,,0,) 0O(«) 0!^) 0„(x) It is clear that \<f>n(x)\ is an orthogonal system, for (10) is orthogonal to 0O(%), \Jj y (x), ... , 0n-i (%) an(l hence to <£R (x) for all m < n. Moreover, any orthogonal system of the form (9) is a constant multiple of \<p (%)i. In order to normalize the system (9), we introduce Gram's determinant G n which is the cofactor of *An + 1 (*) in the express ion (10) for <f>n + ] (%)• Gn is also the discriminant of the positive definite quadratic form /' [f0 tf0(*)+ - + £n4,n(x)Yw(x)dx in f , ... , f , and hence positive. We also put G = 1. The orthonormal system of the form (9) with A > 0 is then uniquely determined as (in cPnu) = (Gn_1cnr%n(x). Furthermore the following integral representation can be established (12) ^>)=[U-1)!]-' J-°V,^o £,.-,>V£o. x w{£0)... ">(£„_,)<*£„ ... if B_, where the integral is an n-tuple integral over (a, b) and 0o(xQ) 0, (xQ) .» 0„(*o) (13) V>0, .»,*„)= ' ra = 1, 2, ••• ■W *,<*„>•••*„<*„> (See Szego, 1939, sec. 2.1.) In this chapter we shall be concerned with the orthogonalization, in the form (9), of the functions ip ix) =xn. Thus we obtain a sequence of
156 SPECIAL FUNCTIONS 10.1 orthogonal polynomials ipn(x)\,n = 0, 1, 2, ••• where pk (x) is a polynomial in x of exact degree k9 and (ph, pk) = 0 for A, k = 0, 1, 2, ... and A ^ &. The interval and the weight function (or distribution) determine the system of orthogonal polynomials up to an arbitrary constant factor in each pn(x)% The polynomials may be standardized by the adoption of additional requirements.The three most frequently used additional requirements are: (i) \pn(x)\ shall be an orthonornial system and the coefficient of xn in p {x) shall be positive; (ii) the coefficient of xn in p (x) shall have a prescribed value (usually unity); (iii) for a given x (for instance xQ = a), pn(xQ) shall have a prescribed value. 10*2. The approximation problem 2 Let L be the class of all functions f(x) for which the (Lebesgue) integral fbw(x)\f(x)]*dx a exists and is finite, and let Iqp (x)\ be an orthonornial system in L2 • In approximating any function f(x)oiL2 bya linear combination coCpo (*)+»• +c„<pB(*), we regard d> In(ch)=f'w(x)\f(x)-c0cp0(x) cn%(x)YdX as the measure of accuracy of this approximation. It is easy to see that the best possible choice for c , is that of the Fourier coefficients (2) <*h=(f9 <Ph). In fact, expanding [••• ]2 in (1) we find In(ch) = Jabw(x)[f(x)]*dx+ t c\-2 i ahch h—o n= o .= Jhw(x)[f(x)]2dx- i a\+ 1 (ch~a)\ a h= 0 h— 0 that is the best approximation is the (n + l)st partial sum of the (generalized) Fourier series (3) a0<Pok) + ai<P|k)+ "• of f (x\ and the measure of the accuracy of this approximation is (4) In{a A) - J* w (x) [fix)]2 dx- f a\.
10.3 ORTHOGONAL POLYNOMIALS 157 Since In(aJ> 0, it follows that 2 a* is convergent and we have Bessel's inequality (5) 1 a\<jh w(x) [f(x)]2 dx. h=o n a It may happen that Parseval*s formula (6) 2 a\= fbw(x)[f(x)]2dx /»= o a holds for every function f(x) of L2. Then the orthonormal system {(p (*)} is said to be closed in L . In this case clearly (7) fbwb)[f(x)- 1 a.cp.(x)]2dx^0 as n -* «, a /» = i a a and we say that the partial sums of the Fourier series (3) converge in the mean to /(%)• In L*, every closed orthogonal system is also complete, i.e., if (/, <pfc) = 0 for all h9 then f(x) vanishes almost everywhere. This is a consequence of the Riesz-Fischer theorem (cf. for instance Kaczmarz and Steinhaus, 1935, or Tricomi, 1948, sec. 3.3). For a finite interval (a, b) every function of L* can be approximated arbitrarily closely, in the mean, by a continuous function, and by the theorem of Weierstrass the continuous function can be approximated by a polynomial. Thus for a finite interval and 0 (x) = t", or cp (x) = p (x\ we may make In(ah) arbitrarily small by making n sufficiently large. In other words, any system of orthogonal polynomials for a finite interval is closed. This need no longer be true if the interval (a, b) is of infinite length (Szego 1939, sec. 3.1). 10.3. General properties of orthogonal polynomials A weight function w (x) on an interval (a, b) determines a system of orthogonal polynomials \p (x)\ uniquely apart from a constant factor in each polynomial. The numbers (1) c = J w(x)xndx are the moments of the weight function, and with ifj (x) = *n we have (2) WB,<A„) = c.+B. In the notation of sec. 10.1 we then have
158 SPECIAL FUNCTIONS 10.3 (3) Gm c c ,. ••• c„ . * 1 *n "■• *n 0 0 1 *, ... *? r> * 1 x -. *n n n If the (undetermined) coefficient of xn in p (x) is denoted by h , we have C1 C2 "" °n+1 n—1 n 2n —1 * ... * (5) p.W--^=- /" n(fr-f.)« ft [<*-f>tfvWfvl n —1 */ Since 1, x, «•• , xn~* are orthogonal to p (x), we have (6) ^=(Pn.P„) = ^ C-, For the normalized polynomials k - (G _f/G ) , but we shall not standardize our polynomials at this stage« Any polynomial of degree m < n is a linear combination of P 0(x\ pt (*), ••• , p n (x) and hence orthogonal to p (*)• This leads to a simple proof of the following theorem on the zeros of orthogonal polynomials. All zeros of p (x) are simple, and located in the interior of the interval (a, b). For if pn(x) changed its sign in (a, b) only at m <n points, we could construct a polynomial n (x) of degree m so that p (x) n (x) > 0 in (a, 6), and this contradicts (p , n ) - 0« It can also be shown that between two consecutive zeros of p (x) there is exactly one zero of P +f (x\ and at least one zero of p {x) for each m> n (Szego, 1939, sec. 3?3). Any three consecutive polynomials are connected by a linear relation* We use the following notations: k is the coefficient of xn, and k^ the coefficient of xn~\ in p (x); r = A'/A , and h - (p , p )• We shall then prove the recurrence formula (7) Pn+1U)=Un.+Bn)Pn(x)-Cnpn_|W /i — 1, 2, 3, •••
10.3 ORTHOGONAL POLYNOMIALS 159 in which (8) A =k .Jk , B =A (r . -r), n n + r n n n n + 1 n C =A h /(A h ,) = ft ., ft , A /(ft2 A ,). n n ff n-1 n-J n + 1 n-J n n n-?' To prove (7), we remark that with the value (8) of A , the expression P +i(*)~~ A xp (x) is a polynomial of degree n or less, and consequently of the form From the orthogonal property of the p (x)9 we find that y2 = y = ••• = = yn = 0, and Now, xp (x) - (k A/k ) p (x) is a polynomial of degree n - 1 or less, and hence - A h k Jk = yt h , n n n —1 n ' 1 n~1 or y. = C • Lastly, the value of B follows on. comparing coefficients of xn on both sides of (7). The recurrence formula (7) remains valid for 7i = 0 if we put (9) P_,(*)=0. This convention will be retained throughout this chapter. It may be noted that conversely, a system of polynomials satisfying a recurrence relation (7) with positive A and C , is an orthogonal system. From (7) we easily obtain the Chris to ffel-D orb oux formula do) 1 A--P|/U)P|/(r)-I^rP-^)p-(y)-p-C')p-(y) v= o v " k ,.h x -y n+1 n J and for y -* x, (ii) i A-'[P>)]2 = i^[PnwPn'+1w-Pn'U)pn+1(x)]. n + 1 n Let {p (#)1 be the system of orthogonal polynomials for the weight function w (x)9 and let p(x) be a polynomial of degree I which is non- negative in (a, b) and has simple zeros at x ]9 xz, .♦• , x ^ The orthogonal polynomials q n(*), belonging to the weight function p(#) ">(*) are then given by Christoffel's formula
160 SPECIAL FUNCTIONS 10.3 P» Pn+i*** - Pn + l^ I P.**!* Pn + 1(*i> - P. + W I 9 in which c is an arbitrary constant factor (Szegd*, 1939, sec. 2«5). If some of the zeros of p(x) are multiple zeros, (12) must be replaced by a confluent form. Orthogonal polynomials have some important extremum properties. The first of these can be derived from the result at the beginning of sec. 10.2 and reads: The integral (13) Jb\n (x)\2w(x)dx a n in which n (x) denotes any polynomial of degree n with the leading term xn becomes a minimum if and only if n (x) = ck~y p (x) where e is a n n l n constant and |e| = 1. The second property involves the polynomials (14) Kn(x,y)= t h~m'p 6)p fy) which are defined for complex x, y (x"is the conjugate complex of x). We may remark here that for finite xQ, a and for xQ < a, the polynomials Kn(xQ, x) are orthogonal with respect to the weight function (x-x Q)w(x) (cf« (10) and (11)). The extremum property in question may be formulated as follows (Szego, 1939, theorem 3.1.3). Let n (x) be an arbitrary polynomial of degree n with complex coefficients such that the integral (13) is equal to unity. For any fixed (possibly complex) xQ the maximum of \n GO|2 is reached if and only if *nU) = e[Kn(*0,*0)r*Kn(*0,*) where |e| = 1. The maximum itself is K (x , x 0). 10.4. Mechanical quadrature Many interesting properties of orthogonal polynomials depend on their connection with problems of interpolation and mechanical quadrature. In this section we can give no more than a brief description of some of the basic results, and refer to Szego's book (1939, sec. 3.4* chapters XIV, XV) for further information. Let x}, x2, ... , xn be n distinct points of the interval (a, b) and let (12) cnp(x)qn(x)-
10.4 ORTHOGONAL POLYNOMIALS 161 (1) tfnW = (* ~ xy)(x -x2) ••• (x -*n\ lv(x)= (x - xv)~* TTnM/nfaj) v= 1, ... , n. The lv(x) are the fundamental polynomials associated with the abscissae x , ... , x in the Lagrangean interpolation (2) L(x)= I f(xv)lvM v— 1 of the function /(%)• If the integral (3) I=Jbw(x)f(x)dx a is to be computed for a function whose values at the x are given, it seems natural to use (2) and compute (4) J=fbw(x)L(x)dx= £ fix )Jbw(x)l (x)dx in the expectation that J will be an approximation to L Actually, for any x\ 5 •• 9 x 9 we have I~ J for all polynomials /(re) of degree < n — L However, if we choose the xy to be the n zeros of p nipc\ the orthogonal polynomial of degree n associated with the weight function w{x), then I- J for all polynomials f(x) of degree <, 2n — 1* For in this case f(x) — L (*r) is a polynomial of degree < 2n — 1 vanishing at all the zeros of p (x) and hence of the form Pn(*) ^-t (*) where tt . (#) is a polynomial of degree < n — 1. Then I-J= J bw{x) [fix) -L (*)]<& = (p , it t) = 0. It is customary to write (5) J=Jbw(x)L(x)dx= £ A, /(* ) where the A are called the Christoffel numbers. They are connected Vn J J J with the moments of w (x) by the relations (6) lxh\ =ch h = 0,1 ii-1 obtained by choosing /(re) = x \ The Christoffel numbers are positive, and the following formulas hold: rb wMpU) J rb , r P>) 1 (7) W.F^^H."wbt*^>J 2
162 SPECIAL FUNCTIONS 10.4 k ., h /k i If we denote by *tn, *2n, ... , *nn the rc zeros of pn(*) and by y t n, ... , ynn the * numbers in (a, i) defined by (9) fv"w(x)dx=k,n+... + \vn = Avn a then we have a number of separation theorems <10> *v-I.n <*v.n + 1<*x,,n (id yv.t(n<yv.n+t <rv.n (12) »: <y <* .f (13) A f < A Al < A 10.5. Continued fractions The recurrence formula 10.3(7) suggests the continued fraction (i) 1| C,| CJ \AQx + B0 \A,x + B, \A2x + B2 where An, Bn, Cn are given by 10.3 (8)« The rctn convergent R n/S n is defined as the finite fraction obtained by stopping at the term A _t x + Bn_^ in (1) so that (2) R0 = 0, S0=l; K, = l, St=40x + B0 = p,U)/p0(x). Both /? and S satisfy the recurrence relation (3) *.=G4 x + B)X -C X .. s ' n + t n n n n /j-1 The initial conditions are (4) for R n : XQ = 0, *f = 1; for Sn : ,¥Q = 1, X% = p, (*)/p0 (*). Referring to 10.3(7) it is seen that (5) Sn = Pn{x)/p0{x) = k-0'pn(x). In order to express also R , we introduce the associated polynomial (6) g («)-/" ^-^-a)*
10.6 ORTHOGONAL POLYNOMIALS 163 which is a polynomial of degree n - 1. From 10.3(7) xnti n n * n n * n I = -Anfa pn(t)w(t)dt = 0 11=1,2,.... Moreover, qQ (x) = 0, q f (%) = J"a 4^(0^ = 4,0 , and hence (7) *.-(*,c0 )-,>). We thus see that /? /S is a rational function of x with simple poles at x = x • The residues at these poles can be computed from lim (x-xJ-JL—-—- J^_ w(t)dt =\vn, see 10,4(7), and we have the decomposition in partial fractions (8) A=3l_ J Jbi. . o k . c „ , x — x On expansion of the sum in descending powers of x the relation 10.4 (6) shows th formally shows that*the first 2n coefficients are the moments c^. Hence we obtain (9) lim-i=7^- Z TFT- n ! 0 n= 0 For a finite interval (a, 6), and for any x in the complex plane cut along the segment (a, b) of the real axis, Markoff proved that lim R /S exists and (9) is valid. Moreover, (10) lim —i =-^L_ / «fe in this case (Szeg<V, 1939> sec. 3.5). Intervals of infinite length present formidable difficulties which are discussed in the theory of (Stieltjes and Hamburger) moment problems. For these see Shohat and Tamarkin (1943). 10.6. The classical polynomials The orthogonal polynomials belonging to the intervals and weight functions listed in the following table arise very frequently and have
164 SPECIAL FUNCTIONS 10.6 been studied in great detail. They are known as the classical orthogonal polynomials. CLASSICAL ORTHOGONAL POLYNOMIALS a b w(x) NAME -1 -1 -1 — oo 0 1 1 1 oo oo 1 a-x*)k~* (l-x)a(l+z)£ exp(-x2) xa e'x Legendre or spherical Gegenbauer or ultra spherical Jacobi or hyper geometric Her mite (generalized) Laguerre. Ail these polynomials have a number of properties in common of which the three most important ones are: (i) \p^(x)l is a system of orthogonal polynomials; (ii) p (x) satisfies a differential equation of the form A{x)y" + B(x)y' + kny = 0 where A (x) and B (x) are independent of n, and A is independent of x; (iii) there is a generalized Rodrigues' formula (i) pJx>>=t-^ -^rM*Un] K w(x) dx where K is a constant and X is a polynomial in x whose coefficients are independent of n. Conversely, any of these three properties characterizes the classical orthogonal polynomials in the sense that any system of orthogonal polynomials which has one of these properties can be reduced to a classical system. For (i), this has been proved by Hahn (1935) and Krall (1936); for (ii) by Bochner (1939)((in this case there are some trivial exceptions); and for (iii) by Tricomi (1948a). We shall briefly indicate the argument in this last case. Let \p {x)\ be a sequence of polynomials, p (x) of exact degree n, for which (1) holds for every n = 0, 1, 2, ... , the polynomial X being of degree k% Note that it is not necessary to assume that the p (x) are orthogonal polynomials or that w (x) is a weight function. From (1), with n = 1, we have (2) KlPi{x) = X '+Xw*(x)/w(x).
10.6 ORTHOGONAL POLYNOMIALS 165 '(*) * -r First let k =0. Then X is a constant and w '/w is a linear function of x% By a linear change of the independent variable we may make w */w - —2x, hence w = exp (— x2), and the polynomials are the Hermite poly- nomials, see 10.13 (7)« Next let k = 1. Then a linear change of x brings (3) -TT=-L^ W\X) X into the form w'/w = -1 + a/x, so that X - x9 w = xae~x9 and we have the Laguerre polynomials, see 10.12 (5)« We now discuss k > 2. In this case we may take (4) X= n (x-a) r= \ r and at first we assume all the a different from each other. From (3) h n 2 — w(x) r==1 x-ar so that (1) becomes k -a dn k n+a P,W = X n (x-a) r-—-[ n (x-a ) '], r = 1 a# r = 1 and for n = 2 this fails to be a quadratic polynomial except when k = 2. The case of repeated factors in (4) can be excluded by a similar consideration, so that in (4) we must have k~%a^a% By a linear change of x we may make a = — 1, a ~ 1, and write x = a-x)\ w(x) = a-x)aa + x)P so that this case leads to Jacobi polynomials, see 10„8(10)« It may be mentioned that Hahn (1949) has extended these results considerably. He replaced the differential operator df(x)/dx by the more general linear operator rrf \ f^X + <*)-f{x) LfM=- -7 \q - l)x + co and showed that in this more general case each of conditions (i), (ii), (iii), and of two further conditions, characterizes the same family of orthogonal polynomials. The classical polynomials are limiting cases of Hahn's polynomials, and so are the polynomials of sections 22-25 •
166 SPECIAL FUNCTIONS 10.7 10.7. General properties of the classical orthogonal polynomials Many important properties of the classical orthogonal polynomials follow easily from the generalized Rodrigues' formula 10.6(1). We assume a > — 1 in the Laguerre case and a > — 1, jS > — 1 in the Jacobi case. In each case we have in 10.6(1) a w(x) which is non-negative and integrable in (a, b)% Moreover, since all derivatives up to and including the (n - l)st of w (x) Xn vanish at a and b, we may integrate by parts n times in (/, Pn) = K-' Jb fM^r bv(x)xn] dx, a dx obtain (f,Pn) = (-\YK-< jhfV{x)w(x)Xndx n a and hence (f9 p ) = 0 if f is a polynomial of degree < nm In other words, the polynomials 10.6(1) form an orthogonal system in the interval (at b) with the weight function w{x\ and all the results of the previous sections are valid for these functions. In particular, we have the recurrence formula 10.3(7) with the notation 10.3(8) which we shall use again in the present section. In deriving the differential equation from 10.6(1) we shall write D instead of d/dx9 From 10.6(1) and from Leibniz' formula of the differentiation of a product we have Dn+'[XD(wXn)] = K [XDHwp )+(n+l)X'D(wp) -I- l/2 n{n + 1) X " wpn]m On the other hand, using 10.6(3), Dn+t [XD(wXn)] = Dn+1 \[K} p , + (n - 1) X '] wXn \ = Kn\\Kx pt + (n - 1) X '] D (ivpn)+(n + l)[K} p, '+(n-l) X ] wpj since K p + (n — l)X'is at most a linear function of x% Comparison of the two results yields the differential equation for y = p (x), where (2) An = -ra[A, A', + y2(n-l)X"].
10.7 ORTHOGONAL POLYNOMIALS 167 The self-adjoint form of the differential equation is dyl Xw (x) — + X w (x) y = 0. dx] d dx For the details of the proof see Tricomi (1948 a, p. 2,10-212). Since X is at most a quadratic polynomial, and pt(*) is a linear polynomial, the differential equation (1) can be reduced to the hypergeometric equation or to one of its special or limiting cases. For the classical polynomials we also have the differentiation formula (4) X^^- = («„ + l^X" x)Pn(x) + /3n Pn_, (*) where (5) an = nX'(0)-KX" ra, A n £„ = - C nUt, K, + (n - %) X" ], and An, Cn$ k 9 r have the same meaning as in sec. 10.3. By means of 10.3(7), the right-hand side of (4) can be expressed in terms of p and The proof of (4) in Tricomi (1948a, p. 212-215) is based on the fact that Xp\x)- VinX" xpn(x) is a polynomial of degree < n and hence of the form flnPnW + Pn Pn-t {X) + ?Z Pn-Z{x) + - + ^n P0 <*>• The coefficients a , ... , y are then determined by the orthogonal property. In the determination of )S the differential equation (3) is also used. Finally we note that by n successive integrations by parts as at the beginning of this section, (6) h =(p ,p )=(-l)nk n\K-x JbXnw(x)dx, n l n ' n n n a from 10.4(8), 10.3(7), and (4) (7) Ai/<B-^._1A..IWUViliy/8.][p._1(*Vi.)]-« and from (6) (8) (-1)"* K >0.
168 SPECIAL FUNCTIONS 10.7 Each of the following six sections is devoted to one of the principal families of classical orthogonal polynomials. Each of these six sections is organized on the following plan: (i) Standardization of the polynomials, (ii) Computation of the ten constants (9) hn,kn,rn,An,Bn,Cn,Kn,\n,an,Pn given by 10,7(6), 10,3(8), 10.7(2), 10.7(5). (iii) Statement of the recurrence relation, differential equation, and other relations, except that whenever these relations are cumbersome, it will be left to the reader to substitute the values of the ten constants (9) into the general formulas of this and the previous sections, (iv) Connection with functions of the hypergeometrie type and complete integration of the differential equation, (v) Generating function or functions, (vi) Integral representations. (vii) Addition theorems, series expansions, and miscellaneous results. Asymptotic properties, zeros, expansion problems will be discussed in later sections. We shall use the notation ^ d (10) D = — ax and shall put r(a+7i) . (11) (a)0 = 1, (a)n= = a(a+l) ... (a+n - 1). L\Ct) Accounts of the classical orthogonal polynomials are given in the works referred to in the introduction, and also in the book by Magnus and Oberhettinger (1948, Chap. V). 10.8. Jacobi polynomials We shall use Szego's notation P ta'^ (x) for the suitably standardized orthogonal polynomials associated with (1) a=-l, 6 = 1, w(x)=(l-x)a(l+x)P, X=l-xz. In order to make the weight function non-negative and integrable, we assume (2) a>-l, j8>-l. Many of the formal relations are valid without this restriction.
10.8 ORTHOGONAL POLYNOMIALS 169 (i) Standardization. i~ a\, s (n + a\ (a+1) (3) Pia'PKl)= ( ) = 2-. \ n J n\ (ii) Constants, (4) (2rc+a + £ + l)rc!r(rc + a+0 + lHa=2a+£+1 r(n + a+l) r(n + j8+l) (5) k =2~n ( J , r = — a \ n J n 2n + a+0 (6) 2U + DU + a + 0 + l)4a=(27i + a+0 + l)(27i + a+0 + 2) (7) 2(b + DOi + a + 0 + D(2ji + a + j8) 5a = (a2 - 02)(2n + a + j8 +1) (8) (n + l)(n + a + 0+l)(2rc + a + 0)Cfi = (7i + a)(n + j8)(2n + a + j8 + 2) (9) K =(-2)nn!, A=/i(7i + a+0 + l), a =r , (2n + a + )8) j8n = 2(n + a)(n + )8) (iii) Rodrigues9 formula. (10) 2n n! pb'P\x) = (-1)" (1 -*)-« (1 + x)~0Dn[a - x)a+n (l + x)P+n]. Recurrence formula: (11) 2(ji + l)0i + a + 0 +1)(2ji + a + j8) P^}U) = (2ji + a + j8 +l)[(2ji+a+j8)(2n + a+j8+2)« + a2 - 02] P^Hx) — 2(n + a)(n + /3)(2rc + a + ^3 + 2)p£'/3)(*). From (10) we obtain the explicit expression (i2)p<^>(*)=2-» f (n+a) (n+fi) u-i)—(*+«■ „f0 \ « / \n-mj which shows that (13) P<a'£>(-*) = (-l)nPf 'a)(*). Differential equation: (14) Q-x2)y" + [|8-a-(a + |8 + 2)x]y'+n(iH-a+|B + l)y=0.
170 SPECIAL FUNCTIONS 10.8 Differentiation formula: j (15) (2n + a + j8)(l-*2)— P(a-P\x) dx n = n[(a-p)-(2n + a+ jS)x] P <a^'(x) + 2(n + <z)U + /3) P„(f ^'(x). (iv) Hypergeometric functions. Equation (14) can be reduced to the hypergeometric differential equation 2.1(1), and the Jacobi polynomial is that solution of (14) which is regular and has the value (3) at x = 1. From the formulas of sec. 2.9, (16) P{*'0\x)= r + C) F(-n,n + a + jB + l;a+ 1; J* - Hx) = (-l)n f J F(-n, * + a+j8 + l; 0 + 1; % + %x) fn + a\ / x - 1 \ From this we find the further differentiation formula (17) 2" D* P(a-PKx) = {n + a+B + 1) /><«+«.£+« >(x) /ft = 1, 2, ... , n which confirms statement (i) of sec. 10.6. It follows from 2.9(14) that the function <?*a,y5)(%) defined by (18) r(2n + a+j8+2)^J1^)(x)= —-— jr—t x F[rc + 1, n + a+1; 2rc + a+0 + 2; 2(1-a;)"1] is a second solution of (14)« It is known as the Jacobi function of the second kind. This function is not a polynomial, but it satisfies the same recurrence formula (11), and the differentiation formula (15), as the Jacobi polynomial (except that n = 0 is not admissible with the Q); it vanishes at infinity when Re (a + /3) > — n — 1. For the various transformations of the hypergeometric series in (18)> an(l for its analytic continuation, see sec. 2.1.4* Jacobi polynomials and Jacobi functions of the second kind are connected by several relations. From the connection between various solutions of the hypergeometric equation, see sec- 2.9, we have
10.8 ORTHOGONAL POLYNOMIALS 171 (19) (?<a^)(x) = -y2ffcosec(a»7)P);a^)(x) + ^,rwruVi> r(n + a+ j8+ 1) x F (n + 1, -7i - a - j8; 1 - a; Vi - lAx\ There is also the integral relation (20) ()^^,(x)=K(x-ira(x+ir^J_\(x-0",(l-Oa(l + ^Pja^\Oe/* valid for all points x in the complex plane cut along the segment (-1, 1). This segment is a branch cut, and Q^a^ 'assumes different values according as x approaches a point £ on the branchcut from the upper half-plane (£+i0) or from the lower half-plane (£-i0). The values of Q^M (<f ±i"0) may be computed from (19)> taking arg (x - 1) = n for x = £+ iO, and arg (x - 1) = -77 for x = £- i'O. In particular, (21) Qb.0\£+iQ)-Ql*'PK£-iQ) '-t^.,.(J)^>rh;<,;»(i-fr-a.fr. TU + a+ £ + 1) xF0i + l,-n-o-j8; 1-a; >4-Hf) -Kf<l. On the cut itself, one may use the function (22) Q<a^)(^) = ^[<?<a'/3)(^+J0)+<?<a^'(^-t0)] -1<£<1 which is real when a and fi are real. From (19) (23) Qta^\{) = - Hi? cosectair) P<a^>(<f) l2^-wa,)r,(;)ru+> + " (i-^a + ^ ru + a + zs + i) xF(n + l,-re-a-/3; l-a;1/*-^) -1<£<1. Jacobi functions of the second kind are also connected with the polynomials (24) <7<a^>(x)=j"_'((«-%)"'a-tra+tfiP^^M-p^^Xx^dt associated with Jacobi polynomials according to 10,5(6), for clearly (20) may be rewritten as (25) Q{°-P\x) = -VAx-l)-a{x+irPq(a-PKx) + Q^'^MP^-PKx).
172 SPECIAL FUNCTIONS 10.8 Other relations connecting the P and Q are (26) P ia-P\x) Q {af\x) - P {afKx) Q toPKx) - 2^- (2» + a + /g)1^^"^^'^ fe - D-a (x + IT? nirdi+o + jS+l) (27) P^x) — P^x)-!?^*) — Pk'^GO = _2a+P r(n + g+l)r(n + /9 + l) (x _ i)-<*-i (x + i)-/3-i n!r(n + a + /3 + l) and from these it follows that Q (a"^' satisfies the same differentiation formula (15) as P(a^> . n From the theory of hypergeometric functions one obtains integral representations {ov.Q^a*^\ The simplest of these is (28) Q^'^Kx) = 2-n~* (x - l)'a(x + l)-£ x /Jf (* - ^)-^! (1 - *)n+a (1 + /)n+^*, valid when x is in the complex plane cut along the segment (—1, 1)« (v) Generating function. (29) f P{a'P\x)zn = 2a+PR-x(l-z+Rra(l + z+RrP n=0 n |*| <1 where (30) R = (l-2xz + z2yA and R = 1 when z = 0, For several ways of proving (29) see Szego (1939, sec. 4»4)« For particular values of a, )8 there are other generating func- tionst (vi) Integral representations. From Rodrigues' formula (10), we have where x ^ ± 1, the contour of integration is a simple closed contour, in the positive sense, around t = x% The points t — i 1 are outside the contour, and [(1 - t)/(l - %)]aand [(1 + t)/(l + x)]P are to be taken as unity when t = x% Further integral representations may be obtained, from integrals representing hypergeometric functions, by means of (16)«
10.8 ORTHOGONAL POLYNOMIALS 173 (vii) Miscellaneous results. We may apply Christoffel's formula 10.3(12) to w{x) = (1 - x)a(l + x)0, p(x) = (1 - x). In virtue of (3) we obtain (32) (n + Jio+XiS+Dd-*)?^1^^) = Oi + a + 1) P^^k) - (n + 1) P £f }(*) and similarly (33) 0i + Ka+fcj8 + 1)(1 + x) P <a^+1 >(*) = Oi + 0 + 1) P {a^Kx) + (n+ 1) P (a.f >(*). These- are examples of relations between contiguous hypergeometric functions (see 2.8(31) to 2.8(45)): other relations of this nature are (34) (X-x)P {a+u/3)(x) + (1 + x) P (a»*+,) (x) = 2P <*•*>(*) (35) (2b + a + /3) P <a-,l/3)(*) - (n + a+ /3) /> <a^)(*)-(re+/3)P^a_f'(x) (36) (2b + a+ /3)/><a^-,)U) = (b + a+ /3)/><a^)U)+U + a)/><a_f >(*) (37) P <a^"' >(*) - P <a~''*Xx) = P <a_f>(*). Repeated application of these formulas results in the expression of p (a+h.fi+k ){x) for any integers h, k in terms of P ^^Hx). From Rodrigues' formula (10) we have (38) 2b f* (1 - y)a(l + y^P^^Ky) dy = /»(«+«./s+»(o)-a-*)*+' (i+ *)£+' /><tv,/s+I)w. Toscano (1949) found a counterpart of Rodrigues' formula in terms of finite differences. We define the difference operator by (39) AaP(a) = F(a + 1) - F(a), AnaF = Aa(A"a-' F) and write Toscano's result in the form (40) b ! T (a + £ + b + 1) P <a>/3)(*) (-l>T(q + » + l) rr(a + £ + B + l) 1 -(K-K*^« 4 r(a+i) (/2"/2^ J* Lastly we quote the important limit ,41) Hn,_ [.-|.W.(.-I)] - 1» [ .-I'M' (l~)]
174 SPECIAL. FUNCTIONS 10.8 where c/ais the Bessel function of the first kind. This formula holds for arbitrary a and $ uniformly in any bounded region of the complex z-plane. 10.9. Gegenbauer polynomials We use Gegenbauer's notation C (x) for the suitably standardized polynomials associated with (1) a = -l, 6-1, ii;(*) = (l-*2)X"X, X = l-x2. These polynomials are also known as ultraspherical polynomials and are often denoted by Pn (*). Clearly, Gegenbauer polynomials are constant multiples of Jacobi polynomials with a = /3 = A — %. In order to have a real and integrable weight function we assume (2) A > - K, although many of the formal relations are valid without this restriction. For these polynomials see also sec. 3«15« (i) Standardization. (3) x v / * + 2A-l\ (2A) \ n / n\ By comparison with 10«8(3) (4) (A + y2)nC^(x)=(2\)nP{«'aKx) a = A-M. The standardization (3) fails when 2 A is zero or a negative integer. The only exception in the range (2) is A = 0 and for this we standardize according to (5) C°(l)=l, C°(l) = - .. = 1,2 and have A, - - <* ~ Wl (6) C°(*) = lim A"' C\x)=2-—— ?<-*•-*>(*). n In many formulas of this section A = 0 must be excluded. This case will be considered in sec* 10.10. (ii) Constants. (7) (n + A) n! T (A) h = nA (2A) T (A + K) (8) n!An=2"(A)n, rn = 0, (2A)BXI1 = (-2)"(A+K)„ (9) (n + lM = 2(n + A), 6 = 0, (n + 1) C = re + 2A - 1
10.9 ORTHOGONAL POLYNOMIALS 175 (10) An = n (n + 2 A), an « 0, j8n = n + 2A-l. (iii) Rodrigues' formula. (11) 2n/i!(A+y2) Q-*2)^cH*)-(-l)n(2A) Dn[(l-*2)n+^] n n n (12) C^(*)=l, C*<*)«2A*. Recurrence formula (13) (n + 1) C\, (*) = 2(n + A) *C*(*) - (n + 2A - 1) Ck , (x). Differential equation (14) (l-*2)yw-(2A+l)*y'+ii(n + 2A)y = (>. Differentiation formula (15) (l-*2) Ck(x) = -nxC\x)+(n + 2X-l)Ck Ax) dx n n n_l = (n + 2 A) *C^(*) - (n + 1) C^+, (*). Parity (16) Ck(-x) = (-l)n C^x). Explicit representations (17) C\cOS0) = J —^5 2f2- COS U- 2 77l)0 n ^ m\(n-m)\ m = 0 L^J (-i)m (x) /« = 0 f0 if /i is odd, (19) <^(0) = <j ^(-l)m (A)m//w! if n = 2/ra is even. (iv) Hyper geometric functions. The differential equation (14) can be reduced to the hypergeometric equation, and C (x) is that solution which is regular at x = 1 and has the value (3) there. Moreover, in the case of Gegenbauer polynomials the hypergeometric series in question admit of quadratic transformation, see sec. 2.1.5, and we obtain the following representations:
176 SPECIAL FUNCTIONS 10.9 (20) n\Ck(x)=(2\)nF (-b,b + 2A; A + %; xA-%x) = (-1)" (2A)n F(-n, n + 2\;K+1A;1A+ %x) = 2" (A) (x - 1)" F (-n, -n - A +—; -2b-2A+1; ) " \ 2 1-x/ ■(2A).G+r)v(""--x+fx+v^r) (21) C^(x)=(-l)"-^-= F(-m, m+\;V2;x2) (2 A) '2m (2m)! (A) F (-m, m + A; A + %; 1 - % 2) <K) i p ^-X.-X)(2x2_l) (22) C* .,(*)= (-1)" -%tl 2xf( -m, m + A+1;-;*2) 2B+' m! \ 2 / x F(-m, m + A + 1; A + %; 1-x2) (2X) (2ib + 1)!" J}Ll±LxP^-X'X)(2x>-1). From these representations in conjunction with (13) and (19) one obtains (23) Dn c\x) = 2* (A) CX_+mU) m = l,2, ...,n (24) DCX Ax) = xDCX(x)-nCX(x) n*~ i n n (25) »C\, (x) = xDCX(x) + (n + 2\)C X(x) (26) 20i + A) fCX(x) dx = C^+, (x) - CX_} (x) . „ if b is even, (27) DC^(0)= _ ,/m! if b = 2m + 1 is odd. U-l)"(A)n+l/
10.9 ORTHOGONAL POLYNOMIALS 177 A second solution of the differential equation (14) can be obtained from the work of 10.8(iv)by means of the connection, (4), (6), (21), or (22), between Gegenbauer and Jacobi polynomials. No generally accepted notation or standardization seems to exist in this case, (v) Generating functions. From 10.8(29), (28) f (A + %)" cHx) z" = 2^~* JT' (1 - xz + R)X~k L>n (2 A) \z\<l, R = (l-2xz + z2)'A, R = 1 when z = 0; but in this case there is a simpler generating function, viz. (29) I C\x) z " = (1 - 2xz + z z)~k \z\<l n= 0 which can be verified by putting x = cos 0, factorizing the right-hand side as (1 - e z) (1 - e~ z) , expanding in the binomial series, and using (17). A third generating function (30) 1 c)(x)-— = r(\+%)ez':°s0(1AzsmeYA-XJk_y(zsmd) n=0 (2A) n is connected with (29) by means of the Laplace transformation. (vi) Integral representations. Each of the generating functions leads to a contour integral representation of Gegenbauer polynomials. In addition, we have the real integrals (31) C^(x)=2 ,J^ + ra) fn [x + (xz-lYA cosq^Uintp)2^-'^ n I [IvA)J / Jo (32) C^(cos0 = 5 —-S (sintf 1_2M ^r dy. it* nITU) JQ (cosy-cosOY-^ f' both for A > 0. For (31) see 3.15(22) and Seidel and Sza'sz (1950). Equation (32) is Mehler's integral 3.15(23); there is a second integral obtained by replacing <f> and 6 by n — <f> and n — 6 respectively. Mehler's integral suggests a functional transformation which will carry ultraspherical polynomials into powers. (vii) Miscellaneous results. From the connection with Legendre functions, (33) n! Ck(x) = T(A + H)(2A)n [%(x2 - 1)]*~'AkP*£ (x),
178 SPECIAL FUNCTIONS 10.9 we have the addition theorem iini/r cos qp) [(A).]2 (34) C^(cos0 cos«/r + sin 6 sim/r cosqp) = 2 2"(2A + 2m-l)0i-m)! , _, . (2A-l)n+.+) x (sin 0)" C^_+; (cos d) (sin 0)" C £.+■ (cos 0) C^"H (cos <p). Relations between contiguous hypergeometric functions are (35) 2A(1 -*2) Ck" {x) = (2A+ n - 1) Ck Ax)-nxCk{x) = (n + 2A)* C^ (*) - (n + 1) C^+t (*) (36) (n + x.) c^;; (*) - a -1) [c*+l (*) - c^_, (*)i The differentiation formula (37) (*2-l)X+^Dnt(*2-irX] = (-l)n/..'^[*U2-l)-^] n follows from (11) and a linear transformation of the hypergeometric series in (21) and (22)t It is due to Tricomi (1949)« We note also Gegenbauer's integral (38) nlfVeUamaCk (cos0)(sin0)2\*0 o n = 2M ru + y2)(2k)n r z-kJk+n(z) and the expansion in a trigonometric series (A). r(n+m + 2K) • o (39) rU)CX(cos0)«2 I AiL "+,yi + 2A Cos[U+2m + 2A)fl-Afr] « = o ml rOi+in + A+1) 0 < A < 1, 0<0<rr (§zego, 1939, p. 95). 10,10. Legendre polynomials Legendre polynomials P (x) are the suitably standardized polynomials associated with (1) a--lf 6 = 1, u>(%)« 1, X=l-*2. These polynomials are also known as spherical polynomials • Clearly they are Jacobi polynomials with a = )S = 0, and also Gegenbauer polynomials with A = %• Legendre polynomials, and more generally Legendre functions have been studied extensively (eft chapter !!!)•
10.10 ORTHOGONAL POLYNOMIALS 179 (i) Standardization. (2) J\,U) = 1. Hence (3) Pn(x)-C*(x)-P<;0'0)(?c). (ii) Constants. (K) (4) A.-U + Ji)"1, An = 2"gn = 2"_-iL, rn = 0 n I (5) if = (-2)"n!, (n + l-M =2B + 1, B = 0, (n + l)C --» (6) \n = n(n + 1\ an = 0, j8n = n. (iii) Rodrigues9 formula. (7) 2nrc!P (x) = Dn[(*2-l)n] n (8) P0(*)=l, P, (*) = *, P2U) = i*2--. Recurrence formula (9) (n + 1) Pn+1 U) = (2» + l)xPn(x) -»Pn-i (*). Christoffel-Darboux formula (10) 1 (2m+l)Pii(x)Pii(y)=-^[Pn+,(:c)Pn(y)-Pn(*)Pn+|(y)]. Differential equation (11) (l-x2)yu -2xy'+n(n + l)y = 0. Differentiation and integration formulas (12) (1 - x2) Pn'U) = n [?„., (*) -xPn{x)] = {n + 1) [*PnGc) - Pn+I (*)] (13) xP'n(x)-P'n_^x) = nPn(x) (14) Pn'+1(*)-xPn'W=U+l)PnW (15) (2n + 1) fPn(x) dx = Pn+1 (*) - Pn_, (*). In these formulas P '(x) = dP (x)/dx. n n
180 SPECIAL FUNCTIONS 10.10 Explicit representations, parity, special values «*'.«-? «-»■(:) cry- * = o N ' (17) P (cos<9) = £ g g cos (rc-2^)0 «= 0 (is) Pn(-x) = (-iypn(x), pn(± i) = (±i)n (19) ^(ONt-lVg., P2.+1(0) = 0 (20) /,2'n(0) = 0, /,2'B+I(0) = (-D- (2m+l)gm. Here m! \ m / (iv) Hypergeomettic functions. See also 10.9 (iv). (22) ?„(*)- F(-n, n + 1; 1; V2 - K2*) = 2"gn*nF(-^re, J£-J£n; &*~2) (23) Pn(cose») = F(-ra, ra + 1; 1; sin2 V2 6) = (-1)" F(-ra, n + 1; 1; cos2^) (24) P2. (*) = (-1)' ga F(-m, m + V2; %• x2) (25) ^2.+,(*)=(-!)" (2m + \)gmxF (~m,m+—,—,x2J (26) P(x) = 2»m\g C"+,/i{x) n > m. dxm n 6- »-« Information about a second solution of Legendre's differential equation (11) may be obtained from 10.8(iv). Such a second solution is the Legendre function of the second kind (27) <?>) = <?<°'o)0O. In the complex rc-plane cut along the segment (— 1, 1) (28) 2_n(2n + l)!(n!r2(?n(a;) = (*-l)~"_l F[n + l, n + 1; 2n +2; 2(1-*)"'] = (*+ l)-n-' F[n + l, n + 1; 2n + 2; 2(1 + *)"'] = *-"-1 F(l/2+n/2, 1 + n/2; 3/2 + n; a;-2).
10.10 ORTHOGONAL POLYNOMIALS 181 The Legendre function of the second kind is not a polynomial: it satisfies the same recurrence relation (9) and the same differentiation formulas (12) - (15) as the Legendre polynomials, except that n = 0 is inadmissible in these formulas when written for Q* (29) <?n(-x)=(-l)n + '<?„(x) 1 x + 1 1 x+1 (30) <?0(x)=_log -, £,(*)=--* log --1 2 x-1 2 x-1 (31) Qn(x) = 2""-' J^ (1 - 12)n (x - t)-»"' dt (32) <?„(x) = J"0°°[x + (x2 - I)" cosht]-"-' rft (33) <?n(cosh£) = C [2(coshz -co8h^)]'x e~{n+Wl dz Re 2 > Re {, Im z = Im £ (34) <?„(x) = H /_', (x - 0"' Pn(t) dt. <35) <?.(.)-<?.«.) ^.W-l'"'^^li-^ P„.ut,(«). fc = 1 The last formula is equivalent to the special case a = )S = 0 of 10.8.25; for the proof in the form (35) see Hobson (1931, pp. 53-54)« The point at infinity is a zero of multiplicity n + 1 of Q (x); and this function has no other zero in the cutx-plane. The segment of the real axis from — 1 to 1 is a branchcut of Q (x), and (36) Qn({ + i0)-Qn({-i0) = -7TiPn(O -1<£<1. On the branchcut we may define a second solution of Legendre's equation by (37) Qn(<f)=^<?n(<f+i'0) + ^<?n((f-i0) -1<£<1. We then have (38) Q„(.f) = K2£',(£-;)-' Pn(t)dt -1<£<1 where the integral is a Cauchy principal value, that is -i-e . ri lim(J?_e + T ) as e>0, f-»0.
182 SPECIAL FUNCTIONS 10.10 (v) Generating functions. (39) 1 P (x)zn=a-2xz + z2)-* -!<*<!, |z| < 1 n= 0 oo (40) T -V Pn(coSd)zn = e*coa6J0( ^ n\ z sin 9) n= 0 (41) V P (cos 60 a;2"*1 ^FtsinKfl, cp) n~° x = tan%(£ 0<cp<%77, 0<0<n. The first two formulas are particular cases of 10.9(29) and 10.9(30). The last formula may be derived from (39), and F (A, Cp) denotes Legendre's incomplete elliptic integral of the first kind with modulus k (vi) Integral representations. (42) Pn(cos0)=^' J7(c os 0 + £ sin 6 cos cp)n c^cp = 7t"} J (cos 0+ *sin0 cosCp)"""1 dcp (43) Pn(cos 6) = 2^ tT1 Jq (cos Cp- cos 0)~* cos (n + JO cpdcp 0 < 6 < n (44) Pn(x) = (2™)"' J(° + ) (1 - 2xz + z2)-* z-»-} dz (45) pnu)=(-2^n(27^£^, /^^l^^^-u-^r^1 d«. Equation (44) follows from (39), and (45) from Rodrigues' formula. The integral in (45) is known as Schlafli's integral. Laplace's first and second integral, (42), may be deduced from (45) when the contour of integration is taken to be the circle and Mehler's integral (43) may be deduced from Laplace's integral (Whittaker and Watson 1940, sections 15.23 and 15.231). (vii) Miscellaneous results* With the notation (46) P" (cos 60= (-2)* m\g (sin0)* Cm+*(cos60 for the associated Legendre function of the first hind [see 3.4(1) and 3.15(4)] we have from 10.9(34) the addition theorem of Legendre polynomials
10.11 ORTHOGONAL POLYNOMIALS 183 (47) Pn (cos 6 cos 0 + sin 6 sin 0 cos cp) = Pn (cos 6) Pn (cos if/) n V (n - /ti)! + 2 > •: - P"(cos<9)P"(cos0)cos7icp. ,r|U + ™)! n n We note the expansion in a trigonometric series (48) P . (cos 0) = T " ' f' sin[(n+2m)fl] n = 2, 3, ... and the integral formulas 23/2 (49) r(i-xr^BW(b-—- r« A / , (-U'OS-JSA) (52) J, .*!■. „<.»*- 1(w)tMjM BeA>-2 and the bilinear expansion (53) Y "* lX P>)PJy)=2 1og2-l-log[(l-*)(l + y)] _^. n(n + 1) n n -1< * .< y < 1. n= 1 10.11. Tchebichef polynomials Sometimes (especially in the French literature) orthogonal polynomials in general are called Tchebichef polynomials. There are also several special systems of orthogonal polynomials called Tchebichef polynomials. In this chapter we shall reserve the name Tchebichef polynomials of the first and second kind for the suitably standardized orthogonal polynomials associated with (1) a = -l, 6 = 1, w(x) = (l-x2)TlA, X = l-x2. Clearly these polynomials are multiples of Jacobi polynomials with a = /3 = -lA for the polynomials of the first kind T n (x) and with a = /3 = lA for the polynomials of the second kind Un(x)* Also, the Jacobi polynomials in question are ultraspherical polynomials with k = 0 for the
184 SPECIAL FUNCTIONS 10.11 polynomials of the first kind and with X = 1 for the polynomials of the second kind* The orthogonal relationship for Tchebichef polynomials of the first kind reads J* T (x) T (x)(l-xz)~lA dx = 0 m£n. If we substitute x = cos 6 and note that cosn 6 is a polynomial of exact degree n in cos 6, we see that T (x) must be a constant multiple of cosn 6; and we show in a similar manner that Un(x) is a constant multiple of csc# sin (n + 1)6, We standardize our polynomials by putting ™ x v sin(rc + 1)0 (2) T (cos 6)= cos n$, U(cos6)= . sin 6 Many identities involving Tchebichef polynomials are paraphrases of well-known trigonometric identities. As an example, we mention the connection between the two kinds of Tchebichef polynomials, (3) Tnix)=Vj#)-xVn_^x) (4) (1 -x2) Un_, (x)=x TnW-Tn„ {x). Tchebichef polynomials are ultraspherical polynomials with X = 0, 1. From 10.9(23) it is seen that C„(*) can be expressed as a derivative of a Tchebichef polynomial whenever X is a positive integer. (i) Standardization, This is given by (2). It follows that (5) Tn{x)=Y2nCHx) = (gnr,P^'~)i)(x) n=l,2, ... (6)' {/„(*)= CjtO^g^,)-' *>«•*>(*) n-0, 1, ... where C° is defined by 10.9(6) and gn by 10.10(21). (ii) Constants. For T {x) (7) hQ = „, AB-Hir i»-l, 2, ... (8) *„=2»-', rn = 0, Kn=(-l)»2%!gn (9) An = 2, Bn = 0, C„=l (10) X =n\ a =0, fl-i».
10.11 ORTHOGONAL POLYNOMIALS 185 Fori/ (x) n (U) hn = %n, A.-2", rn = 0, Xn = (-l)"2"+'n!gn+I (12) 4=2, 6=0, C = 1 (13) kn = n(n + 2), an=0, j8n = « + l. (iii) Rodrigues9 formulas. (14) 2n(«) r (*) = (-!)" (l-*2)*Dn[(I-*2)""*] n n (15) 2n+,(,/2)n+I £/„(*) = (-l)nU+l)(l-*T*Dn[(l-*2)n+*]. Recurrence formula [2 (%) is either T (x) or U (x)] n n n (16) zn+l{x)=2xzn{x)-zn_t(x). Christoffel-Darboux formula. (17) 2' z U) * (y)-U-y)-Hz.+,(*)* (y)-*(*)* +I(y)] • = 0 where 2 is either T or £/ , but in the case of 71 , the first term (m = 0) of the sum must be halved• Differential equations. (18) (l-*)y" -xy'+n2y = 0 for y=Tn(*) (19) (l-*)y" -3*y'+rc(rc + 2)y = 0 for y = tfn(*) Differentiation formulas (primes denote differentiation with respect to x) (20) (1 - x2) rU) = n [7"B_tU) - * Tn(x)] (21) u-*2) £/'(*) = (n + i)£/ ,W-mj;w. Explicit representations / , ,. , x n [f] (-D" (»-»-Dl , x . (22) T (*)=— A TT JT^l (2*)n_2n n = 1, 2, ... 2 „t?0 m\{n-2m)\ fV] (-l)"(n-m)! (23) ">>- Z ,, 9 „ (2*)n"2"- /=0 ml (n -2m) !
186 SPECIAL FUNCTIONS 10.11 (iv) Hyper geometric functions* (24) rW-F(-B,»;X;»-^) (25) ( 3 1 x \ U (x) = (n + 1) F I -a, n + 1; - ; - - - J . \ 2 2 2/ From these relations and from 10.9(iv) (26) Dm T (x) = 2*~l (m-1)1 nC\ (x) n>m n n n — (27) D" 1/ (*)=2" m!C" + ,(:r) n>m (28) ?"(*) =/»£/.(*). (v) Generating functions. (29) 1 + 2 J r.fe),"-^ (30) 1 + 2 2 n_l 7" (*) z" =-log(l - 2xz + z2) n= 1 (31)* 2 0 (*)zn=(l-2*z+z2)-' (32) I g 7" (*)*"-2'* Je_I(l-**+*)* n = 0 (33) 1 g +l 0 U)*"^-**-1 (1-«+*)"*. In all five formulas -1 <* < 1, \z\ < 1. In the last two formulas R = (l-2« + z2)*. Equation (31) is a special case of 10.9(29), and (30) is a limiting case of the same relation: (29) can be derived from (30)t R = 1 and log R =0 when z - 0. Formulas (32) and (33) are special cases of 10,9(28)« (vi) Integral representations* Contour integrals which represent Tchebichef polynomials follow from any of the generating functions.
10.11 ORTHOGONAL POLYNOMIALS 187 (vii) Miscellaneous results. (34) 2Tm(x)Tnb)-Tn+m(x)-Tn_a(x) n>m (35) 2(*2 - 1) U _. (x) U_. (x) = T. (x) - T (x) n>m (36) 2 7^ (*) £/n_, (*) = f/n+._, (*) + Vn_m _, U) n > m (37) 27;(*)£/._,(*)=» £/„+._,(*)-£/„_,,_,(*) n>m (38) 2[Tn(x)]2 =1+2 T^U), 2fnU) Un_t (x) = £/2n_, (*) (39) 2(1-*2) [£/„_,(*)]* = 1-27^00 (40) £ 7'2ii(x)=1/2 + 1/2[/2n(x), "£' T2 .,(*)= lAU.(x) m. = 0 « = 0 (4i) 2d-*2) £ phw-i-rh+lw n = 0 (42) 2(l-a;2) "S' ^+IW=*-7,fB+I(x). m = 0 All these formulas are paraphrases of trigonometric identities. Mehler's integral 10.10(43) may be interpreted as a relation between Legendre andTchebichef polynomials. Inverting this relationship, Tricomi (1935) found (43) in + K)(i + x)* £* (* - *r* Pn(t)dt = rn(*) + rn+t w (44) U + JOd -*)* /x! (*-*)-* PBWi = rn(*)- rn+t (*). From 10.9(21) and 10.9(22) we obtain (45) P^\2x2-l) = gnU2n(x) (46) xP^\2x*-l) = gnT2n„(x). Finally we note the principal value integrals (47) /_' (y - *)"' (1 - y2T% Tniy) dy = n Un_, (x) (48) ^ (y - *)"' (1 - y2)* £/„., (y) <*y = -ir f, (*) n = 1, 2, ... which are paraphrases of trigonometric integrals and are of importance in the theory of the integral equation sometimes called the airfoil equation.
188 SPECIAL FUNCTIONS 10.12 10.12. Laguerre polynomials The polynomials La (x) are the suitably standardized orthogonal polynomials associated with (1) a=0, 6 = oo9 w(x) = e-*xa, X = x a>-l. Instead of L° (x) it is usual to write L (x)% This is the polynomial introduced by Laguerre. The La(x) are often called generalized Laguerre polynomials, but we shall call them Laguerre polynomials simply. Equivalent polynomials have also been discussed by Sonine (1880, p. 41). (i) Standardization, We shall adopt the standardization hn = {-Vp/nU The standardizations k = (— l)n and, less frequently, k = 1 are sometimes used* (ii) Constants, (2) n ! hn = r(a + n + 1), nlkn= (-l)n, nr = - (ti + a), # = n ! n n (3) (n + DA =-1, (ii + 1)B = 2n +a + lf (n + l)C =n + a n n « (4) An=n, an=n, /3B = —(n+a). (iii) Relationships. (5) n!L*(»)-e**"aDB(e "**"+*) (6) L*Ge)-l, L*(*)=a+1-* (?) l*u)» y ( )—— (8) 0» + 1) La+1 (x) - (2/i + a + 1 - *) La U) + (» + o) L* . (*) = 0 (10) *y" +(a+l-*)y'+»y-0, y~L*{x) (11) (*z')'+ ( n+^1--—-— Jz=0, z = e-** *** £,*(*)
10.12 ORTHOGONAL POLYNOMIALS 189 d (12) x— Lan{x) = nLan{x)-in + a)Lan_y{x) = (n + 1) L* + 1 (x) - (n + a + 1 - *) L* (x) „, x /ii + a\ (a + 1) (13) L*(0)= f ^ U__i. (iv) Hyper geometric functions. Laguerre polynomials are connected with the confluent hypergeometric functions of Chapter VI. From the explicit representation (7) (14) Lan(x)= r1*" J <D(-rc,a+l;*) (-1)* = ——¥(-11-0, l-a;%). From this we have confirming statement (i) of sec. 10.6, (16) 4- &*(*)-£»+,<*)]=£*<*). ax and many other formulas which are instances of relations between contiguous confluent hypergeometric functions. The general solution of Laguerre's differential equation (10) may be obtained from the theory of confluent hypergeometric functions. (v) Generating functions. oo XZ (17) 2 La(x) zn = (1 - z)-a-y exp |2| <1 n=0 z - 1 (18) f [T(ii + a+l)rILa(x)2" = U2rXae*«7[2(xz)X] n= 0 a (19) f La~nU)zn = e~X2(l + z)a |z|<l n=0 n oo ^ -<i-,>--„,(-..iii) <*,,-»•<, [2igL] „,<i.
190 SPECIAL FUNCTIONS 10.12 The function on the right-hand side of (17) is the most common generating function and may be established by means of (7)* Equation (18) is due to Doetsch and follows from (17) by means of the Laplace transformation. Equation (19) follows from (7) and is due to Erdelyi. Equation (20) is a bilinear generating function and is known as the Hille-Hardy formula (see also Myller-Lebedeff, 1907)« (vi) Integral representations. Contour integrals representing Laguerre polynomials may be obtained from the Rodrigues formula (5) and from any of the generating functions in an obvious manner* In addition, the connection (14) with confluent hypergeometric functions may be exploited (cf. sec. 6.11)% We mention only the following integrals (21) nlL«(x)=e*x-*a f°°e'*tn+*aJa[2(tx)*] dt *dz (22) 277* 2* Lan (x) = (-1)" e** J° +)<T*" (—) U ~ **)**' k = n + %a+ %. The first of these is a consequence of 6.11(5); and the second is due to Tricomi. (vii) Miscellaneous results. The number of results under this heading is tremendous, and many of them were discovered several times. We give a small selection only and do not attempt to credit the formulas to their original discoverers. Contiguous polynomials. In addition to the recurrence formula (8) we have (23) x La+1 (*) - (n + a + 1) La(x) - (n + 1) La+1 (x) (24) L^'(*)=!*(*)-I *_,(*) (25) (b + a) La~' (*) « Gi + 1) La., (x) - Gi + 1 -*) La(x). n n t 1 n Differentiation formulas and indefinite integrals. In addition to (5) and (12) we have (26) Dn[x~a-y exp(-*-,)]=(-l)nn!*-a-n-1 L*(x-1) exp(-x"') (27) D"[xaLa(x)] = (n-m + a+l)xa-' L*~* (*) (28) n!D" [e~* xaLan(x)]= U + ») I e~z xa~* !"+"(*)
10.12 ORTHOGONAL POLYNOMIALS 191 (29) /"e ~y L«(y) dy = e~* [L«(*) - L«_, (*)] (30) r (a + j8 + n + 1) f* (x - y)M yaLan(y) dy = r(a + n + l)r{p)xa+PL«+P(x) Rea>-1, Re £ >0 (3D J0XLm(y)Ln(x-y)dy = JZoLm+n(y)dy=Lm+n{x)-Lm+n+t(x). Further indefinite integrals follow from the product theorem of Laplace trinsforms. Laplace integrals. With the notation Z[F(t)l = f°°e-stF(t)dt 0 we have T(a + n + l)(s-l)n (32) Z[taLa(t)]= -r-Xf Rea>-1, Res>0 (33) n\r(a+l)£[tPLan(t)] = T (j8 + 1) T (a + n + 1) 5 -P-' F (-n, j8 + 1; a + 1; *"f) Re£>-1, Res>0 (34) C[^a+B Ja(2(At)K)] = Ji!A*as~a~,,~f e-V* L*(k/s). Limit formulas. (35) La(x)= lim P(a*P\l-2x/p) (36) lim [n-aLa(x/n)] = x-1AaJ (2x*A). n->oo n a Finite difference formula. With the notation ^af(a) = f(a + 1) - f(a), A£+' f(a) = Aa(A£ f(a)) n = 1, 2, ... we have A^(a)= 2 (-1)""" (n)f(a + m) m = 0 \/7l / /i = 1, 2, ••• id h and hence , a , x , v T (a + n + 1) (37) £"(*)-(-!)" — A" n\xa a r(a+l)
192 SPECIAL FUNCTIONS 10.12 Finite sums. In addition to those already recorded we have (38) S I"U)-I"+I(*)=*-I[(*-i»H"(*) + (a + i»Ha .<*)] (39) £*(*) = 2 (/nir1 (a-jS) I*. (%) n «=o ■ n " n / _i_ V (4o)L^u*)=y r a) \n-«a-\)'La (X) «=o \ m / " * (41) £ L?(x)LP (y) = La+0"(x+y) ■ = o n (42) /i!L*(*Ua(y) = r(a + n + i) i [m!r(a + /7l + i)r1 M" £a+2" <* + y). Infinite series: generating functions have already been given [(17) to (20)], Bessel function expansions are in sec* 10.15, and other examples of infinite series involving Laguerre polynomials are in sec* 10.20* 10.13 * Her mite polynomials Hermite polynomials are orthogonal polynomials associated with the interval (—oo, oo) and an exponential weight function. Unfortunately, the notations adopted by different authors vary a great deal. The simplest form of the exponential weight function seems to be exp(-#2), but for applications in mathematical statistics exp (— %x2) is preferable* Ofthe most important books on the subject, Courant-Hilbert, Doetsch, Sansone, Szego use exp(-#2), and Appell and Kampe' de Feriet, Jahnke-Emde, Magnus-Oberhettinger, Polya-Szego, and Tricomi use the weight function exp(-%#2)* In this chapter we shall adopt Szego's (1939) notation and regard Hermite polynomials, H (x)9 as the suitably standardized orthogonal polynomials associated with (1) a = -oo, b = oo, w(x) = exp(-#2), X = 1. The orthogonal polynomials associated with the weight function expi—YiX2) may be denoted by He (x). These polynomials may also be expressed in terms of parabolic cylinder functions [see 8*2(9)]* (i) Standardization. We shall adopt the standardization K n = (~l)n* This agrees with the standardization adopted, among other authors, by Courant-Hilbert, Feldheim, Hille, and Szego* The standardization Kn = 1 is used by Doetsch, Erdelyi, Sansone, and others*
10.13 ORTHOGONAL POLYNOMIALS 193 Hermite polynomials, so standardized, have been expressed by Szego and Koschmieder in terms of Laguerre polynomials. (2) ffgll (*) = (-D" 22" m!ZT*(x2) (3) ff2ji+, (*) = (-D" 22"+' m!*L*(*2). These expressions show that // (x) is an even or an odd function of x according as n is even or odd. These formulas are analogous to (and are in fact limiting cases of) 10.9(21) and 10.9(22). (ii) Constants, (4) h =nA 2nn\, k = 2n, r =0 (5) £ =(-lV, A =2, B = 0, C =2n (6) A = 2w, a = 0, j8 = 2w. (iii) Relationships. (7) tf Or)=(-lVe*2Z>ne-*2 (8) ff0U)=l, H,(x)=2x V (-D" (2x)"-2» (9) ff"W = n! ^ .(n 2m), • Here [n/2] is n/2 or (rc - l)/2 according as n is even or odd. (10) H .,(x)-2xH (x) + 2nH , (x) = 0 nn Y HM».W H^(x)Hn(y)-Hn(X)Hn+,(y) Jio 2" m\ 2n+1 n\(x-y) (12) y" -2xy'+2ny = 0, y=ffa(x) (13) z" + (2n + l-x*)z=0, z = exp(-y2x2)Hn(x) (14) ff „(-*)=(-IV fl„(*X ff;U)-2iiff„_,(*) (15) #2ji(0)=(-lV (2ot)!/ot!, ff2K+I(0) = 0.
194 SPECIAL FUNCTIONS 10.13 (iv) Hyper geometric functions. Hermite polynomials are connected with parabolic cylinder functions which are special confluent hypergeo- metric functions (16) tfn(*)=2*nexp(/2*2)Dn(2**)=2n>H-/2n, lA; x2) (17) ml H2m (*)= (-1)" (2m)! <D(-m, V2; x2) (18) mlH2m+l(x)=(-l)m (2m + 1)! 2x 4>(-m, 3/2; x2).. The general solution of Hermite's differential equation (12), or of the self-adjoint form (13) (which is virtually Weber's equation), may be obtained from the theory of parabolic cylinder functions. (v) Generating functions. (19) I H (x)zn/n!=exp(2xz-z2) n= 0 " (20) 2 (-1)* tf2ji(x)22"7(2/n)!=exp(22)cos(2**2) R= 0 (21) 2 (-l)"^2ji+1U)22"+1/(2m+l)!=exp(22)sin(2^x2) ■ = 0 V $*)" , u (2xyz-(x2 + y2)z2>| n^O "i [^ L - Z J Equation (19) is the well-known generating function, (20) and (21) may be derived from (19), and (22) is Mehler's formula* (vi) Integral representations. Contour integrals follow in the usual manner from (7) or from any of the generating functions. In addition, the connection with parabolic cylinder functions may be exploited (see sec. 8.3)« We note explicitly (23) e'%1 Hn{x)=2n+} iT* Jfe'^r cos(2x* - V2n n) dt. (vii) Miscellaneous results. See remarks under 10.12(vii)* Limits. cos x sinx. Integrals. (26) JZ e~yZ Hn(y) dy = //„_, (0) - e-** //n_, (*) (27) J"*//n(y)<fy=[2(n+ !)]-' [#„+,(*)-//„+,«»]
10.13 ORTHOGONAL POLYNOMIALS 195 ,~oo _ 2 ,, (2m)\ (28) / e~y H. (xy) dy = ^ —- (x2 - 1)« -oo m! rxe^\,I2a+,(xy)dy = „*{^^-x(x*-l)- (29) jrooe~y2y"Hn(xy)dy=n/' n\ P Jx). Here P (x) is the J.egendre polynomial. Gauss transforms. Qux[F(y)]=(2nu)-* J~x F(y) exv[-(x - y)2/(2u)]dy is the Gauss transform (with parameter u). We have (30) G^[//B(y)] = (l-2B)5J"//B[(l-2B)"5J*] 0<u<>/2 (3D Q*[//„(y)] = (2*)", Q|||y"]-(2*r"«„(&). Connection with Laguerre polynomials. In addition to (2) and (3) we have != 0 ^ (33) S°°e-y2[H iy)]1 cos (2'A xy)dy = nlA 2n~* n\ L (x2) (32) k (34) r(n + a+l)Jf (l-^)a-M//2aU^)^ = (-l)a77^(2«)!r(a+^)L^(x) Re a>-%. The first two of these formulas are due to Feldheim, the last one to Uspensky (1927). Finite sums. In addition to those already given we have, among others, the following relations. n (35) 2 (2- m!)-,[ffBU)]2 = (2n+,n!)-,tW„+1U)]2-ffnU)ffn+2U)j (36) £ (-2)'*! (J (J *._*<«>*.-*«-*.+» k= o min(a,n) / ™\ / n\ (37) z 2 ^J^J*.*.-.*^-*.^".^ J (")ff.(2X«)ff...(2*y)-2»-fli|U+y) * = 0 (38)
196 SPECIAL FUNCTIONS 10.13 (39) J0 (22mk)H»{2'Ax),/>->k(2'/y) = 2"-,[//2B(* + y) + //u(«-y)] m m 1 r (a? + ... +a2)^n ra.xf+...+ax "1 = —! : // ! ! r r n\ "L («? + -+«*)* J ' Equation (35) is due to Demir and Hsu. The last three formulas are addition theorems and can easily be proved by means of the generating function (19). In (40) the sum is extended over all non-negative integers mx , ... , m r whose sum is n% Infinite series. Generating functions have already been given [(19) to (22)]. For expansions in spherical Bessel functions see sec. 10.15, and for other infinite series involving Hermite polynomials see sec. 10.20. 10.14. Asymptotic behavior of Jacobi, Gegenbauer and Legendre polynomials The behavior of Jacobi polynomials as n -+ oo and at the same time x -> 1 in a suitable manner, is given by 10.8(41). The corresponding behavior as x-*-l follows from 10.8(13), and the behavior of Gegenbauer and Legendre polynomials may be obtained by means of 10.9(4) and 10*10(3). The behavior of Jacobi polynomials as /3 -> oo and x -> 1 in a suitable manner is given by 10.12(35). For die investigation of the convergence of infinite series of Jacobi polynomials, and for many other purposes, it is desirable to determine the behavior of Jacobi polynomials for fixed a, jS, x> and for n -> oo. The example of Tchebichef polynomials T (cos 6) = cosrc #, x = cos 6 suggests that the asymptotic behavior will be different according as x is on the interval (—1, 1) (0 real) or outside it (0 complex). Also the end- points of the interval have to be considered separately. In the present section we shall entirely omit the case in which x is outside (—1, 1) and refer the reader in this respect to Szegff (1939, Chapter VIII). We shall give certain results for — 1 <x< 1; and all estimates given in this section hold uniformly in any interval -1 + € < x < 1 - e (e > 0). We shall also give important results for the case that x is in the neighborhood of ± 1.
10.14 OKTHOCONAL POLYNOMIALS 197 Proofs of the results to be given are based either on explicit series or integral representations (with integral representations the method of steepest descent is frequently used), on generating functions (Darboux's method), or else on the differential equations (Liouville's method and its later developements). Darboux has proved (from the generating function) V £ O/2) co8[{n-m + }i)0-(l/2m + l4)rr] '» >.<«■«-*«. Ioort^r» —5*5^ a — o n + 0{n~M~v') 0<d<n where g is defined by 10,10 (21). A similar formula was obtained by Stieltjes in a manner permitting to estimate the remainder. 2*v "!« cos[(n+in + J4)0-O4i» + JOw] „//n (2) P (cos* — > ^- —rr. + RA6) 0 <d<n where 2 re! «J <3) |R«<9,|-<7i.77xu-^i„«'^ and (4) 4 = 2sin# if sm2d>lA 4= Icosel"1 if sin2d<% so that in any event 1 < A < 2. If 2 sin # > 1, i.e., for 77/6 < 6 < 5n/6, we may make M -* 00 in both (1) and (2) and obtain convergent trigonometric expansions of Legendre polynomials. For the neighborhood of x = 1 we have Ililb's formula (5) P„(cos#) = (tfcscfl)* JQ[(n + lA)d] + 0(rT3/2) valid uniformly forO <6<n- e (e > 0). For more precise bounds for the error term see Szego (1939, p» 189). For an expansion of Legendre polynomials in series of Bessel functions see Szego (1933). If 10.14(11) is specialized for a = /3 = 0 and the confluent hypergeometric function there is expanded in a series of Bessel functions by means of 6.12(6), the result is
198 SPECIAL FUNCTIONS 10.14 (6) Pn(*) = [4/(* + 3)]n+' e-£/i2n+])[J0(2Z1A)+JL J2{2{*) + 0(n-3)] where 2(* + 3)£=(l-*)(2rc + l)2. Some of these results can be extended to Cegenbauer polynomials and to a lesser extent also to Jacobi polynomials. A) ml n n\ n = o \n - m + , cos[{n-m + \)d- % (/ft + A) ;r] (2sin0)^ + « + 0{n-»'-X) A^O, -1,-2, ... , O<0<tt x x r(2A + n) v d-A) (8) Ck{cob8 =2 -—— > = cos[(n + m + X)6-1A(m + X.)n] x -t-t +RA6) 0<A<1, Q<e<n (2sin0r+» * (9) \R»m± 2lfW (M + A)n+%! (2sin^* and 4 is given by (4). , ., n cos\[n+V2(a+^ + l)]d-(1Aa+1A)7T\ <10) F^(™n -^MH-VIMW *°b ' a, 0 real, 0 < 0 < tt. A formula of Hilb's type for Jacobi polynomials has been given by Szego and by Ran: see Szego (1939, p. 191). Tricomi (1950a) obtained the expansion nfafli, x -, A + *Y*Y T(/V +m)r(a + n+l) " \ 2 / « = o n!r(/V)r(a + m + l) x 4 _ (A, Ho + ^2)I>/(2A)]B <M-n - |8, a + m + 1; z) where (12) k = n + %a+l/2, N-n + a+p + 1, * = l-4z/(2£ + z) |z|<2|A|,
10.15 ORTHOGONAL POLYNOMIALS 199 0 is the confluent hypergeometric series and the A are the coefficients defined in sec. 6.12. Using the expansion 6,12(6)> a Bessel function expansion may be obtained for Jacobi polynomials. In the particular case a = /3 = 0 it leads to' (6). 10.15. Asymptotic behavior of Laguerre and Hermite polynomials The general remarks of the preceding section apply here too, but the situation is more involved on account of the infinite interval. The polynomials are oscillatory in part of the interval, and monotonic outside this part. The asymptotic behavior of Laguerre and Hermite polynomials as n -> oo and at the same time x -> 0 in a suitable manner is given by 10.12 (36), 10.13(24), and 10.13(25). Fur real a and fixed x > 0, or uniformly inO < t <x < co <°°, we have FejeVs formula (1) L*(x) = ,Txex* «-**-* ii*1-* cos[2(n*)* -W -%„] + 0{nAa~%) which has been generalized by Perron (see Szego, 1939> P» 192). Sansone (1950) gave a two-term approximation with an estimate of the error. This formula fails for small x, but there is a formula of Hilb's type (2) e-*' «** L\ fa) - ^(" tT+t1} JJlvx)*] + 0(n*a-*) valid for a > -1 uniformly in 0 < x < co <<*>• The notation (3) v=4n + 2a+2 is used in (2)> and will be regained throughout this section. The behavior of Laguerre polynomials when rc-> oo and x is unrestricted has been investigated by several authors (see sec. 6.13). We shall confine ourselves to a brief survey here, based on a memoir by Tricomi (1949)» Tricomi distinguishes four cases according as x is near 0, in the oscillatory region, near vf or in the monotonic region. The expansion (4) n\e'** La(x) = r{a+n + l)(vx/4y1Aa f A*(x/v)*m J . ([i/*]*) m = 0 which is a particular case of 6.12(11) and in which (5) 4*=1, 4* = 0, A* = V2a+y2 (m + 2)A* . =U + a+ l)A* -VivA* , m = 1, 2, ... , is tz ra oi~i * '
200 SPECIAL FUNCTIONS 10.15 converges uniformly in any bounded region of the complex variable x. By considering the order of magnitude of successive terms, one sees that (4) has the character of an asymptotic expansion as/i->oo provided that x = O(n^) with A < 1/3. This establishes the behavior of Lan(x) "near" the origin. A similar expansion, (6) n\{ux)*ae-hxLa{x) = T{a+n+\) I A (h)(x/uYAmJ . (2[ii*]*) Tl _ 01 CLTBI at = 0 with appropriate coefficients is due to Toscano (1949), in case u = n to Tricomi (1941)* In the oscillatory region, 0 < x < i/, Tricomi puts (7) x=vcosz0, 0<0<1/27T, 40 = v(2<9-sin2<9) + 77 and proves that for a fixed 6 (8) e^LaU)=2(-l)n(2cos^)-a(7n/sin2^r^ x [ *£' A (a)(0)(!^sin20r* sin(0 + 3imr/2) + OU~")] . in m =0 whe (9) i*>(0) = l, ,4<a>(0)=-L _JL^-(l-3a2)sin20-l . 0 ' 12 L4sin20 J For the general expression for the A (a'see Tricomi (1949). Near the transition point i/, (10) e-*' L"^)- rAji')*^-)'" \j A-M ^s^/ _row,\ "I | 10 \ 2r(2/3) /J J where (11) f = (4v/3)-'/3(v-x), (12) ^,=(-l)"2-a [^v-"^:^ £l^v-'+0(n-^) , 1 |_ 10 T(2/3) J (13) ^ (t) = U/3)(t/3)* l^ [2(t/3)3/2] + J,/3[2(t/3)3/2]} is the Airy function, and A'(t) is the derivative of A (t).
10.15 ORTHOGONAL POLYNOMIALS 201 Finally, in the monotonic region (14) x = vcoshz6, 0>O, 4© = i/(sinh2<9~ 2 6) (15) e'1Ax La(x)= (-l)n e-&(2cosh6)-a(7Tvsinh2dr* x[M2 (-1)* A^ (<9)0^sinh2<9r* +00*-*)] «=o vh wnere (16) 4^(0)=*!, A[a]{6)=— [ 5 -(l-3a2)sinh2fl+ll 0 ! 12 L4sinh2(9 J In the following summary of the corresponding results for Hermite polynomials we use the abbreviations (17) /V=2n + 1, J Vm if n is even, \V2r1 - Vi if rc is odd. For a fixed real * (or uniformly in any bounded interval) (18) r(y2n + l)exV{-V2X2)Hn{x) = r(n + l)[cos(N1Ax-y2n7T) + 0(n-1A)]. Szego (1939, P» 194) gives a second term explicitly, and also the general form of the asymptotic expansion* For the behavior of Hermite polynomials for n -> <*> and unrestricted x we have the Plancherel-Rotach formulas (Szego 1939, p* 195)* Tricomi's work covers this case too if use is made of 10*13(2) and 10.13(3)* The Bessel functions involved in (4) when a = ± Vi are so-called spherical Bessel functions and can be expressed in closed form* They serve as asymptotic expansions provided that for some A < 1/3 the quantityn~\ is bounded as n -> <*>• The oscillatory region is 0 < \x\ < 2mr9 and here the expansion (8), with a ~ ± /2> niay be used* In the neighborhood of the transition points x = ± 2m" we have (10), and in the monotonic region \x\ > 2m/1 we have (15)* The basic expansions in series of spherical Bessel functions are particular cases of the more general expansions given by Tricomi (1941): (19) e~hx #2 (*)=(-1)" 22"+,(K) x* 2 (2m)'-rC' Q .(2m**) r— 0 (20) e^ H^^ix) = (-!)« 22"+1 (3/2) m x S (2m)"r C." Qr(2m**)
202 • SPECIAL FUNCTIONS 10.15 where (21) Q0(*) = z~T sinz, G_f(z)=z"2cosz (22) (]r + 1U) = (2r+l)(Jr(z)-z2Qr.1(z) 7* — Uj ly 2l) ••• y and the coefficients C^ also satisfy certain recurrence relations. The expansions (19) and (20) are convergent. They can also be used as asymptotic representations asm-> oo, and for this purpose it is convenient to take h = Vi% 10.16. Zeros of Jacobi and related polynomials Let us define Jacobi polynomials for all values of a, j8, x by 10.8(12), and let us denote by N}(a9fi)the number of zeros of P{a*P\x) in the interval (-1, 1). If a > -1 and jS > -1, Jacobi polynomials are orthogonal polynomials associated with the weight function 10.8 (1)» and by sec. 10,3 all their zeros are simple and located in (—1, 1). For other real values of a and j8 the number of zeros in (-1, l)is indicated in the figure p a = -n a = -n + l a = -n + 2 a=-2 a=-l 71-1 n - 2 n — 3 i- 71-1 71-2 Ny (a, j8) for real a and jS . ■0—1 0=-2 /B--3 0 = -n+ 1 0=-n
10.16 ORTHOGONAL POLYNOMIALS 203 We see from 10.8 (12) that for negative integer a, P (a'^'(x) has a zero of order \a\ at x = 1, and for negative integer 13 it has a zero of order \P\ at x = -1. In the interval (-«>, -1) there are ^(1-0-/8-2/1, 0) zeros, in the interval (1, oo) there are N (l-a-$-2rc, a) zeros. All zeros not accounted for in this enumeration occur in conjugate complex pairs • Gegenbauer polynomials are defined by 10.9(18) f°r all values of A, x% They are orthogonal polynomials, and all their zeros, are simple and in the interval (-1, l), if A > —Vi* For other real values of A, the number of their zeros can be deduced from the result on Jacobi polynomials by means of 10.9(4). The location of zeros of orthogonal Jacobi polynomials, and of their particular cases, in (—1, 1) has been investigated by many authors. We refer the reader to Szego (1939, Chapter VI), and for more recent work in particular to papers by Gatteschi; Geronimus; Lowan, Davids, and Levenson; and Tricomi listed at the end of this chapter. We assume (1) a>-l, 0>-l, A>-%, x = cos# 0<d<n, and arrange the zeros in a monotonic sequence, (2) p^Hcosem) = o, o < 0f .< e2 <... < en < 77. (3) Pf^)UB) = 0, -Kxn<xn_i <-. <x, <l, x^costf^. For ultraspherical polynomials (4) x +x =0 and hence it is sufficient to investigate the positive zeros (1 <m <}Ati). For Jacobi polynomials xm =xni(a, ft n) and for Gegenbauer polynmials x* = '*.(A, n^- x (A - %, A- Vi, n\ If m and n (and in the case of Jacobi polynomials also one of the parameters a, /S) are fixed, we have the following monotonic properties: (5) x (a, jS, n) I - 1 as a -> <», t 1 as j3 -* <» m = 1, ... , n (6) *R(A, n) ± 0 as A -> <» m = 15 ... 5 [%rc].
204 SPECIAL FUNCTIONS 10.16 The last of these relations, for instance, means that the m-th (positive) zero of a Gegenbauer polynomial is a strictly decreasing function of X (for X > -%) and tends to 0 as X -* «, From (5) and (6) there follow corresponding statements for 6m . Since we know 6m (± %, ± %, n) from 10,11 (5) and 10.11(6), we have the following inequalities (7) (2m - 1) 77 < (2n + 1) 0m (a, jS, n) < 2m;7 -1/: < a, £<%, l<m<n (8) (m-V2)7T/n<dm(\9 n)<mn/(n + 1) 0 < X < 1, 1 < m < %n9 For further results see Szego (1939, Chapter VI). Tricomi (1947) pointed out that the asymptotic behavior of the zeros of any function can be deduced from the asymptotic behavior of the function itself and has applied this principle to many functions, among them orthogonal polynomials (see Tricomi 1950, Gatteschi 1949, 1949a). It transpires that the asymptotic distribution of the zeros towards the middle of the interval depends on the zeros of trigonometric functions [see 1.14(5)] and the zeros near the end-points depend on the zeros of Bessel functions [see the remark following 10.14(12)]. Asymptotic formulas for the Christoffel numbers may be derived from asymptotic formulas for the zeros by means of 10.7(7). For numerical values of the zeros and Christoffel numbers of Legendre polynomials see Lowan, Davids, and Levenson (1942, 1943). 10.17. Zeros of Laguerre and Hennite polynomials The polynomial defined by 10.12(7) for all values of a and x9 has n positive zeros if a > -1, [n + a] positive zeros if —n < a < -1, no positive zeros if a < —n; it has a zero of order k at x = 0 when a =■ -A, k = 1,2,..., n; and it has one negative zero if (a + l)n < 0* All the zeros not accounted for in this enumeration occur in conjugate complex pairs. The Hermite polynomial of degree n has n real zeros which are situated symmetrically around the origin. For detailed information on the location of the zeros of orthogonal Laguerre polynomials (i.e. for a > -1) and of Hennite polynomials we refer to Szego (1939, Chapter VI), and to papers by Greenwood and Miller (1948), W. Hahn (1934), Salzer and Zucker (1949), Spencer (1937), and Tricomi. We assume (1) a>-l, x>0
10.18 ORTHOGONAL POLYNOMIALS 205 and arrange the zeros of La(x) in increasing order so that (2) LHx ) = 0, 0 <*. <*<... <xn, x = x (a,n). For fixed m, n we find again that x^ is an increasing function of a. For bounds for the zeros see Szego (1939, Chapter VI), and W. Hahn (1934)% The asymptotic representations of Laguerre and Hermite polynomials can be used to find approximations for the zeros (Tricomi 1949)% It is clear from sec* 10% 15 that we have to distinguish three cases. The "first" zeros are those for which m remains bounded while n -* «>: these are investigated by means of 10.15 (2). The "middle" zeros are those for which \m — Vm\ remains bounded while n -* «>: these are deduced from 10.15(8). The "last" zeros, for which n — m remains bounded as n -> °°f are deduced from 10.15(10)* The resulting approximations give satisfactory numerical results even for moderate values of rc,for instance n= 10« Asymptotic formulas for Christoffel numbers may be derived from 10.7(7). For numerical values of the zeros and Christoffel numbers of Laguerre polynomials, L (x)9 see Salzer and Zucker (1949). 10*18. Inequalities for the classical polynomials For inequalities for general orthogonal polynomials and for their application to the classical polynomials, see Szego (1939, Chapter VII). In the notation of sec. 10.3, there is the following result for monotonic weight functions (Szego 1939, Theorem 7.2). If w (x) is non-de creasing [non-increasing] and b [a] is finite, then [m>U)]^ |pn(*)| attains its maximum in (a, b) at b [a]. Application of this to those of the classical orthogonal polynomials whose weight function is monotonic, at once leads to the inequalities (1) |P U)| < 1 -1<*<1 (2) [(l-*)/2]^+* \Pf-°\x)\<l -1<*<1, a>-V2 (3)" e-*x\L (*)| <1 *>0. Another fruitful source of inequalities is the Sonine-Polya theorem (Szego 1939, Theorem 7.31.1 and footnote). If in the differential equation (4) I*(*)r']'+£(*)y-o k(x) and </>(x)are positive and continuously differentiable, and if k (x)<f>(x) is monotonic, then the successive (relative) maxima of |y| form an increasing or decreasing sequence according as k(x) <f>(x) is decreasing or increasing.
206 SPECIAL FUNCTIONS 10.18 The following results can be proved by constructing the differential equation satisfied by the functions involved, and applying the Sonine- Polya theorem. The successive maxima of |P (x)\, n > 2, as x increases from 0 to 1 form an increasing sequence. [This confirms (1) J The successive maxima of (sin 0) \P (cos 6)|, n > 2, as 6 increases from 0 to % n form an increasing sequence. As an application, it can be proved that (5) (sin 6)% \P n (cos 6)\ < (Y2 7m)_t 0 <6<tt. Furthermore, (6) \P'n(x)\< lAn(n+l) -1<*<1. For Gegenbauer polynomials (2A) (7) max |C^(*)| = C^0) = 2- A >0 (A). (8) -,m<a,x<, lc^)|-|c^o)|- - \ mi \ — m < A < 0, A not integer (9) max |C^+1U)|<2[(2ni+l)(2X + 2ni + l)rx \(k)m^\/ml -7n-%<A<0, A not integer. (10) (sin0)^|C^(cos0)| <(l/zn)k-1 [r(\)T} 0 < A < 1, 0< 6 < n. For Jacobi polynomials we put (li) <7 = max(a, 0) and obtain (12) m<ax< \P^>$\x)\=maxP^K±l)= r + q~J a>-l, j8>-l, q>-l/2. If — 1 < a, jS < — %, the largest maximum of \P ^a,^Kx)\ is one of the two nearest to xQ = (/S - a)/(a + /3 + 1), and this maximum is of the order of n" as n -> °°. Among the numerous estimates for large n we mention only j m (13) P{a^Kx)=0(nq\ q = max(2/n + a, 2m + j8, m - l/2) dxm n n -> oo.
10.18 ORTHOGONAL POLYNOMIALS 207 For the special Laguerre polynomial L° we already have (3). Bounds for Lan may be obtained from this by using 10.12(39) with jS = 0. The result is (14) |L*(*)|<(a+l)> !)-'<> a>0 (15) \Lan(x)\ <[2-{a+l)n(niy* ]e** -Ka<0. The following results can be proved by applying the Sonine-Polya theorem to the differential equation satisfied by the functions involved. For any real a, the successive maxima of e-'Axx'Aa+'A |La(a;)| form an increasing sequence provided that 2n + a+l>l and x > max{0, (a2 - l)/(2n + a + 1)}. The successive maxima of 1 n ■ form an increasing sequence provided that x > 0 and *2>max(0, a2 -%). The successive maxima of e'1Ax \La{x)\ form a decreasing sequence when a > — 1, 0 < x < (2 a + 1)(2n + a + l)/(a + 1) and an increasing sequence when a> — 1, x>{2a + l){2n + a+ l)/(a+ 1). The successive maxima of e~*x xAaLa(x) form a decreasing sequence if 0<%<2rc + a+l, and an increasing sequence when x>2n + a+l>0. AH these statements are contained in the following more general result. For real a and jS, the successive maxima for x > 0 of e-*xx0\LaM\ 1 n '
208 SPECIAL FUNCTIONS 10.18 form an increasing or decreasing sequence according as 4/SC/3 - a)(a - 2)3) + (2n + a + 1)(2 a - 4)8 + 1)% - (a-2/8 + 1) x2 is negative or positive* For an asymptotic estimate see Szego (1939, Theorem 7.6.4); improvements of this estimate maybe derived from Tricomi's expansion 10.15(4)- Bounds for Hermite polynomials may be derived from (14) and (15) by means of 10.13(2) and 10.13(4)* See also Sansone (1950a). (16) exp(-y2x2)\H2Bi(x)\< 2*« m\(2-gm) (17) %-f exp(-%x2) \H2^(x)\ < 22*+2 («+ D!gj|+| where (18) gn=(K)I/n! = (lrn)-5< +0(n"3/2). H. Cramer has proved (19) exp(-y2X2)\Hn(x)\<k2*n(nl)X where A; is a constant for which Charlier (1931) gave the approximation 1.086435. Sansone (1950) gave bounds valid for complex values of the variable. From the Sonine-Polya theorem it may be proved that the successive maxima of \Hn(x)\, and likewise those of exp (— %x2) \H (x)\, for x > 0 form an increasing sequence. Let /zr n be the r-th (relative) maximum of fix) \pn(x)\9 where f(x) is a fixed non-negative function and }p (x)\ is a sequence of orthogonal * polynomials. The results derived from the Sonine-Polya theorem state monotonic properties of /zr as r increases while n is fixed. The study of numerical tables led John Todd to some conjectures about monotonic properties of \i for fixed r and increasing n.The following results were subsequently proved. For /(*)= i, Pn(*) = />>), and counting maxima from x = 1 (to the left), Cooper (1950) proved that \l is a decreasing function of n for sufficiently large n, and Szego (1950) proved that this true for all n > r + 1. For /U)=l, pn(x)=C^(x), Sza*sz (1950) proved that n ! \l /T (n + 2 A) is a decreasing function of n. For /(*) = e-**, pn(x)=Ln(x).
10.19 ORTHOGONAL POLYNOMIALS 209 J, Todd (1950) proved that fi is an increasing or decreasing function of n as t is odd or even. P. Turan observed that u =P (x) -1<*<1 n n — — satisfies the inequality (20) ^-un_,un+!>0. Szego (1948) gave several proofs of this inequality and showed that it is also satisfied by u = cHx)/cHl) = n! Ck(x)/(2X) -1< x < 1 n n n n n —• — «B=L;W/L:(0) = B!rU)/(a+l)n x>_0 These results have been reproved, refined, and generalized; determinants whose elements are orthogonal polynomials have been considered, and other related investigations have been carried out by Madhava Rao and Thiruvenkatachar (1949), Sansone (1949), Szasz (1950a, 1951), Becken- bach, Seidel, and Szasz (1951), Forsythe (1951). See also J. L. Burchnall (1951, 1952). 10.19. Expansion problems The expansion of a given, "arbitrary" or analytic function in a series or orthogonal polynomials has been discussed often and in great detail. The subject is somewhat outside the' scope of the present survey, and a brief indication of some of the more important results must suffice. For further information see SzegS (1939, especially Chapter IX), Kaczmarz and Steinhaus (1935)« Let \pn(x)\ be a system of orthogonal polynomials belonging to the weight function w (x) on the interval (a, i). We assume that the assumptions of sections 10.1 and 10.2 are satisfied, and denote by L? , p > 1 the class of functions f(x) for which the (Lebesgue) integral J*\f(x)\Pw(x)dx exists and is finite. We put (1) hn = j\Pn(x)Yw{x)dx
210 SPECIAL FUNCTIONS 10.19 and call the Fourier coefficients, (3) 2onPn(*) the (generalized) Fourier series of f(x) with respect to the system \p (x)\ of orthogonal polynomials. We shall say that the series (3) converges in LI to fM it (4) jb\f(x)-s(x)\Pw(x)dx + 0 as n -> oo, a where s (#) is the n-th partial sum of (3)» Approximation in L* has already been discussed' in sec. 10.2, and from the results described there it follows that in case of a finite interval (a, b) for any function f(x) of Lf9 (3) converges in L* to f(x). Convergence in Lp has been investigated by Pollard (1946, 1947, 1948, 1949) and Wing (1950). For Jacobi polynomials, given by 10.8 (1), Pollard proved convergence in Lp when (5) a>-%, &>-% and (6) / o+l j3 + l\ / o+l /S + l \ 4 max I , I < p < 4 min I , J . \2a + 3 2/3+3/ ^ \2a + l 2/8+1/ For Gegenbauer polynomials we have 10*9(1)and convergence in Lp when 2A+1 2A + 1 (7) A>0, --—— <P< —. A+ 1 X Lastly, for Legendre polynomials w (x) = 1 and we have convergence in L p when 4 (8) - < p < 4. 3 It has been pointed out in sec. 10,2 that infinite intervals present additional difficulties. Nevertheless, convergence in L^ for Laguerre polynomials with a > — 1, and for Hermite polynomials, has been proved when p = 2. The series (3) is said to converge to f(x) for a fixed x, or in an interval, if for that x, or for all x in that interval
10.19 ORTHOGONAL POLYNOMIALS 211 s (x)-> f(x) as n -> <», where s n(x) is again the rc-th partial sum of (3). This type of convergence (sometimes called "point-wise convergence") requires much more restrictive assumptions on f(x) than convergence in Lp • Rau (1950) has investigated the convergence of the expansion of a function f(x) in a series of Jacobi polynomials with a > -1, /S > -1. Assuming that f(x) is continuous and has a piece-wise continuous derivative, he proved that the expansion converges to f(x) uniformly in every interval — 1 + e < x < 1 — e, e > 0. The Abel summability of series of Laguerre polynomials was investigated by Caton and Hille (1945) by means of Laplace integrals. Asymptotic formulas such as 10.14(1), (7), (10), and 10.15(1), (18) suggest a connection between the convergence of orthogonal expansions and that of certain related Fourier series. This is the source of the so- called equiconvergence theorems. As a sample, we shall give an equi- convergence theorem for Legendre polynomials (Haar, 1918)» Let |/U)|2 be integrable in (-1, 1); let s (x) be the rc-th partial sum of the expansion of fix) in Legendre polynomials, and let o (6) be the the rc-th partial sum of the Fourier cosine expansion of /(cos 6). Then s (cos0)-er (6)-+0 as n -> <», 0 < 6 < n. Such equi converge nee theorems, in combination with conditions for the convergence of Fourier series,enable one to discuss the convergence of orthogonal expansions. Equiconvergence theorems for Jacobi, Laguerre, and Hermite polynomials were given by Szego (1939, Chapter IX). Szego also gives some results regarding the behavior of such series at the end- points of the basic interval. The expansion of analytic functions presents rather different problems^ A series of Jacobi polynomials converges in an ellipse whose foci are at ± 1, and every function which is analytic in such an ellipse may be expanded in a series of Jacobi polynomials (a, f3 > -1) there. A function which is analytic outside such an ellipse, and vanishes at infinity, may be expanded in a series of Jacobi functions of the second kind, QvL*P\ there (a, /S > -1, see Szego sec. 9*2). In the case of Laguerre polynomials the region of convergence is a parabola around the positive real axis, with its focus at the origin: in the case of Hermite polynomials the region of convergence is a strip whose central line is the real axis. In both cases the region of convergence is unbounded and an analytic function which is to be expanded in a series of Laguerre or Hermite polynomials must satisfy certain growth conditions in addition to being analytic in an appropriate region. Expansions in series of Laguerre polynomials were investigated by Pollard
212 SPECIAL FUNCTIONS 10.19 (1947a), series of Hemiite polynomials by Giuliotto (1939), and Hifle (1939, 1939 a, 1940). 10.20. Examples of expansions In this section we list some series of orthogonal polynomials whose sum canbe given in closed form. Except in the case of Legendre,Hermite, and Laguerre polynomials, not many such series are known, and some of the following examples have been developed by Tricomi to fill this gap. The computation of the coefficients of such an expansion is based on 10.19(2), where one may often take advantage of Rodrigues' formula (or its generalizations) to simplify the integral by integration by parts in the manner explained in the second paragraph of sec. 10.7» In the following formulas we shall freely use the notations for confluent hypergeometric and related functions which have been introduced in Chapters VI, VIII, IX. SERIES OF JACOBI POLYNOMIALS Notations as in sec. 10.8. We always assume a, /8 > -1, and use hn as defined in 10.8(4)« (1) sgn*=c0+ 2 pW*p+i\0)PW\x) -1<*<1. Here (2) sgnx = and •■{:. when x > 0, when x < 0, c0° ri(a+f+i2) ■ 2-«-*-/'[(i-*)«(i+*y>-(i+*)au-*)?i«**. 0 r(o+i)r(/8+i) ° Note that only the terms corresponding to odd values of n actually occur in the summation in (1). (3) (l-*y-2T(o+p+D x f r(2n + a + ff + i)r(n + a + ff + i)(-P)n p(a n4> r(B + a+l)rG» + a + /3+p + 2) -p < min(a+ 1, V2a + %), -1<*<1
10.20 ORTHOGONAL POLYNOMIALS 213 -1<X<1 where A = Vi (a - 0), m = n + % (a + 0 + 1). For a generating function see 10.8(29); for a bilinear generating function see Watson (1934), Erdelyi (1937 a) and Bailey; for another expansion in products of Jacobi polynomials see Bateman (1904, 1905)» SERIES OF GEGENBAUER POLYNOMIALS Notation as in sec, 10,9, The constant hn is defined by 10,9(7)« oo A>-%, -Kx<l. (6) (i-x)^ = 22^ff-^r(A)r(A + P + ^) (n + A) (-p)„ ^ n^0 r(n + 2A + p + D n -1<*<1, -p.<Ji(A+D if A>0, -p<y2 + \ if -^2<A<0 (7) e"> = r(A)(1/2yr^ 2 in(n + A)Jn+A(y)C^U) -!.<*<!, A>0 (8) (y sin 0 sin 605* ""^^(y sin0 sin 0) e * c-* COB0 L, (2A) r(2n+A) n— o n x Jn+^(y) C^-(cos 0) C^(cos 0) 0 < 0, 0 < ,7, A > 0. (9) ft)"A-CA(ft)) = 2A-ra) 2 (n+A)2"^Z-^ n= 0 where \ze±i<^\<\Z\, co2 = z2 + Z2-2zZ cos 0,
214 SPECIAL FUNCTIONS 10.20 and C^(o>) = c t J^ico) + c 2 J^co) is any cylinder function in the sense of Sonine and Watson (Watson, 1922, sec. 3.9). In the case c 2 - 0 the restrictions on z, Z may be omitted. Some expansions in series of Gegenbauer polynomials have been noted in sec. 10.9: for a bilinear generating function see Watson (1933 b). SERIES OF LEGENDRE POLYNOMIALS Notations as in sec. 10.10. The constant g is defined in 10.10(4). All expansions valid for -1 < x < 1, or 0 < 0 < n9 respectively, unless stated differently. >-l (11) |*|'sgn*= J (-l)-(2m + %)i^_Ma_ P (*) p>-l ■^ (1+/2p)-+' crce^-U! V 2n+l (~p) a«(i-.')--^[»t-||B.4.-);1.^),:p,M] (14) ^e^^'[cos2(^<?i)-cos2(1/2^rK= X e^PJcosd) n = 0 0 < <f) < 0 < 7T (15) log[l + csc(1/2l9)]= S (/i + l)"1 P (cosfl). n= 0 n Series involving Bessel functions may be derived from (7), (8), and (9) by putting A = %. Generating functions are listed in 10.10(v) and (viii). SERIES OF LAGUERRE POLYNOMIALS Notations as in sec. 10.12. We always assume a> -1, x > 0. °° (- ) (16) x^=r(a + p+D J , P n -LHx) -p<l + min(a, Via-1/*) £n r(a+n+l) "
10.20 ORTHOGONAL POLYNOMIALS 215 oo (17) 0(o+l)-log*-r(a+l) 2 ""* ' La(x) n= , r(a + n + 1) " (18) -eI+*Ei[-max(*, y)] = 2 (n + l)-1 L (x) L (y) *, y >0 n= 0 " " (19) ex*"ar(o,*)= 2 (n + \)~x L«{x) n— 0 (20) ez+>Urrar[a, max (%, y)] y[a, min(%, y)] = 2 (n "A (g) *:wjw (21) (*y)"ae*+,ir[o,max(*,y)]-r(o,x)r(o,y)/r(o)l 00 ! = I ;—rrr, -La{x)Laiy) *,y>o ^ Oi + l)r(n + a+l) " J n= 0 (22) «■»»<*•»>-1+ 2 tLnW-Ln_,U)][Ln(y)-Ln_I(y)] 71= 1 (23) {pey)~,s*e-*<>e+y)e-*triy[at e ^min(x, y)] OO = 1 7 T7T, ^L>>L>) Rea>0 „~n (n + a)r(n + a+l) " n= 0 (24) r(a+l, x) ., V 0»-D! r(a+l) ,ti r(o+B + l) n~' 0< %, y. In (24), H(z) = 0, H, 1 according as z < 0, = 0, > 0. (25) x^^'y-k(a+^eVa^t2Uy)«]= f ^ "' L>)Lf "(y) (26) T(a)V(a, o + l;%)= f U + a)"1 La(%) a .< X n=0 n (27) (l-y)-*(.,C;^)-jo^-.y-L:-U) x > 0, |y| < 1, c > 0.
216 SPECIAL FUNCTIONS 10.20 Other series of Laguerre polynomials in 10,12 (v) an^ (vii). The expansion 10,14(11) is an expansion in Laguerre polynomials when /S is an integer > —n. SERIES OF HERMITE POLYNOMIALS Notations as in sec, 10,13. (WW-—S-2 «-W-S^»..M '>"' «= 0 (2m)! mw^JJ^Ll^.%z^H_M p>.x 7T* «=o (2/n+l)! *, y>0 r(-v) ffl^0 (m-../)22"+1 ml (33) (l + y)-« (o.fc^LLj- Y Jj-S- y- # (») |y| < 1 \ 1 + y / ^o (2m)! / 3 x2y\ v (a) Other series of Hermite polynomials are in 10,13 (v). The following key indicates the derivation of these examples; it also gives references to further material on infinite series of classical polynomials. Series of Jacobi polynomials. The coefficients were computed by integrations by parts. For other examples see Brafman (1951). (5) From (1) by 10,9(4). (6) From (3) by 10,9(4). (7) From (4) by 10,9(4); Watson (1922, p. 368)« (8) Watson (1922, p. 370). (9) Watson (1922, p. 365).
10.21 ORTHOGONAL POLYNOMIALS 217 Series of Legendre polynomials. Many examples may be obtained from series of Jacobi polynomials or series of Gegenbauer polynomials by means of 10„10(3). Numerous other examples are found in books on Legendre functions. For some examples, see Tricomi (1936, 1939-40). (16) (17) (18) (19) (20) (21) (22) (23) (24) (25) (26) (27) Tricomi (1948, p. 332). Toscano (1949). Neumann (1912). 9.4(5). 9.4(4). Watson, (1938). Tricomi (1935), Doetsch (1935). Erde'lyi (1936). Tricomi (1948). Toscano (1949). 6.12(3). 6.12(5). For some examples of series of Laguerre polynomials 1938). (28), (30) (31), (33), (29) (32) (34) From (16) by 10.13 (2) and (3). From (3) by 10.13 (2) and (3). Tricomi (1950a). From (27) by 10.13(2) and (3). see Erde'lyi (1937, 10J21. Some classes of orthogonal polynomials Beside the classical orthogonal polynomials there are other classes of special orthogonal polynomials which have been investigated in detail. In this section we shall describe some of these, mentioning very briefly those discussed in Szego's book, and giving fuller details about those not otherwise conveniently accessible. POLYNOMIALS OF S. BERNSTEIN AND G. SZEGO These polynomials belong to the interval (-1, 1) and their weight function w (x) is of one of the forms a - *2r* [P(*)]-\ a - *2)* [p(*)r\ [(l-zVd + ^tpU)]-1 where p(x) is a polynomial of exact degree Z, and positive for — 1 < x < 1. ChristoffePs formula 10,3(12) suggests a connection between these polynomials on the one side, and certain Jacobi polynomials on the other side. The polynomials were encountered by Szego (1921) and investigated by Bernstein (1930, 1932). See Szego (1939) sec. 2,6,
218 SPECIAL FUNCTIONS 10.21 (2) 2 0(*)(x - y)-j-i + [(* - y) 0 *(*)- 20(*)]-^- POLYNOMIALS OF E. HEINE AND N. ACHYESER Heine's polynomials belong to the interval (0, a) and to the weight function (1) w(x)=[x(a-x)(b-x)T* 0<a<b. They are related to Jacobian elliptic functions. Heine (1878-1881, vol. 1, p. 294-296) showed that the polynomial of degree n satisfies a differential equation of the form ^+[U-y)0'U)-20(*)]^L ax' dx + [a+/8*-n(2n- l)x2]y = 0 where ijj (x) - x (a -x)(b - x) and a, )8, y are certain constants. This differential equation has four singularities of the regular type and hence is an instance of Heun's equation. Achyeser (1934) investigated the orthogonal polynomials associated with the interval (— 1, 1) and the weight function f\c-x\[(l-x2)(a-x)(b-x)r* -\<x<a or b<x<\ w(x) = 4 I 0 a <x < t. Here — 1 < o < 6 < 1, and c depends on a and 6. These polynomials are also related to elliptic functions. POLYNOMIALS OF F. POLLACZEK Recently, F. Pollaczek defined certain families of orthogonal polynomials which are generalizations of classical orthogonal polynomials. The weight functions associated with Pollaczek's polynomials fail to satisfy certain conditions which it is customary to impose in the general theory (roughly speaking, they vanish too strongly at the end-points of the interval), and thus these polynomials are important, and readily accessible, examples of certain "irregular" phenomena in the general theory of orthogonal polynomials. Finite interval* Let a, b9 A be real parameters,a > |6|, A > -1. We put (3) -l<* = COS(9<l O<0<77, and use the abbreviation (4) t = (a cos 6 + b)/sin6=(ax + b)ti-x2VlA.
10.21 ORTHOGONAL POLYNOMIALS 219 The polynomials P (x; a, b) are defined recurrently. (5) /^,=0, Pk=l (6) nPk-2[(n-l + \+a) x + b] Pk_, + (n+2\-2)Pk = 0 Jl = 1, ^, ... . These polynomials were defined by Pollaczek (1949a, for A = %, 1949 c, for Re A > 0) and studied by Szego (1950a). Some'related polynomials were also studied by Pollaczek (1949b, 1950a). Multiplying (6) by zn and adding, one obtains a simple differential equation of the first order for the generating function, and hence (7) 1 P^(x;a,b)zn^(l-zeie)-K+it(l-ze-ierK-it \z\<l. n= 0 Comparison with 10*9(29)and 10* 10(39)shows the relation to Gegenbauer and Legendre polynomials (8) PK(x; 0, 0) = cHx), />*(*; 0, 0) = Pn(*). The polynomials are orthogonal on the interval (4), the weight function being (9) w^\x;a, i) = ^"' 22^' e {20~7r)t (sin 0)2^' |r (A + it)\ 2 . The asymptotic behavior of P (x; a, b) when x is fixed, between -1 and 1, and n -> <*> was investiaged by Szego. Either from the generating function (7), or from the recurrence relation (6) it may be proved that (10) n\ P^(x; a, b) = (2A)r e in6 2F} (-n, \+it; 2 A; 1 - e'1 ie). This expression in terms of hypergeometric polynomials is the source of many further formulas for Pollaczek's polynomials. It should be noted that t depends on x so that P does not satisfy any differential equation. Formulas connecting P for different values of A follow from (10) as instances of relations between contiguous hypergeometric series. In a later paper (1950 c), Pollaczek introduced a more general system of polynomials which depends on the real parameters a, i, c, A where (11). either a>\b\9 2A + c>0, c>0 or a> \b\9 2A + c > 1. c >-l. With the notations (3) and (4), Pn(x; a9 i, c) satisfies (12) ^=0, P^=l
220 SPECIAL FUNCTIONS 10.21 (13) (n + c)P^-2[(n-l + \ + a+c)x + b]P^+(n + 2\ + c-2)P^2 = 0 71 = 1 , Z, ••• • The generating function of these polynomials has been obtained by Pollaczek, who also proved that these polynomials are orthogonal on the interval (4), the weight function being ,x, x (2sin^)2A"1e(2^)t (14) w <M(*; a, b, c) = 277 i(2A+c) r(c + 1) x |r(A + c+i*)|2 l/Jd-A + fc, c;c + A + **; e2i&)\'2 . The recurrence relation (13) is a difference equation for P as a function of n. This equation serves to express P^ix; ay b> c) in terms of hypergeometric functions. The expression is fairly complicated and the hypergeometric series appearing in it are no longer polynomials. Putting _ r(2A + c+n) » _ntX+it.2k;1_e-^X " r(c+n+l)r(2A) 2I r(2-2A) x tFI(l-2A-c-n, 1-A+if; 2-2A; l-e~zie) the resulting expression is X , A.. B-AB. In this form, it is valid when 2A is not an integer. An alternative form, valid for integer values of 2A is available. A_y = 0 when c = 0, and in this case (15) reduces to (10). Infinite interval. For the infinite interval -«» < x < «>, Pollaczek (1950b) has the system of polynomials P„(x; cp) where (16) A>0, 0 < cp< 77 are parameters, (17) P^, = 0, ?£-=l, (18) nP^-2[(n-l+X) cos cp+ x sin q>] P^_, + (n-2 + 2A) P^_t = 0 n — 1, z, ••• .
10.22 ORTHOGONAL POLYNOMIALS 221 Clearly, these polynomials may be obtained from those defined by (6) by replacing 6 by (p and t by x. The generating function is (19) S Pk(x; ^z^d-zeWr^^a-ze-W)-^1* Izl < 1, and the weight function is (20) w^(x; q>)=n-' (2 sin cp)2^' e"^-2r-P)x |r(A+,-*)|*. These polynomials may also be expressed in terms of hypergeometric series in the form (21) n\P^(x; cp)=(2A)neinCP/l(^n, k+ix; 2\; 1 - e~2iV ). These polynomials were mentioned by Meixner (1934) and by W. Hahn (1949)* They have a representation in terms of finite differences, an analogue of Rodrigues' formula (Toscano, 1949). Setting 8F(x) = F(x + %i)-F(x-%i) SkF{x)=S[Sk-1 F(x)] k = 2, 3 we have /99\ p^(r* rri) — n l where ra-A+w) U V.A + y2 n, x) GU,x) ■e2?1. 10.22. Orthogonal polynomials of a discrete variable In the remaining sections of this chapter we shall briefly list a few systems of orthogonal polynomials for which the distribution function a(x) of sec. 10*1 is a jump function, and the appropriate definition of the scalar product is 10„1(3)« The points at which the jumps of a(x) occur are x i9 and we shall use the jump function j(x\ the jump of a(x) at x = x . being /(*.)• Thus, the appropriate definition of the scalar product is (1) (cpff <P2) = S /(*;) (?,(*.) cp2{xt\ and the jump function corresponds in some measure to the weight function of the earlier sections. We always assume that the jump function is positive and that 2 j(x .) is finite. Many results of the introductory sections of this chapter hold for scalar products of the form 10.1(2) and hence remain valid for the definition (1) of a scalar product.
222 SPECIAL FUNCTIONS 10.22 The x^will be taken as integers, a <x . <_6. The intervals and jump functions listed in the table below are those of most frequent occurrence. The orthogonal polynomials associated with them correspond to the classical orthogonal polynomials of a discrete variable, and most of them have been studied in some detail. POLYNOMIALS OF A DISCRETE VARIABLE " b f(x) NAME 0 N - 1 1 Tchebichef -a 0 A' PX ? ( ) Krawtchouk ru + i) (/3)x (y), x\ (S) Charlier Meixner W.Hahn All these polynomials have a number of properties in common, among which we mention only the finite difference analogue of Rodrigues' formula (2) pn(x)=[Knj{x)r' &n[j'(x-n)X(x)X(x-l)>» *(*-* +D] where K is a constant^X {x) is a polynomial in x whose coefficients are independent of n9 and A is the operator of forward differences, (3) Af(*) = f(* + l)-f(x)9 An+1 fix) = A [A" fix)] n= 1,2, Conversely, this property characterizes the above orthogonal polynomials in the sense that any system of orthogonal polynomials possessing a Rodrigues' formula can be reduced to one of the systems listed above (Hahn 1949, Weber and ErdeTyi 1952)» The proof is analogous to that given in sec. 10.6 and will be omitted. The proof of the orthogonal property of these polynomials may be based on (2) and "summation by parts". Alternatively, the method of generating functions may be used.
10.23 ORTHOGONAL POLYNOMIALS 223 10.23. Tchebichef's polynomials of a discrete variable and their generalizations Tchebichef's polynomials t (x) arise in the graduation (fitting) of data by least squares. For an account of their properties see Szego(1939, sec. 2*8), Jordan (1921 and 1947, Chapter VIII), and the references given in these places. Definition and orthogonal property. «".-'-a-[C) (*:*)] n = 0, 1, .... N - 1 (2) *S' t (x)t Gc)=(2n + 1)-'/V(/V2-l2)(/V2-22)... (/V2-n2)S . n n mn %— 0 m, n = o, i,..., yv - i. Symmetry and "central values". (3) tn(N-\-x) = {-\)ntn{x) (4) «ta^-x)-(-i)-te»)i(2;) (*N~**m) Difference equation (5) (* + 2)(*-/V + 2)A2t (x)+[2x-/V + 3-n(n + l)]At (*) n Recurrence formula (6) U + 1U +1U)-(2n+l)(2x-/V+l)* (x) + rc(/V2-n2n , U) = 0 ft = I, Z, ••• • Connection with Legendre polynomials. (7) lim /V~n* GV*) = P (2*~1). A generalization of Tchebichef's polynomials may be obtained by the definition , 1 x\(S) f (j8) (y) "1
224 SPECIAL FUNCTIONS 10.23 In particular, (9) P.hU-l-.-U-^^OCr)]' and in this form it is immediately seen that (10) pn(x;l,l-N,l-N)=tn(x). Certain polynomials introduced by Bateman (1933) are also particular cases of (8). The polynomials (8) were introduced by Hahn (1949)» They belong to the jump function (11) ibiP'Y'S)-^]'^' . x\ (8)x The explicit formula OS) (y) (12) pjx; 0, y, 8) = H " / " Fz(-n, -x,p + y-8 + n; j8, y; 1) n I and a recurrence relation were given by Weber and Erdelyi (1952). There is a connection with Jacobi polynomials, (13) lim y-»p (y*;a+l,y, y -/S) = (" + "\ p k.0>(2* + 1). y->oc \ & / 10.24. Krawtchouk's and related polynomials The orthogonal polynomials associated with the binomial distribution in probability theory were introduced by Krawtchouk (1929). They were studied by Aitken and Gonin (1935), and an account of their properties is found in Szego's book (1939, sec. 2«8„2). We assume (1) p>0, q > 0, p + q - 1, /V a positive integer. Definition, jump function, orthogonal property. n = 0, 1, ... , N. f , x (-1 )nxl(N-x)l Tp ? 1 (2) k U) = r AnU-L nlp*qN-* [_(*-*)!(#-*)! J (3) /(*)«(*)?*?""* (4) 1 j(x)hn(x)hn(x)=( )pnqnSmi m, n = 0, 1, ...,N.
10.24 ORTHOGONAL POLYNOMIALS 225 Explicit representation, generating function* (5) kn(x) = qn(X) F{-n,x-N;x-n;-p/q) (6) 1 kn{x)zn = a+qz)x(l-pz)N-x. n= 0 The explicit representation shows the connection with the Jacobi polynomials; the (limiting) relations with Hermite polynomials and with the Charlier polynomials are given in S2ego(1939, p. 35, 36). The special case p = q = % has been studied by Gram (1882) and Greenleaf (1932). The polynomials (7) mn(x;P,c) = ^-c-*-'l&n 4 *-n)lJ were investigated by Meixner (1934), Gottlieb (1938, /3 = 1), and other authors. (See references in Hahn 1949, p. 32), They are generalizations of Krawtchouk's polynomials. (8) pnmn(x;~N, -p/q) = n\kn(x). Explicit representation, jump function, orthogonal property. (9) iBn(*;/3,c)=(/S+*)nF(-ra,-*; 1 - /S - n - x; c"') = (/3)nF(-n,-*;/3;l-c"') (10) Hx)=c*(P)i/x} (11) S /(*)mn(*;/3f c) »!,(*; j8,c) = n!(/3) c"n(l-c)"^S2 j8 > 0, 0 < c < 1. Symmetry, generating function (12) (p)xmH<?iip,c)-(p)nmtb;P,c) (13) X in (*;/3,c)—= 1 I (\-z)-*-P \z\ <min(l, \c\ n= 0 nl V Cl
226 SPECIAL FUNCTIONS 10.24 The explicit representation (9) leads to the following connections with Jacobi, Laguerre and Charlier polynomials. (14) mn(x;/3, c) = n!Pf-'-^-"-V-i-l) (15) limmn(-^—;(3,c)=nlLP-'(x) c-* 1 \ C — i / (16) Hrn^ (- —) rnn(x; P> ^jr) \ = n\ Lx^n{a) = {-a)n c n{x; a). A recurrence relation and a difference equation have been given by Meixner (1934). 10.25 • Charlier's polynomials The polynomials introduced by Charlier are the orthogonal polynomials associated with Poisson's distribution of rare events in probability theory. They have been investigated by several authors among whom we mention Meixner (1934, 1938) and Doetsch (1933). For an account of their properties see Szego (1939> sec. 2.8.1) and Jordan (1947, sec. 148)» Jump function, definition, orthogonal property. (1) j(x) = e-aax/xl a>0, x = 0, 1, 2, ... x\ f ax'n 1 (2) cnfelo)=_A.|_—j (3) 2 j(x)cm{x;a)cn{x;a) = a-nn\8m. x- 0 Explicit representations, .generating function. ,4) «.«->-i#«-»r(;)C)^ x [(-a)-" (5) c (x;a) = - — $(-n, x-n+ 1; a) (x -n)l (6) T cAx;a)^- = e-t (l-—) fre e**HcU! \z\<a. „=o «! \ aJ A bilinear generating function was given by Meixner (1938)«
10.25 ORTHOGONAL POLYNOMIALS 227 Symmetry, recurrence relation,difference equation. (7) cn{x; a) = cx(n; a) (8) <*c n + } (x; a) + (x-n-a) c n(x;a) + nc n_} (x; a) = 0 (9) acn(x + l; a)+{n-x-a) c n(x; a) + xc n(x-l; a) = 0. From the explicit representation (5) follows the connection with Laguerre polynomials (10) cn{x;a) = (-a)-nn\L*n-n(a). The connection with Meixner's polynomials has already been given in 10,24(16).
228 SPECIAL FUNCTIONS REFERENCES Achyeser, N., 1934: Comm. Inst. Sci. Math. Mec. Univ. Kharkoff (Zapiski Inst. Mat.Mech.) (4)9, 3-8. Aitken, A.C. and H. T. Gonin, 1935: Proc. Roy. Soc. Edinburgh 55, 114- 125. Bateman, Harry, 1904: Messenger of Math. 33, 182-188. Bateman, Harry, 1905: Proc. London Math. Soc. (2) 3, 111-123. Bateman, Harry, 1933: Tohoku Math. J. 37, 24-38. Beckenbach, E.F., Wladimir Seidel and Otto Szasz, 1951: Duke J. 18, 1-10. Bernstein, S., 1930: Comm. Soc. Math. Kharkoff (4) 4, 79-93. Bernstein, S., 1932: Comm. Soc. Math. Kharkoff (4) 5, 59-60. Bochner, Salomon, 1929: Math. Z. 29, 730-736. Brafman, Fred, 1951: Proc. Amer. Math. Soc. 2, 942-949. Burchnall, J.L., 1951: Proc. London Math. Soc. (3) 1, 232-240. Burchnall, J.L., 1952: Quart. J. Math. Oxford (2) 3, 151- 157. Caton, W.B. and Einar Hille, 1945: Duke Math. J. 12, 217-242. Charlier, C.V.L., 1931: Application de la theorie des probabilites aVastronomie, Gauthier - Villars • Cooper, R., 1950: Proc. Cambridge Philos. Soc. 46, 549-554. Doetsch, Gustav, 1933: Math. Ann. 109, 257-266. Doetsch, Gustav, 1935: Atti Accad. Naz. Lincei Rend. CI. Sci. Fis. Mat. Nat. (6) 22, 300-324. Erdelyi, Arthur, 1936: Atti Accad. Naz. Lincei Rend. CI. Sci. Fis. Mat. Nat. (6) 24, 347-350. Erdelyi, Arthur, 1937: Math. Z. 42, 641-670. Erdelyi, Arthur, 1937a: /. London Math. Soc. 12, 56-57. Erdelyi, Arthur, 1938: Akad. Wiss. Wien. S.-B. Ha 147, 513- 520. Forsythe, G. E., 1951: Duke J. 18, 361-371. Gatteschi, Luigi, 1949: Boll. Un. Mat. Ital. (3) 4, 240-250. Gatteschi, Luigi, 1949a: Rend. Mat. e applicazioni Roma (5) 8, 399-411. Geronimus, J., 1944: Doklady Akad. Nauk. S.S.S.R. (N.S.) 44, 355-359. Giuliotto, Virgilio, 1939: 1st. Lombardo, Rend. 72, 37-57. Gottlieb, M.J., 1938: Amer. J. Math. 60, 453-458. Gram, J .P., 1882: /• Math. 114, 41-73 Greenleaf, H.E.H., 1932: Ann. Math. Statistics 3, 204-255. Greenwood, R.E. and J.J. Miller, 1948: Bull. Amer. Math. Soc. 54, 765-769.
ORTHOGONAL POLYNOMIALS 229 REFERENCES Haar, Alfred, 1918: Math. Ann. 78, 121-136. Hahn, Wolfgang, 1934: Jber. Deutsch. Math. Verein 44, 215 -236. Hahn, Wolfgang, 1935: Math. Z. 39, 634-638. Hahn, Wolfgang, 1949: Math. Nachr. 2, 4-34. Heine, Emil, 1878- 1881: Handbuch der KugeIfunktionen, second edition, Riemer, Berlin. Hille, Einar, 1939: C. R. Acad. Sci. Paris 209, 714-716. Hille, Einar, 1939 a: Duke Math. J. 5, 875-936. Hille, Einar, 1940: Trans. Amer. Math. Soc. 47, 80-94. Hobson, E.W., 1931: The theory of spherical and ellipsoidal harmonics, Cambridge. Jordan, Charles, 1921: Proc. London Math. Soc. 20, 297-325. Jordan Charles, 1947: Calculus of finite differences, Chelsea Publishing Co. Kaczmarz, Stefan and Hugo Steinhaus, 1935: Theorie der Orthogonalreihen, Warsaw. Krawtchouk, M., 1929: C. R. Acad. Sci. Paris 189, 620-622. Krall, H.L., 1936: Bull. Amer. Math. Soc. 42, 423-428. Lowan, A.N., Norman Davids and Arthur Levenson, 1942: Bull. Amer. Math. Soc. 48, 739-743. Lowan, A.N.. Norman Davids and Arthur Levenson, 1943: Bull. Amer. Math. Soc. 49» 939. Madhava Rao, B.S. and V.R. Thiruvenkatachar, 1949: Proc. Indian Acad. Sci. Sect. A 29, 391-393. Magnus, Wilhelm and Fritz Oberhettinger,l948: Formeln und Satze fur die speziellen Funktionen der Mathematischen Physik, Springer, Berlin. Meixner, Joseph, 1934: /. London Math. Soc. 9, 6-13* Meixner, Joseph, 1938: Math. Z. 44, 531-535. Myller-Lebedeff, Wera, 1907: Math. Ann. 64, 388-416. Neumann, Richard, 1912: Die Entwicklung willkilrlicher Funktionen noch den Hermite schen und Laguerreschen Orthogonal funktionen auf Grund der Theorie der Integral^ gleichungen, Breslau. Pollaczek, Felix, 1949a: C. R. Acad. Sci. Paris 228, 1363-1365. Pollaczek, Felix, 1949b: C. R. Acad. Sci. Paris 228, 1553-1556. Pollaczek, Felix, 1949c: C. R. Acad. Sci. Paris, 228, 1998-2000. Pollaczek, Felix, 1950a: C. R. Acad. Sci. Paris 230, 36-37. Pollaczek, Felix, 1950b: C. R. Acad. Sci. Paris 230, 1563-1565.
230 SPECIAL FUNCTIONS REFERENCES Pollaczek, Felix, 1950c: C. R. Acad. Sci. Paris 230, 2254-2256. Pollard, Harry, 1946: Proc. Nat. Acad. Sci. U.S.A. 32, 8-10. Pollard, Harry, 1947: Trans. Amer. Math. Soc. 62, 387-403. Pollard, Harry, 1947 a: Ann. of Math. (2) 48, 358-365. Pollard, Harry, 1948: Trans. Amer. Math. Soc. 63, 355-367. Pollard, Harry, 1949: Duke Math. J. 16, 189-191. Rau, Heinz, 1950: Arch. Math. 2, 251-257. Salzer, H.E. and Ruth Zucker, 1949: Bull. Amer. Math. Soc. 55, 1004-1012. Sansone, Giovanni, 1949: Boll. Un. Mat. Ital. (3) 4, 221-223 and 339-341. Sansone, Giovanni, 1950: Math. Z* 53, 97-105. Sansone, Giovanni, 1950a: Math. Z. 52, 593-598. Seidel, Wladimir and Otto Szasz, 1951: /. London Math. Soc. 26, 36-41. Shohat, J .A., Einar Hille and J.L. Walsh, 1940: A bibliography on orthogonal polynomials, Washington. Shohat, J.A. and J.D. Tamarkin, 1943: The problem of moments, Mathematical Surveys 1 , New York. Sonine, N., 1880: Math. Ann. 16, 1-80. Spencer, V.E., 1937: Duke Math. J. 3, 667-675. Szasz, Otto, 1950: Boll. Un. Mat. Ital. (3) 5, 125-127. Szasz, Otto, 1950a: Proc. Amer. Math. 5oc, 1, 256-267. Szafez, Otto, 1951: /. d'Analyse Math. 1, 116-134. Szego, Gabor, 1921: Math. Z. 12, 61-94. Szego*, Gabor 1933: Proc. London Math. Soc. (2) 36, 427-450. Szego, Gabor, 1939: Orthogonal polynomials, New York. Szego, Gal)or, 1948: Bull. Amer. Math. Soc. 54, 401-405. Szego, Gal)or, 1950: Boll. Un. Mat. Ital. (3) 5, 120-121. Szego, Gabor, 1950a: Proc. Amer. Math. Soc. 1, 731-737. Todd, John, 1950: Boll. Un. Mat. Ital. (3) 5, 122- 125. Toscano, Letterio, 1949: Boll. Un. Mat. Ital. (3) 4, 398-409. Tricomi, Francesco, 1935: Boll. Un. Mat. Ital. 14, 213-218; 277,-282. Tricomi, Francesco, 1935a: Atti Accad. Naz. Lincei Rend. CI. Sci. Fis. Mat. Nat. (6) 21, 332-335.
ORTHOGONAL POLYNOMIALS 231 REFERENCES Tricomi, Francesco, 1936: BolL Un. Mat. ItaL 15, 102-105. THcomi, Francesco, 1939-40: Atti Accad. Sci. Torino CL Sci. Fis. Mat. Nat. 75, 369-390. Tricomi, Francesco, 1941: Giorn. 1st. ItaL Attuari 12, 14-33. Tricomi, Francesco, 1947: Ann. Mat. Pura Appl. (4) 26, 283-300. Tricomi, Francesco, 1948: Serie Ortogonali di Funzioni, Torino. Tricomi, Francesco, 1948a: Equazioni differenziali, Torino. Tricomi, Francesco, 1949: Ann. Mat. Pura Appl. (4) 28, 263-289. Tricomi, Francesco, 1950: Ann. Mat. Pura Appl. (4) 31, 93-97. Uspensky, J.V., 1927: Ann. of Math. (2) 28, 593-619. Vitali, Giuseppe and Giovanni Sansone, 1946: Moderna TeoriadelleFunzioni di Variabile Reale, parte seconda, Bologna. Watson, G.N., 1922: A treatise on the theory of Bessel functions, Cambridge. Watson, G.N., 1933: /. London Math. Soc. 8, 189-192. Watson, G. N., 1933a: /♦ London Math. Soc. 8, 194-199. Watson, G. N., 1933b: /• London Math. Soc. 8, 289-292. Watson, G. N., 1934: /• London Math. Soc. 9, 22-28. Watson, G.N., 1938: Akad. Wiss. Wien. S.-B. Ha 147, 151- 159. Weber, Maria and Arthur Erdelyi, 1952: Amer. Math. Monthly, 59, 163-168. Whittaker, E.T. and G.N. Watson, 1940: A course ofmodern analysis, Cambridge. Wing, G. Milton, 1950: Amer. I. Math. 72, 792-808.
CHAPTER XI SPHERICAL AND HYPERSPHERICAL HARMONIC POLYNOMIALS(1) 11.1. Preliminaries 11.1.1. Vectors We shall define a point in (p + 2)-dimensional Euclidean space (p = 1, 2, 3, • • • ) by a vector (L) £ = (*,, xz, ... , xp+2), and shall write u (j) for a function u of xy, *2, ... , * . The length of £ will be denoted by ||y| | or r. Explicitly, we have ||?:||=r-(*J+*|+...+**„)*. In sec. 11.7 we have both vectors with three and vectors with four components. We then shall write ||£||3, ||^||4 to indicate the number of components of £, fc), respectively. A point on the unit-hyp ensphere 0, i.e., on the hypersurface r = 1, in (p + 2)-dimensional space can be defined by a unit vector (2) f-i-' ?-(£,, {2 fp+2), we shall reserve the letters f, 77, £ for unit vectors of p + 2 components. •H § - (>V 3^2' * •' > y p+2^s a secon(l vector, the inner product of £ and fc) is denoted by (3) (& $ = *f yt + *2 y2 + • • • + *p+2 yp+2. For unit-vectors £ 77 making an angle #we have (£, 77) = cos #. We shall encounter matrices (i.e., linear operators which are applied to vectors). For full definitions and an outline of the theory, see Birkhoff and MacLane (1947). Only square matrices will occur. If M is a matrix with the general element \l jk (/, k = 1, 2, ... , p + 2) the determinant of M will be denoted by det M = det \l >k. (1) In preparing this chapter, the unpublished notes of a course given by G. Herglotz have been used. The idea and the arrangement of many of the proofs are due to him. 232
11.1.1 SPHERICAL HARMONICS 233 The identity or unit-matrix will be denoted by 7; a matrix 0 will be called orthogonal, if (4) 0' 0 = 1, where 0' denotes the transposed matrix of 0. From this it follows that 0 0' is also the identity. The vector resulting from the application of a matrix 0 or M to a vector £ will be denoted by 0 £ M £. A matrix 0 is orthogonal if and only if for all £ (5) (Of, 0?) = (y, 0. Jean be defined by the property that Jy = £ for all £. A function of x^, #2, . .. , x +2 will be called a function of £ and will be denoted by /"(£). (A function of two or more vectors is defined in an analogous manner.) A function f ($) will be called an orthogonal invariant if for all £ and for all orthogonal matrices 0 (6) f(0$ = f($. Similarly, a function of two variable vectors is an orthogonal invariant if f(0$, Ofc)) = /"(£, t)) for all y, t) and for all orthogonal matrices 0. Sometimes we shall use hyperspherical polar coordinates r, 0t , ... , 0p, 0, defined by ^ = r cos 0t, *2 = r sin 0t cos 02, #3 = r sin 0t sin 02 cos 0 , (7) ••• ••• ... x - r sin 0t sin 02, ... , sin 0 _t cos 0 , x +| = r sin 0t sin 02, ... , sin 0 cos 0, x +2 = r sin 0t sin 02, ... , sin 0 sin0, where r > 0 (8) 0^0^ 77(7 = 1,2, ... ,p), 0^0^ 2t7. In these coordinates, the (p + 2)-dimensional volume element is given by (9) dV = r'+1 (sin 0,)' (sin 02)p_1- .. (sin 6p)drd 0f... c/0p^0, and the surface element dQ, becomes (10) rfO = (sin fl^Uin 02K~1 . •• (sin0 ) d6y • • • c/0p d<£.
234. SPECIAL FUNCTIONS 11.1.1 The total area co of Q can be computed either from this or from the remark that /".••• r.«p<-«?—*p2+2w*, •••^p+2=(r00e-2^)"+2 = / f/exp (- r 2) dV = co J™ r*+' e ~r* dr which gives (11) co= . ru + Xp) Here and in the whole of this chapter we shall use three, two or one integral signs to denote integrals taken over a (p + 2), (p + 1) or p-dimen- sional manifold respectively. A function which is defined on Q can be considered as a function F(£) of the components of the unit-vector £. The expression C12) J jF(OdQ(£) denotes the (p + 1)-tuple integral which will be obtained if we substitute for the components of £ the expressions in terms of 6.,. .. , 6 , 0, from (2), (7) and for dQ,(£) the corresponding expression from (10). If F (£), Fz (£) are two functions which are defined on G, and if n exists and is zero, we shall say that F (£), FA£) are orthogonal on Q(£). We shall write fl instead of Q(£) if the context indicates which is the variable vector. If not stated otherwise, Laplace's operator A will refer to the components of <c, i.e., dxx dx£ dxp+2 We have . , rm(m-l) (fa, fa) /(Z+p + 2m)l , (14) A [r1^, *))»] = ——±JL+ L rl(?f t>f. L (?. &) r J The operator A is invariant under orthogonal transformations, i.e., where 0 denotes an orthogonal matrix.
11.1.2 SPHERICAL HARMONICS 235 In polar coordinates (3) we have (15) A„ = r-P-'±(rP*«jL») +r-W.a,)-^ [(sin*t)^»] + r-2(sin0,r2(sina2),-P-^ [(sin^)""' -^ ul dd2 I dd2 J +r~2(sin0, sin 02)"2(sin 03)2-p ^- | (sind,)1'"2-^- J + •« <?03 L a#3 J +f-2(sin01 ^:sindp^)'2(sindpyl— [(sintf/ — J Pl p J <92 + r"2(sin^1 -M.sin# )~2 r a. 1 p d<f>2 11.1.2. Gegenbauer polynomials The polynomial Cv(x) of degree n which is defined by the generating function (i6) a-2xt + tzrv= f cv(x)tn v^o is called the Gegenbauer polynomial or the ultras pherical polynomial of degree n and order v. Szego (1939) denotes it by P^\x)* Gegenbauer (1877, 1884, 1890, 1891, 1893) has investigated these polynomials for arbitrary values of v. An account of his theory is given in sec. 3,15. We shall need here only the case where 2v is an integer, 2v = p =1, 2, 3, ••• • In this case we have 2lH dl 2~nll dn+21 where 1=0, 1, 2, ... , (19) Pn(x)=^- -^ (*2-l)n = 2F,(-n, » + l; 1; K-Kx) n I dxn is the Legendre polynomial of degree n9 and (20) Tn(x) = y2\[x + ia-xzYA]n+lx-i(l-x2)X]n\ (21) = ^(-n, *;>£,«-#*) (22) = cos (/i cos *)
236 SPECIAL FUNCTIONS 11.1.2 is the Tchebichef polynomial of degree n. Tchebichef polynomials take the place of the ultraspherical polynomials for v = 0; their generating function is (23) -1/2log(l-2^ + i2)^ I (* +I)"1 T +f (x)tnU. n = 0 nT From (20) we have for n - 0, 1, 2, • • • , (24) [* + »(i-*2)*]"+l = r w + ioi + D"1 (i-**)*-£ r+f(*). n ' dx n+1 We also have for an arbitrary v £ 0: (25) c*« = (-a-» u -*vv+*, (^}»—£L (i -**)»+*-x. (v+M)nn! d*n Here (a)0 = 1, (a) ^ = a (a + 1) .. ♦ (a + n - 1) n = 1, 2, ... . Equation (25) is a consequence of 3.15(3) and 2.8 (23). Between the numbers a> in {6\ h{n, p) in 11.2(2), the square of the normalization factor for the Gegenbauer polynomial (26) N = J" [C*'(*)]* (1 -^y-'"8 & = 22'Pgr(B + P) ,, -' n n\{p + 2n)\r(Y2p)Y the total area of the surface of the unit-sphere in (p + l)-dimensional space (27) <u = , and the value there exist the relations , % co'N o>C*p(l) 4w,+to C^Q) A0i,p) (2n+p)r(1/2p)# Proofs for the formulas in this section are given in Appell-Kampe de Feriet (1926). For an investigation of the C^p which starts from particular solutions of Au + k2u =0 [waves in (p + 2)-dimensional space] see A. Sommerfeld, (I943)and also W. Magnus (1949).
11.2 SPHERICAL HARMONICS 237 11.2. Harmonic polynomials A polynomial Hn($) of degree n in x%, x,f .. , , x +2 which is homogeneous of degree n, so that H n(X$) = An #n(?)> and satisfies Laplace's equation A #n(?) = 0, is known as a harmonic polynomial of degree n. Clearly, r~n Hn($ «= Hn(£) is a one-valued continuous function on the hypersphere fl, or r = 1, and can also be expressed as a trigonometric polynomial in 0|f ... , 6 , <£. For the notations see sec. 11,1, A partial differential equation of the form Au + f(r) u = 0, where f(f) is a given analytic function of r only, and u = u (£), has solutions of the form u = #n(r) Hn(£)9 where H (£) is an arbitrary harmonic polynomial of degree n9 and/? (r) is a solution of the ordinary differential equation d2R p + 1 dR rtr* r ar We shall now show that there are (n + p - 1) ! (2) AOi, p) = (2n + p) £- pin! linearly independent harmonic polynomials of degree n of the p + 2 variables x}9 x2, .. . , *p+2. To prove this, we compute first the number g (n, p) of linearly independent homogeneous polynomials of degree n of p + 2 variables. Clearly, (3) g (n, p) = g (n, p - 1) + g (n - 1, p - 1) + • • • + g (0, p - 1), (4) g(», 0)=n + l, and g(n, p) is uniquely determined by (3) and (4). /«r\ / \ ^+P + 1>! /p+"+l\ (5) g(/l, p)«— 7x^ = 1 J.. n! (p + 1) ! \ n J Now, Laplace's equation imposes conditions upon the coefficients in Hn, since A H is a homogeneous polynomial of degree n — 2, there are at most g(n — 2, p) independent conditions and (6) h (n, p) £ g fo, p) - g (n - 2, p). On the other hand, the g(n — 2, p) linearly independent polynomials where P denotes any homogeneous polynomial of degree n - 2, do not satisfy Laplace's equation, so that (7) h (n, p) < g(n, p) - g(n - 2, p), and this proves (2).
238 SPECIAL FUNCTIONS 11.2 Except for n = 0, there is no harmonic polynomial which is invariant under all orthogonal transformations/1' But there exists an H (£) which is invariant under all those orthogonal transformations which leave one point of the unit-sphere fixed. Since (0$ 77) = (£, 77) for all orthogonal transformations which leave 77 invariant, it is sufficient to prove LEMMA 1. For each unit vector, rjf there exists one and only one harmonic polynomial H (f) such that (i) Hn(^) depends only on r and (£, 77); (ii) Hn(rt)-l. This polynomial is given by (8) H (x) r- C"P[(^)] Fl where £« jp/r and where C p is given by 11.1 (16). Since C p (x) can be expressed in terms of even or odd powers of x according as n is even or odd, the right-land side of (8) is a polynomial of x , ... , x + , although rn is not necessarily one. Since C"p(l) ^ 0, (8) satisfies (ii). Therefore we have to show now that (i) determines H (£) apart from a constant factor. Since Hn($) is homogeneous and of degree n it must be of the form where C „, ... , c are constants. Since AH = 0, we find from 11.1 (14) the relations n (9) (n - m) (n - m - 1) c + (m + 2) (2n - m - 2 + p) c +0 = 0 for m = 0, 1, 2, ... , and (10) cf = 0. Therefore H is uniquely determined by cQ and c 1 = c3 = • • • = 0. To construct H , we observe that we have from 11.1 (14) Ar p = 0 and therefore (11) A \\TV-z\\-r^A[P£Z (TVk-xk)z]-*r = 0 k = 0 for all values of r. With r = t~}, we find that the coefficient of tn in the expansion of (12) [l-2(Z,r,)rt+r2t2]-Xi> satisfies Laplace's equation. This completes the proof of Lemma 1 for (1) G» Polya and B. Meyer (1950) have investigated the harmonic polynomials of three variables which are invariant under any given finite subgroup of the orthogonal group.
11.2 SPHERICAL HARMONICS 239 p = 1, 2, #tt # In the case p -0 we can start with 11.1(23) instead of 11.1 (16) and we find instead of (8) that for p =0 (13) rnTn[(^rj)] is the polynomial whose existence is stated in Lemma 1. We can now construct a complete set of linearly independent harmonic polynomials of degree n. Let denote any homogeneous harmonic polynomial of degree m which is independent of x1, ... , x fe_j . It can be verified that (15) A[a-2x,t+r2tT"'~iipH ,] = 0 for all values of the parameter t9 and this enables us to find all homogeneous hannonic polynomials of p + 2 variables if those of p + 1 variables are known already. From the h (m, p + 1) linearly independent polynomials ff 2 we obtain h {m, p - 1) linearly independent polynomials H (.#) which are of degree n - m with respect to x 1 , namely, (16) r'-mCm*^"{xt/r)Hm,, where m = 0, 1, • • • , n. Since it follows from (3) and A (*» P) = g fo p) - g U - 2, p) that (17) h(n, p)=h{n, p - 1) + h{n - 1, p- 1) + ..? + h (0, p -1), we obtain all the Hn($) from (16). Since as) (xp+i±i*p+2r form a complete set of linearly independent H , we obtain by induction THEOREM 1. Let mQ, ... , m be integers such that (19) Tl = mQ > 772, > ••• > 772 >0, and let rkbe defined by (20)rt=(*2t+1+^+2+...+^+2)* where k = 0, 1, ,.. , p and r = r. Then (21) H (mk, ±; $)~ H{n, m} , .. . , m p^ , ±mp; x}, ... , *p + 2) ±m"rmP "n r7*^+'C4+'+*">*<*4+l/r.) fr+i^)
240 SPECIAL FUNCTIONS 11.2 form a complete set of h (n, p) linearly independent harmonic polynomials of degree n. Of course, H (mk, + ; $) = H (mk, - ; $) it m = 0. Corollary. In hyperspherical polar coordinates 11,1 (7) we have (22) H(mk, ±; $)=rnY(mk; 6k, ± <f>) where (23)Y(mk;ek,±<?>) = e ' U (sin *4+I) *+I Cm *« P (cos^+t). fe= 0 fe fe + 1 11.3. Surface harmonics If // (y) is a homogeneous harmonic polynomial of degree n, we call (1) r-nHn{?) = Hn(£) = Yn{d,<f>) a surface harmonic of degree n. Here 6 stands for 0 ,... , 0 and £ denotes again f/r. The surface harmonics are one-valued continuous functions on fi (the unit-hypersphere r = 1). In particular, we have from 11.2(22) and 11.2 (23) the surface harmonics of degree n = mQ (2) r~n H(n, mx , ... ,±mp;xt , ... , %p+2) =r~n H(mk, ±; £) = //(», w,, ... , ±/np; £f> ... . €p+z) = H(mk> ±; £) (3) = y(n, to,, ... , /wp; (9,, ... , 0p, ±0)= YUfe; ft ±0). We shall now state the orthogonal property (compare sec. 11.1 for the definition) of the functions (2), (3). With the notations (4) Ek(l,m) 7r2k-2m~pr{i + m+P + i-k) = (/ + y2p + i/2 _ i/2&) (/ - m)\\T(m + Mp + % - K^)]2 for any integers /, 771 where / > m > 0, and P (5) N(mQ, 772, , . . . , 772^) = 277 II £ fe fa fe_ f , 772 fe ) where 7720, 772,, ... , m satisfy 11.2(19), we have: THEOREM 2. Any two distinct functions in (2) or (3) are orthogonal on 0 unless they are conjugate complex. In the case of conjugate complex functions [or in the case of the square of a real function (2) or (3)] we have: (6) JnS \H{mk, ±; 0\2 dQ^ J^f\Y{mk', 6, ±<f>)\2 dQ
11.3 SPHERICAL HARMONICS 241 = N{mQ, 772,, ... , mp) = N{mk). In particular, any two surface harmonics of different degrees are orthogonal on the unit-hypersphere. The functions in (2) or (3) form a complete set of orthogonal functions on Q. We shall prove: THEOREM 3. A function f(£) which is continuous everywhere on Q and is orthogonal, on fi, to all the functions H(mk, ±; £) vanishes identically on O. To prove this we assume that f(rj) = 2a > 0, where 77 is a fixed unit-vector (i.e., a point on 0). Since f{£) is continuous, we may assume that f{£) > a for all £ satisfying ||£ - rj\\ < 8 where 8 is a sufficiently small positive number, or f(£) > a if 1 - (£, jj) <. Y282. According to Weierstrass* theorem on polynomial approximation (cf. Widder, 1947, p. 355) applied to the function 'fix) = 1 - (1 - xWAS2) I-x<y28z, = 0 i-x>y2s2, we have that given any e > 0, there exists a positive integer n and a polynomial F {x) of degree n such that \Fnix)-<f>(x)\<c -!<*<!• Then n where a* is a positive number depending on a and 8 but not on n and 6, and hence (7) lim JJ/(£)FJ(6ij)]rfn = a* e^ ° n Since f(£) is orthogonal to all functions in (2) or (3) and, according to theorem 1, C%p[(£9 77)] is a linear combination of these functions, f(£) must be orthogonal to C^p[(£, 77)] for each k. Moreover, since C±p{z) is precisely of degree k in z, Fn(z) is a linear combination of the C\p{z), k - 0, 1, ... ,71. Hence f(£) is orthogonal to Fj(<f, 77)] and this contradicts (7) and proves theorem 3. From the proof of theorem 3, we can obtain a statement about the approximation of a special class of continuous functions by surface harmonics. We have: LEMMA 2. Let F (x) be a function of the real variable x which is continuous for - 1 < x < 1. We define for n = 0, 1, 2, ... ,
242 SPECIAL FUNCTIONS 11.3 (8) 0n[(6i,)]- 2 aaCXP[({,v)] m = 0 where (9) C*> (1) 4 U, p)an-J JC*> [(£ V)] F [($ ,)] rffi (£), n and (10) i4(n, p) Cjj'(l) = / / IC*'[(£ r?)]}2 rfG(£). n 7%e7i .F[(£, 77)], which is a continuous function of £ on Q will be approximated by the <f> in such a way that (11) lim J J\F[(^rj)] - 0B[(£ij)]|2rffi = O.' Incidentally, the A (n, p) do not depend on the fixed unit-vector 77; their values are given in 11,4(13). To prove this lemma we choose in (10) the coefficients a so as to minimize the integral in (11). Since C^[(<f, 77)] and C*p[(£ 77)] are orthogonal on fiwhen k ^ m (cf. the remark after theorem 2), we find precisely the values (9) for the a^. On the other hand we know from Weierstrass* theorem on polynomial approximation that for a suitable choice of the a n and a sufficiently large n the integrand in (11) can be made arbitrarily small* Therefore the minimum of the integral in (11) must tend to zero as n -* 00. The problem of the expansion of a function which is given on 0 in a series of surface harmonics has been investigated by several authors. For p = 1 see Hobson (1931), where many references are given. The case p = 2 has been investigated by Kogbetliantz (1924), Koschmieder (1929), and the case of an arbitrary p has been treated by Koschmieder(1931). The expansion of a function in a series of surface harmonics is sometimes called its Laplace-series. In general, one does not know much about the convergence of the Laplace series of a continuous function but its Cesaro-summability (of a sufficiently high order) can be proved. 11.4. The addition theorem For a fixed 77, the surface harmonic C^p[(£, 77)] can be expressed in terms of the S (mk , ±; £) where mQ=n. More generally we have: THEOREM 4. Let S*(£), I = 1, 2, . •. , h be h = h (n9 p) linearly independent real surface harmonics of degree n, and let the S nbe ortho- normal on £1 so that, for I, m = 1, 2, • • • , h,
11.4 SPHERICAL HARMONICS 243 10 if n 41 m (i) JJsln(€)s*ni€)da-l ^ (l if n = m then for any fixed unit-vector rj For notations compare 11,1(11), 11.1(12), 11.2(2), 11.1(16). As a special case of (2) we have from theorem 2: (3) C*P[tf,r,)] 1 p co ^\ dm ) 2 (2rc + p) ^ /VU^) * * + ff(roJk,-;£)ffUJk,+;??)] where the sum is to be taken over all integer values of mk such that n = mn > m< > • • • > m > 0 and where (4) e(0)=l, £(i»)=2 m>0. From 11.2 (21) we find that S (zn fe, +; £) vanishes if the last p + 2 - / components of £ vanish, i.e., if except when 771 »= 771 j , . = • • • = 771 =0. Therefore, if we put £ = (cos p, sin p , 0, ... , 0) rj = (cos a, sin a, 0, • • • , 0) (3) becomes for p > 1 (5) C *p (cos p cos o + sin p sin <r) = C ^ [ cos (p - a)] r(p-i)c*'-*(i) v « _JL—L_el—Li ) 5 (sin p) - c ■ +KP (cos p) r(XP) r(XP) ffito n' n"° x (sina)" C*+^(cosa) where (6) Bn>R = 2** Oi - m)! (p + 2/7i - 1) [r(in + ^p)]2 [T(p + * + w)]"1.
244 SPECIAL FUNCTIONS 11.4 If we put in (3) £= (cosa, sin a cosp, sin a sinp, 0, %%% , 0), 77 = (cos^S, sinjS cos a, sinjS sin a, 0, ... , 0), we obtain from (5) with p — a = <j> for p > 1 (7) C^(cosa cos/3 + sin a sin/3 cos0) r(P-n X *».>*«>■ [r^p)]2 n= 0 x C*+*P (cos a) (sinjS)"1 C^'tsina) C **"* (cos<£) where Z^ ^ is given by (6)% For p = 1 we find (8) P„ (cos a cos 6 + sin a sin jS cos <£) = P (cos a) P (cos 8) V (n - m) ! _ + 2 > — P"(cosa) P■ (cosj8.) cosing ^ (n + m) I n n m = 0 where (9) P>)=C*(*) is Legendre's polynomial and (10) P"(«)-(-l)" »r~X r(m + K)2" (l-*2)*1" C+*(*) n n A is an associated Legendre function* Usually, (7) or, in the case p = 1, (8) are called the addition theorem of ultraspherical polynomials• We can obtain (3) (but not the whole theorem 4) by a repeated application of (7) and (8)% In a modified form, (7) and (8) are also valid for a general Cv where 2v is not necessarily an integer; for this see 3.15(19) and 3.11(2). The proof of theorem 4 will be based upon the fact that C%p[(£, 77)] is an orthogonal invariant of £, rj (see sec. 11.1,1 for the definition). We shall show first that apart from a constant factor CM(£f rj)] is the only orthogonal invariant which is a surface harmonic of degree n. To do this we need LEMMA 3. Let F (£, ^) be a polynomial in the components of £ and ^ and let (11) F(0?, Ot)) = F(?, t» for all orthogonal transformations 0 (compare sec. 11,1,1). Then there exists a polynomial $ (u9 v, w) in three variables u, v9 w9 such that
11.4 SPHERICAL HARMONICS 245 (12) F(£, $=*[(?,?), (£,*)), (*),*))] identically in the components of £ and fc). Proof: If £, fc) are fixed, we can find an orthogonal coordinate system such that £=(a, 0, 0, ... , 0), ^ = (/8, y, 0, ... ,0), (?, ?) = «2, (?, ^) = aft (*), t))=/S2 + y2, and therefore a=uM, p = v/u*, y = (uw -v2)K/u. Since F is an orthogonal invariant this shows that it can be written as a polynomial F=F*(a, j8, y)=F*[uy\v/u%9(uw-v2)*/u] in a, /S, y. Since there exist orthogonal transformations which have the effect that a-*- a, /3->-/S, y ~* y or a* a, /S->/S, y->-y» we find that F*is a polynomial in y2, a2, /82, ajS and that we can write F* in the form (13) F*= u~* $*(u, v, w), where /n is an integer and $ * is a polynomial of u> v, w. Interchanging the role of £ and fc) (14) w-ky(u, v, w)=u'* Q*(u, v, w), where k is an integer and ^ is a polynomial. Since u9 v9 w are algebraically independent, we can conclude from (14) that u~* $*isa polynomial and this completes the proof of lemma 3. LEMMA 4. Letg,rj,£ be arbitrary unit-vectors in the (p + 2)-c?£- mensional space* Then (15) J J C*'[(&*)] CJJ'Ki/, &] rfO(,) -A(n, p) C*>[(€, Ol n (r,) where (16) A (b, p) = C*p(l) . v n h(n,P) (n + y2p)r{y2p) Lemma 4 is of the nature of a convolution theorem for the basic surface harmonic C^p[(£, 77)].
246 SPECIAL FUNCTIONS 11.4 To prove this lemma, let £ and % be any two vectors, £ = ?/||y|| , £=3/||a||. Since are harmonic polynomials in the components of £ and % respectively, we see that ||^||n ||^||n times the left-hand side of (15) is a harmonic polynomial both in £ and %, of degree n in each set of variables. Moreover, this harmonic polynomial is an orthogonal invariant in £ and £, for it remains unchanged if any orthogonal transformation is applied simultaneously to £, % and 77 (and therefore to £, £ and 77) and the integral remains unchanged if any orthogonal transformation is applied to 7/ • Thus by lemma 3, our harmonic polynomial is a polynomial in ||£||2, H2H2, and (£, %) = \\$\\ ||#|| (£, 0 • Therefore we find from lemma 1 that it is a multiple of \\*\\* \\i\\n c*\kt, o\ and this proves lemma 4. We can determine the factor A (n, p) by putting f=4>U*o °) which gives (17) A (n, p) CJf'U) = ©' J"+' [C*"(*)]2 (1 -*2)*"-* «fa, where gj ' denotes the area of the hypersphere in the (p + l)-dimensional space. From 3,15(17), 11.1(26), 11,1(29) and 11.2(2) we obtain (16). Now we can describe the effect on the surface harmonics of an orthogonal transformation of £. LEMMA 5. Let S^(^), I = 1, 2, ... , h be a complete set of ortho- normal surface harmonics of degree n9 so that (1) holds, and let 0 be an orthogonal transformation of the (p + 2)-dimensional space,, Then as) s^oo- i slkskn(0, k = 1 where the matrix G of the h2 elements g lk is an orthogonal matrix of h = h(n9 p) rows and columns, i.e., (19) G'G = GG'=L Here G 'is the transposed matrix of G, and Jis the unit-matrix of h (n, p) rows and columns. Proof: Since Laplace's operator is invariant under orthogonal transformations (compare sec. 11.1), Sln(0£>) is a surface harmonic of degree n, and so can be expressed, in the form (15), in terms of the complete system Sn(£\
11.4 SPHERICAL HARMONICS 247 Since the integrals in (1) remain unchanged if £is replaced by 0 £, it follows that also the S {0 £) form an orthonormal system, and this gives GG' = J. But it is well-known that from this we also have G G = I (see, e.g., Birkhoff and MacLane 1947, Chapter IX). Now we can prove theorem 4 by showing that (20) i,5^)5>= J, sln(oesln(On) is an orthogonal invariant of £ and 77 . This follows from Lemma 5 and in particular GG = J. From the proof of Lemma 4 we see that (20) must be a multiple of CM(<f, 77)]. The constant factor can be determined by integrating the square of (20) with respect to 77 over the whole area C On account of (1) this gives (21) i [sln(0]z. 1= 1 n On the other hand we can see that it must be a certain multiple of C^p(l) by making £ = 77 in (12). By integrating (21) over fl(£) we obtain h because of (1), and this leads to (2) in theorem 4. From theorem 4 we have that for every surface harmonic 5 (£) of degree m I 0 n £ mf (22) JJclp[({,r,nsm(Odn(€)=l n(^' (Sco/h)Cfa)Sp(r,) n=m. From Lemma % in particular from 11.3 (8), 11*3 (11), we find by an application of Schwarz's inequality: lim J J\F[^9rj)]^cf>n[(^rj)]\S (£)<ffi(£)=0, where F9 <f> are defined in 11„3, 11*3 (8). H we combine this with (22) we obtain (cf. Funk, Hecke, 1916, 1918): FUNK-HECKE THEOREM: Let F (x) be a function of the real variable x which is continuous for — 1 < x < 1 and let S (£) be any surface harmonic of degree n. Then for any unit-vector 77 (23) J J F[(^r,)] Sn({)dn({) = An 5n(r,), where the integral in (23) is taken over the whole area of the unit- hypersphere Q, and where
248 SPECIAL FUNCTIONS 11.4 n Here Co denotes the total area of the unit-hypersphere in the (p + IV dimensional spacef , 27T1Ap+1A to' (in)*'nirOLp) ~r^P + I/2)' c^d)" (b + p-di ' Erdelyi (1938) has shown that it is sufficient to assume that |FU)| and |F(#)|2 are Lebesgue-integrable for —1 < x < 1, and he also has shown that X^i^nV^Pf^ r*> Jn^p(t)f(tUt, where /W-(2ir)"f Jjt e-k'FMdx. Here J denotes a Bessel function. Note that (-*74)« '~*p<w<>='n2~n~*'2 m! r Gi + 77i + 1 + ]i p) n = 0 is a one-valued function of t* 11.5. The case p - l9 h(n, p) = 2n + 1 11.5.1. A generating function for surface harmonics in the three-dimensional case (1) 5F-(*|f *2>*3) denotes a vector with three components. We define the polynomials ff«(?)by (2) [*2 + w,-2*, t-=(x2-w,) **]"=■«" £ #;(?)*'. If we substitute -r"1 for t we find (3) Hmn = {-D* #~\ where a bar denotes the conjugate complex polynomial. The left-hand side of (2) can be written in the form (u, $)n where (4) u« (~2t, l-tz, i+.it2). From (u, u) = 0 and from 11.1(14) we find that both sides in (2) satisfy
11.5.1 SPHERICAL HARMONICS 249 0 2rr r(%)r(n + T(n +3/2) T)_ (2°) \ m + n/ m 7 m = Lm' t = m Laplace's equation for all ty i.e., Hm($) is a homogeneous harmonic polynomial of degree n. The linear independence of Hn follows from the algebraic independence of x2 + ix3, -2x^, ^{x2-ix3). With r = ||jp||, £= £/r, the functions (5) r-»ff»(?) = S»(£) m«0, ±1, .... ±n form a complete set of .linearly independent surface harmonics of degree n • From (3) we have (6) S;'(£)-M)"5B "•(£). The orthogonality relations (7) SSS\{OS*(&dQ- n m, m = 0, + 1, • • • , ± n, in which the integral is to be taken over the whole area of the unit-sphere C, can be proved by introducing (8) b = (-2s, 1-s2, i + is2) and considering (9) {fin,on(*>ondmo n which is an orthogonal invariant of U and b (cf. the proof of Lemma 4 in sec. 11. 4) • According to Lemma 2 it must be a polynomial in (u, u), (b~, b), (u, "b), and since (u, u) = (b, b) ^ 0, (9) must be a multiple of (u, b)n. If we introduce (2) [and the corresponding expansion of (b, £)n into (9)] we find (10) (ts)n £ tlsm J JSln(£)Smn(£)dQ = ^(u> ^)n= ^2"(l + s«)2n and here we can compute p by putting s = t = 0 and (11) £ = (cos 6, sin 0 cos <£, sin 0 sin <£), dQ = sind d 6 d <f>, which gives (12) 2V = J*nd<f> J"d0(sin0)2n" -2irr(K)ii!/r(ii + 3/2).
250 SPECIAL FUNCTIONS 11.5.1 By comparing the coefficients of t ls* on both sides of (10) we obtain (7). To obtain an explicit expression for 5* (£) we apply Cauchy's formula to (2) and obtain (13) #"(?)=— /<0+>(u, $yrn~*-'dt n 2ni ^{27rirl{-l)n{x2-ix3)nJi0+)i[t+xi/(x2-ix3)]z -rz(x2-ix3r2\nrn-Bi-it dt. If we put t +x}/(xz-ix2) = r, *,/(*2 ~ix^ = a> this gives (14) H'n(z) =(2ni)-< (ix3-xz)n Jia + hr2 -r2(x2- ix3rz]n(T-o)-n-'-} dr (-1)- , dn+" T , /ra\2 1" (15) —{x 2-ix3V—— \rz-(—) {n+m)l 2 3 drn+a I \*,/ J rn /x-ix, \" dn+" (16) -u7riT(-*r-A)«*--(1-«>" ^"'/r- If we define the associated Legendre's functions Pa(#) by n (17) Pa (*) = (-l)n+a 2'n(n\r' (l-*2)*" — (l-*2)n n dxn+m m « 0, ± 1, ... , ± nf we find that (18) S'n{0=r-nH~n{$ = (-1)n+"£^7T tft-i£>"(i-*?>-*■ p'^.). \n+ m) I and for the corresponding functions in spherical polar coordinates (see sec. 11,3), (19) Yffl(fl, 0)=5ffl (£) = (-!)"** , *' e^P'-tcosfl). U + ro)! According to (3) and (18) we have &i-m)! P"'W*(-1)'7 ^P">V Oz + to)! n The addition-theorem has been stated as equation 11.4(8).
11.5.2 SPHERICAL HARMONICS 251 The orthogonality relations (7) give (20) CV^jl^. 1 2n + 1 (n - m) I From (2) we obtain the generating function (21) [I^s*cos0-%(1-*2) sinflF1 = f 2 (nI/fe!)P*"n(cos^sn**. n=0 fe= 0 For other properties of the P" see sec. 3.6.1. 11.5.2. Maxwell's theory of poles Let x t, x , a: 3, be independent variables, let r = (x 2 + % * + x 2) ^ and define the differential operator D k by (22) Z)fe = k = 1, 2, 3, Since (23) Ar"1 -(Df + D'+Dpr"1 =0, clearly D" D% D* r"1 satisfies Laplace's equation. Moreover this is clearly of the form of a homogeneous polynomial of degree n = a + b + c multiplied by r"2n-t. Lastly, it can be verified that for every homogeneous polynomial H of degree n, the statements A# =0 and A# r"2n^ = 0 n. n are equivalent. Thus we find (24) D°Db2Dl r-1 = ffn(*,,*2,*3)r-2n-1 „ = a + b + c. It is a consequence of this observation that to every homogeneous polynomial of degree n of three quantities D}, D2, D3 for which (25) D* + D22+D23 = 0 there corresponds a harmonic polynomial of x^, x2, x3 of degree rc. Comparing this with the remarks after 11.7(12), it seems plausible that we can obtain all harmonic polynomials from (24). Actually, it can be shown that (see Hobson, 1931, Chap. 4, Nos. 85-92) 1 (-l)"-»(rc-m)! .. , (26) D?-B(Z)2±*D3r-= —^ e±tm*P*(cosQ m = 0, 1, • • • , n9
252 SPECIAL FUNCTIONS 11.5.2 and (27) x t = r cos 0, x 2 = r sin d cos 0, x 3 « r sin 6 sin <£ • According to (19) this shows that all spherical harmonics can be obtained from (24). For geometrical reasons, the surface harmonics in (26) are called zonal if m = 0, sectorial if m = n and tesseral if 1 _< m ^ ti — 1. For this and for the following remarks on Maxwell's results see Hobson (1931) and Maxwell (1873, 1892). Let (28) yk = {ak, 0k9 yk) A = 1, 2, ... , n be unit-vectors which therefore define points on the unit-sphere. These points will be called poles. Then the surface harmonic of degree n with the poles rj k is defined by (29)S>t) = (-l)"r»+'[tni(atD,+/3tD2 + yiD3)]r-'. Introducing n parameters, 11, ... , tn, we find that this is the coefficient of ty t2 »m £ in the expansion of e (3D r2= i «4«,(?», ?,), £=(^,^,^) *. 2= i " * " \r r r / (30) where and where the sum in (30) is to be taken over lc = 1, 2, ... , n. This is a function of the cosines of the angles between the vectors £ r/t ,.. * , r/fc. The standard surface harmonics (26) are obtained when the vectors r\k coincide with some of the axes of the coordinate system. Van der Pol (1936) and Erdelyi (1937) have extended (26) to solutions of the wave equation Aa + &2a = 0by showing that (32) *n""r^) Jn+%{kr)P*n(cos6)eim<*> = k K^'^rj P»" \k dxj kr > where PU) denotes the m-th derivative of the Legendre polynomial Pn, where P* is defined by (17), Jn+% denotes the Bessel function of the first kind and of order n + lA and r, d, <f>> *,, x2, xi are connected by (27).
11.6 SPHERICAL HARMONICS 253 11.6. The case p —2, h(n, p) - (n + D2 From now on let ^ be a vector with four components and let (2) 77=VP. P-Ufcll. We introduce the vectors (3) u= (i - its, - it -is, -t + s9 1 + ts) (4) b = (i - i ra9 -if- ia, —-r + .a* 1 + tit) for which we have (5) (u, u) = (b, b) = 0, (u, b) = 2(l+ir)(l + sa). From (5) we find again as in sec. 11.5.1 that the (n + l)2 polynomials Hk'l($) defined by sZ (6) (u,$)»« J f * ) Hkn'K$tk are harmonic polynomials of degree n. By the same argument as in sec. 11t5.2 we find that — 2,~n772 — (7) f f (u, ^(M)B«W= — (u, *>)n, fid,) n + 1 and therefore the surface harmonics (8) S*'K7/) = ?-"//*„•'03) form an orthogonal set of h(n, 2) = (n + l)2 linearly independent surface harmonics where k£k' or Zj^Z,' (9) J JS*. %)SkJl'(V)rfO-,' 2»r2 C)/C) 71+1 From (6) we also have do) skn- %)-i-i)k*lsnn-k>n-l(v). In order to find explicit expressions for the S ' we introduce (11) o=-y4 + £y|f i=y3"iy2, c = -y3-*>2, rf=-y4-iyf.
254 SPECIAL FUNCTIONS 11.6 Then (12) p= H^ll = (arf^ic)^, (u,J}) = a + 6s+(c+<Zs)*, and we obtain from (6) that (13) 2 Hk'l(fysl=(a + bs)n-k(c+ds)k, l = o n (14) H k-lity=— fi0 + \a+bs)n-k(c+ds)ks-l-*ds. n 2ni Putting (15) a~.-s(bc-ad)/bd9 (16) a0= ad/'(ad - be) = (y* + yzJ/{y\ + y\ + y* + y*), and expressing a, i, c, d in terms of the y^, L 7 ("I)4 LJ.7 7 L ^°"o +> L , da (17) tf *- zty) —- 4>nWP)k+l-» (b/P) l'k J ° a"-*(W rrrr (18) .fcj^p^-^. where a0 is given by (16). Here the Z-th derivative can be expressed by a hypergeometric function (which is a Jacobi polynomial) and our final result is [cf. 2.8(27), 2.1(2), (1) and (2)] as follows. If n>k + l (19) S*'Z(7/)-p-n#*'Z0j) M-1)*Cz^)(r74 + '??l)n^Z(r73 + l,r72)*"Z x2F,(-/, n - I + 1; n - k - I + 1; i\\ + r)*) (20) =(-l)*0?4 + /v?,)n"*"Z(v?3+*v?2)*-Z xpC--*-U-l)(j|. + ,*.,*_,*). If n <k + 1 (21) S*'l(77) = p-nff*'i(^) a(-1>"",(Ji*z)<l4-'l.)'+l""<1a-»1«)1"' x F (Z — n, /+l;Z + A-n-Kl;?if+?if) 2 1 4 ' 1
11.6 SPHERICAL HARMONICS 255 (22) S*'J(77) = p_Bff *•'($) = (-l)n-l(Vi-iVl)k + l-n(V3-ir,2)l'k where P^a'^'denotes a Jacobi-polynomial (see Chap. 10)« If we introduce polar coordinates, the expressions (20), (22) for the Sk'1 became rather complicated and it is better to use the functions 11.2(23) (in the special case p = 2) for this purpose. But for the transformation of spherical harmonics the S ' (with an even value of n) are very useful; they also satisfy some relations which do not have an analogue in the cases where p f 2. These relations (which will be proved in sec. 11.7) are the following ones (written in terms of the H^1 instead of the S^ l). Let t), % be two vectors with four components each, and let to be a vector with the components (23) wt-y%*4 + y4Zi~-yz*s + ys*z w2=y2zA + yAz2~y*z<i + r, s M73 = r3^4 + y4^3-r1 *2 + y2*, w***y**A-r\ z^-y2z2-y3z3^ If we introduce quaternions (see Birkhoff and MacLane, 1947, Chap. VIII, 5) this can be written in the form (24) w A + iwz + jw3 + kw T = (*4 + *'z2 + /z3 + *2f) (y4 + iyz + ;y3 + Ay,), where 1, i9 /, h are the fundamental units. Then we have the addition theorem: (25)#£,z(to)= \ Hk±mtyHB-l{$). ft = 0 The matrix (26) [ff*;l(t>)] K 1 = 0, 1, ...,2n where A; denotes the rows and I denotes the columns has the determinant (27) (yf + y^+y|+ypn(2n+,), the characteristic roots (28) A; A2.,""" m-0, 1, ...,2n
256 SPECIAL FUNCTIONS 11.6 where A1 , A2 are the roots of the equation [cf* (4)] I a -A, b I (29) I =0, I c, a - A | and the trace (30) lo^'^^l7^^ where ^'+1 denotes the derivative of the Tchebichef-polynomial 11J(20)% 11.7. The transformation formula for spherical harmonics Let £ be a vector with three components and ^ be a vector with four components. We use the notations (1) ll?ll,-r, ||$||4-p, f-Jp/r, 1=VP- We shall now show that every orthogonal transformation 0 of £ with the determinant+1 can be uniquely described by a unit-vector r/.If detO=+l, there exists a vector £Q ^ 0 (the axis of rotation) such that (2) ?0 = 0?0. The transformation Ois completely defined if £Qand the angle of rotation ift are given. Since — £Q is also an axis of rotation we can choose £ in such a way that 0 < i/j < 77. If x// is zero, every vector £Q is an axis of rotation, and in this case we put £Q = 0. We may assume therefore that (3) ||£0||3 = sin%<A 0<i£<77 which means that the components xQ f , xQ 2 , xQ 3 of £0 are given by xQ ^cosajsin1^ I = 1, 2, 3, where a^ is the angle between the axis of rotation and the xl axis. Now we define the four-dimensional unit-vector (4) 17 = (cos a t sin % t/f, cos a2 sin lA t/s cos a 3 sin Vi t/s cos % t/0 and put ^ = pr/. Then the orthogonal matrix 0 can be written in the form (5) 0 = (yAI-A)(yAI+A)-* = (l/p2)(p2I-2yAA + 2A2) x /y^f-y^y** 2r,r2-2r3y4' 2yiy3+2y2y4 (6) =7^ ( 2riy2+2y3y4' y!+y*-y?-y3» ^3-^4 \.2r,r3-2r2r4, 2y2y3+2y,y4> yj+ys-yf-yl,
11.7 SPHERICAL HARMONICS 257 where /l 0 o\ A y3 -^ (7) 2-0 10 J, A =( -y, 0 y, V01/ v. -y- °. This is Cayley's representation of the orthogonal group (see H. Weyl (1939), p. 169ff). In the form (6) itis valid without exceptions, i.e., even if the determinant of yA J+ A vanishes. With the notations (1), (2), (4), (5), 11,5(18), 11,5(19), 11,6(8) we have the TRANSFORMATION FORMULA OF SPHERICAL HARMONICS (8) s><0(). j_n «.„.♦. (;;,)/(;;,) sr'-w »;«>. This formula shows the effect of an orthogonal transformation 0 of the three-dimensional space upon the surface harmonics on the sphere, and it gives the coefficients of the linear transformation of S in terms of surface harmonics in four-dimensional space with Cayley's parametersof 0 as variables. A formula equivalent to (8) has been proved by Adam Schmidt (1899) (see also Hoenl, 1934). In an unpublished note left by Bateman, it is shown that the coefficients of the S in (8) can be expressed by a hyper- geometric series. In its present form, (8) is due to Herglotz, whose proof will be given here. In order to prove (8), we show: (i) We can map the harmonic polynomials H* ($) upon the product of the powers of two variables w ^, w 2 by putting (9) xl=w}w2, x2+ixz=w*, -xz+ixz=wzz because then 11,5 (2) becomes (10) (u;f-2ii;| wzt + w\t2)n= ± H\{& *n+* and therefore (11) Hn (£) = (-l)*( U ) wn-"wn2+«. Although this implies a relation between x ^, x 2, x , namely, (12) x\+x\+x\=0,
258 SPECIAL FUNCTIONS 11.7 [cf. 11.5(25)], we see from (11) that the complete set H "(£) of linearly independent harmonic polynomials is mapped upon the set of linearly independent products of powers of w 1 and w 1% (ii) If we define a, b9 c, d by 11.6(11), then the linear substitution (13) w'} = aw y + bw2, w'z = cw]+dwz leads to the substitution for w f w2 , w2, w2 given by (14) uj'h w'2 = (ad + be) w 1 w2 + ac w2 + bd w2 w'y2 = lab wy w2 + azwz + b2w\ w22 = 2cd w 1 wz + c2 w2 + d2 w2 and if we put w[ w'z ='X\*W\Z = x '2 + lx 3» w 'z = ~~X2 + *x 3 anc^ assume that arf - 6c = y* + yI + y\ + y\ =1, (14) is precisely the linear substitution (15) ?' -0$, $' ~{x\tx[,x'z) where 0 is given by (6). This is the representation of the ternary orthogonal group by unitary binary substitutions (cf. Van der Waerden, 1932, Chap. Ill, 16). (iii) With the expressions in 11 j6(ll) for a9 b, c, d and with s = wjw ^ we obtain from 11.6(13) (16) 2 Hk^%)wflwlz ^(aw^bw^-Hcw^+dwjK If ||i} |] = 1 we obtain the transformation formula (8) from (11), (13), (14), (15), (16) and (6). The formulas 11,6(25) to 11.6(30) are consequences of the fact that (8) can be considered as a representation of the orthogonal group (cf. H. Weyl, 1939, for the concepts used here). In particular, 11.6(30) follows from the fact that the characteristic roots of an orthogonal matrix 0 for which det 0=1 are completely determined by the angle of rotation, i.e., by J Jp% Since the characteristic roots of a matrix JJ corresponding to 0 in a representation of the orthogonal group depend only on the characteristic roots of 0, the trace of JJ (which is the negative sum of the characteristic roots of JJ) must depend on J Jp only. According to lemma 1, the expression on the right-hand side of 11.6(30) and its multiples are the only surface harmonics satisfying this condition. Y. Sato (1950) expressed the transformation 0 as a product of three
11.8 SPHERICAL HARMONICS 259 simple transformations, proved equation (8) for these transformations and gave a table of the coefficients in (8) for n < 7. 11.8. The polynomials of Hermite - Kampe* de Feriet A different approach to the investigation of surface harmonics has been made by Hermite, Didon and Kampe de Feriet. The far reaching and important theory as developed by these authors has been fully presented in the second part of the book by Appell and Kampe de Feriet (1926). Rather than giving all the results obtained there in detail we shall confine ourselves to a short indication of what can be found there and refer the reader to the book itself for a full account of the theory. Generalizing Maxwell's construction of surface harmonics in the three-dimensional space we define the following functions of the p + 2 components of a vector £, 0) w". -, w--,i^T. t tttStt ™ r I p OX • • • OX F where r = ||3p|| and where the non-negative integers m%, ... , m satisfy (2) m + mz + • ♦ • •+ m = rc. The function on the left-hand side of (1) satisfies Laplace's equation; it is the coefficient of (3) a^a^ ... a/ in the expansion of (4) [(xt-at)2 + ...fUp-ap)2+-^+I+^+2r^ into a series of products of powers of a x, ... , a . Then is a surface harmonic of degree n which depends on the first p components of $/iv As a generating function, we have (6) (l-2o, £f 2ap^ + at2 + -.. + ap-^ where the sum is to be taken over all non-negative integers m %, . .. ■, m • Explicit expressions and expressions in terms of hypergeometric functions of p variables for the functions V have been given by Appell- Kampe de Feriet (1926). The connection with the ultraspherica 1 poly-
260 SPECIAL FUNCTIONS 11.8 nomials is given by 771 , 771 (7) So' '».*>Vm m (£,,...,£ ) (a t + ••* p' » [ (of+....+op* J where the sum is taken over all non-negative integers m 1 , ... , m satisfying (2). From this, recurrence formulas can be obtained. With the definition , ,...,771 , 0, ...,0^1' •'•• > £<?' ••"• ' ^7+*-1^ 9 m * .....77i where s, q - 1, 2, 3, ••• , it is found that the functions U-tf f,|)X'e1"*FW+" (ft.....*,) *1 ' —»'p (9) ~F / / p form a complete set of linearly independent surface harmonics of degree n, if the non-negative integers Z, ZJf ... , I satisfy (10) 1 + l} + ••• + lp^n and (id ««*-(^+I+i^w)d-^-..,-#-* -tW'W^ + W- The functions in (11) do not form an orthogonal set on the unit-sphere; the integral J qJ ! ^P 'tf-^'p "»!>•••> Wlp vanishes only if either Z1 + • •• *f Z f 77i t + »» + m or all the differences Z - m. , ... , I — m are odd numbers. For this i i y p p reason, a second set of functions U is introduced by means of the generating function 771 , 771 (12) la ' ...a p UM (P ( ) 1 » '"'"'p = [(o,^+... + an4-l)2 + (af+». + ap2)(l-^ <f*)]*1.
11.8 SPHERICAL HARMONICS 261 These functions are surface harmonics in p + / + 1 dimensional space, and the U and V together form a biortkogonal system bo that (13) / / (1 - {* tyi~* V\l) . U<» m dQ = 0 unless m! =/,, m2 = /2, ... , m = 7 . Thus the functions U can be used to determine the coefficients in the expansion of a function on the hypersphere, and in particular of a hypersurface-harmonic of given degree, in terms of the functions (11). For many other results about the functions U and V9 in particular for partial differential equations, expressions in terms of Lauricella's generalized hypergeometric series and expansion of arbitrary functions in terms of the U and V compare Appell-Kampe de Feriet (1926). A generalization of the V„ m for values of / which are not a positive flij, ««« , mp r integer, see A. Angelescu. Generalizations of surface harmonics connected with operators other than Laplace's operator have been investigated by M. H. Protter.
262 SPECIAL FUNCTIONS REFERENCES Angelescu, Aurel, 1916: Sur les polynomes generalisant les polynomes de Legendre et d'Hermite et sur le calcul approche des integrates multiples. These no. 1579, Paris. Appell, Paul and J. Kampe de Feriet, 1926: Fonctions hypergeometriques et hyperspheriques, Polynomes dJHermite, Gauthier-Villars. Birkhoff, Garrett and Saunders MacLane, 1947: A survey of modern algebra, New York. ErdeTyi, Arthur, 1937: Physic a 4, 107-120. Erdelyi, Arthur, 1938: Math. Ann. 115, 456-465. Funk, Paul, 1916: Math. Ann. 77, 136-152. Gegenhauer, Leopold, 1877: Akad. Wiss. Wien., S.-B. lla, 75, 891-905. Gegenbauer, Leopold, 1884: Denkschriften Akad. Wiss. Wien. Math. Naturw. Kl. 48, 293-316. Gegenbauer, Leopold, 1888: Akad. Wiss. Wien., SrB. lla, 97, 259-270. Gegenbauer, Leopold, 1890: Denkschriften Akad. Wiss. Wien. Math. Naturw. Kl. 57, 425-480. Gegenbauer, Leopold, 1891: Akad. Wiss. Wien., S.-B. lla, 100, 225-244. Gegenbauer, Leopold, 1893: Akad. Wiss. Wien., S.-B. lla, 102, 942-950. Hecke, Erich, 1918: Math. Ann. 78, 398-404. Hobson, E. W., 1931: The theory of spherical and ellipsoidal harmonics, Cambridge. Hoenl, H., 1934: Z. Physik 89, 244-253. Kogbetliantz, Ervand, 1924: /. Math. Pures Appli., IX Ser., 3, 107-187. Koschmieder, Lothar, 1929: Math. Ann. 101, 120-125. Koschmieder, Lothar, 1931: Math. Ann. 104, 387-402. Magnus, Wilhelm, 1949: Abh. Math. Sem. Univ. Hamburg 16, 77-94. Maxwell, J. C, 1873, 1892: A treatise on electricity and magnetism, Vol. 1, Chapter 9, Oxford, Third edition 1892. Nielsen, Niels, 1911: Theorie des Fonctions Metaspheriques, Gauthier-Villars. Polya, George and Burnett Meyer, 1950: C. R. Acad. Sci. Paris, 228, 28-30, 1083-1084. Protter, M. H., 1949: Trans. Amer. Math. Soc. 63, 314-341. Sato, Yasuo, 1950: Bull. Earthquake Res. Inst. Tokyo 28, 1-22, 175-217. Schmidt, Adam, 1899: Z. Math. Phys* 44, 327-338. SommerfeId, Arnold, 1943: Math. Ann. 119, 1-20. Van der Pol, Balthasar, 1936: Physica 3, 385-392.
SPHERICAL HARMONICS 263 REFERENCES Van der Waerden, B. L., 1932: Die gruppentheoretische Methode in der Quanten- mechanik, Berlin, Weyl, Hermann, 1939: The classical groups, Princeton University Press, Princeton, New Jersey. Widder, D. V., 1947: Advanced calculus, New York.
CHAPTER XH ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 12.1. Introduction Let R be a region inn-dimensional Euclidean space in which x ,,„,* are Cartesian coordinates, and let w>U) - w(x{ , ... , x ) tea non-negative weight function defined in R* For any two functions /(*,, ... , x ) and g(*,, ... , xn) we put (1) (/", g) = /••• //Uff ... » *B)g(*,t — » *B)w(*1,...,*||)rf*1»-rf*|i if and call this the scalar product of / and g: it is defined whenever / and g are defined in R and the integral exists* Two functions are called orthogonal (with respect to the weight function w) if their scalar product vanishes. Given a weight function and any sequence of linearly independent functions 0|f 02, ... for which all scalar products (i/r., \jj .) are defined, the process of orthogonalization described in sec. 10.1 may be carried out with respect to the scalar product (1), and leads to an orthogonal system which is determined uniquely up to a constant factor in each function. This is no longer true of a multiple sequence of functions. Before proceeding to orthogonalize a multiple sequence, it is necessary to rearrange it as a simple sequence. To every possible rearrangement there corresponds an orthogonal system, and in general different rearrangements will lead to different orthogonal systems. Thus, a multiple sequence does not, in general, determine an orthogonal system (essentially) uniquely; moreover, in most cases, the rearrangement destroys the symmetry of the multiple sequence. For these reasons it is often preferable, in the case of a given multiple sequence tV'jTj 9 ••• 9 m ^X 1 9 •'•• 9 X n'> of linearly independent functions, to construct two multiple sequences 264
12.2 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 265 which form a biorthogonal system, i.e., for which the integral (ch , v * * ) ^m^ ... , m^' ^^p ... , m n vanishes except in case m} = m^9 m2 = m', ... , /7i - m' % Biorthogonal systems give a greater freedom of choice which may be utilized to preserve symmetry. These remarks are pertinent when dealing with orthogonal polynomials. In order to orthogonalize the multiple sequence of monomials m. m m (2) x% x2 — xnn my,m2, ... , ma= 0, 1, ... f it is necessary to order monomials in a simple sequence* Except in the case of very special regions and weight functions, there is no (essentially) unique system of orthogonal polynomials, and any system of orthogonal polynomials obtained by an ordering of the monomials (2) is necessarily unsymmetric in the x t, ••• , x • The equal standing of the variables may be preserved by adopting a biorthogonal system of polynomials. There does not seem to be an extensive general theory of orthogonal polynomials in several variables. Special biorthogonal systems, corresponding to the classical orthogonal polynomials in one variable, are known, and have been investigated in some detail. The book by Appell and Kampe de Feriet gives a comprehensive account, and an extensive bibliography, of these investigations up to about 1925* In the present chapter we shall give a brief account of the general properties of orthogonal polynomials in two variables, and then discuss in somewhat greater detail those systems of biorthogonal polynomials in two and more variables which correspond to, and are generalizations of, the classical systems of orthogonal polynomials in one variable. There are many points of contact with Chapters 10 and 11. 12.2 General properties of orthogonal polynomials in two variables The general properties of orthogonal polynomials in two variables have been investigated by Jackson (1937) who also considered orthogonal polynomials in three, and in two complex, variables (Jackson, 1938, 1938a). In this section, and in sec. 12.3, we restrict ourselves to the case of two (real) variables. The corresponding properties for orthogonal polynomials of n variables will suggest themselves to the reader.
266 SPECIAL FUNCTIONS 12.2 Given a region R in the x9 y-plane and a non-negative weight function w(x9 y), both fixed, we shall assume in the case of a bounded region that w is integrable over R9 and in the case of an unbounded region R that all integrals (1) J~ J~ w(x, y) x* yn dx dy m, n = 0, 1, ..« R converge. Orthogonal property, normalization, etc. will be understood to refer to the scalar product (2) (f, g) - J J fix, y) gU, y) w{x, y) dx dy. R Since / and g will be polynomials, the integral in (2) certainly exists. The monomials xa yn will be ordered as follows: (3) xn yn is higher than xk yl if either m + n > k + I or m + n = h + I and m > k% The ordered sequence of monomials is (4) 1, x, y, xz, xy, y2, x3, x2 y, .... The ordering (3) induces a partial ordering of the polynomials in x, y. A polynomial q {x9 y) will be said to be higher than p (x, y) if the highest monomial (with non-zero coefficient) in q is higher than any monomial (with non-zero coefficient) in p. It is to be noted that the ordering (3) is arbitrary, and is not symmetric in x and y% The orthogonal polynomials to be described below will be based on (3): in general, a different ordering will result in a different system of orthogonal polynomials. Applying the process of orthogonalization described in sec* 10*1 to the sequence (4), the scalar product being determined by (2), we obtain a sequence of orthonormal polynomials which will be written as (5) ?00> 9'°> q"> q™> ?21. ?22> ?30' ?31i — so that q (x, y) is of degree n in x and y, and of degree m in y alone, n = 0, 1, 2, **„ , m = 0, 1, *„„ , n. The orthonormal property is <6> ten.,9iki)=84ll8fc where 8 ^ 0 if r ^ s, and = 1 if r = s; and ^ is higher than qH if either n > h or n ~ h and m > I.
12.2 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 267 There are n + 1 polynomials of degree n in x and y, viz*, Any polynomial of degree rc which is orthogonal to all polynomials of lower degree is a linear combination of <7 „,..., <7 • Note that such a polynomial is not necessarily orthogonal to all lower polynomials [lower, that is to say, in the sense defined in (3)]« With any real orthogonal constant matrix [c ..], where n (7) ^cucki=Sik »»*s0,l n, j= o J J the polynomials n (8) pni(x, y)= 2 cuq .U, y) j = 0, 1, ... , rc ; = 0 J J are orthogonal to each other, normalized, and orthogonal to all polynomials of lower degree (but not to all lower polynomials). Conversely, any n + 1 mutually orthogonal, normalized polynomials which are orthogonal to all polynomials of lower degree, may be represented in the form (8) where the c.. satisfy (7)% Note that in Pni(x9 y)9 the subscript n indicates the degree in x and y, but the subscript i does not indicate the degree in y. Suppose there is an affine tranformation (9) x'=ax + /8y, y'= yx + 8y, a£-/3y=l which maps R onto itself, and leaves the weight function invariant. For each n9 form a system of n + 1 mutually orthogonal and normalized polynomials which are orthogonal to all polynomials of lower degree. Thus, the p {ax + /3y, yx + 8y) may be obtained by a real orthogonal transformation of the q ni{x, y) and hence of the p ni(x, y). An affine transformation (9) under which R and w are invariant induces, for each n, an orthogonal transformation of p , ... , p n. Different systems of pni (for the same R, w, n and a, j8, y, 8) undergo similar transformations; to a group of affine transformations (9) which leave R and w invariant there corresponds, for each n9 a group of orthogonal transformations. For further details and for a reference to work by A. Sobczyk, see Jackson (1937)%
268 SPECIAL FUNCTIONS 12.2 If R is a rectangle, (10) a<x <b, c <y < d, and w (x9 y) = u (x) v (y), then we may take (11) Pni(x,y) = pn-ik)q.(y) i = 0, 1, ... , n; n = 0, 1, ... where \pn\ is the system of orthogonal polynomials associated with the weight function u on the interval (a9 b) and \q \ the system of orthogonal polynomials associated with the weight function v on the interval (c, d)9 12.3. Further properties of orthogonal polynomials in two variables Let lpniU, y)\ be a system, of the form 12*2(8), of orthonormal polynomials for the weight function w on the region /?. For each i9 p .(x9 y) is a polynomial of degree n in x and y, and any polynomial of degree n may be expressed as a linear combination of the p . (x, y), 0 < i <m9 0 < m < n. Several of the general properties of orthogonal polynomials in one variable (see sec. 10.3) have their analogues in two variables, although the corresponding formulas are less simple. First, we shall prove the existence of a recurrence relation, expressing (ax + by) pni(x, y) as a linear combination of polynomials of degree n + 1, n, and n - 1. The proof is analogous to the proof of 10,3 (7)» For fixed 7i, i9 the product (ax + by) p ni(x9 y) is a polynomial of degree n + 1, and hence of the form n + 1 m (1) (ax + by) p . (x9 y) = 2 2 . ym - pmj (x9 y\ m= 0 /= 0 J (2) ymj. = / / (ax + by) p ni (x9 y) pnj (x9 y) w (x9 y) dx dy. R Since (ax + by) p m . (x9 y) is a polynomial of degree m + 1, and pniis orthogonal to all polynomials of degree less than n, we see that (3) yB/ - 0 m = 0, 1, ... , n - 2. Thus, in (1), only terms corresponding to m = n — 1, n, n + 1 actually occur. It does not seem to be known whether the p ., that is to say the c .. in 12,2(8), may be chosen so as to result in simple recurrence relations; nor does it seem to be known under what conditions a system of polynomials satisfying a recurrence relation of the kind described here, is a system of orthogonal polynomials corresponding to a non-negative weight function [compare the remark following 10,3(9)].
12.4 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 269 As m the case of one variable, the recurrence relation may be used to derive a relation which corresponds to the Christoffel-Darboux formula, With the pnias in 12,2(8), we form (4) K (*, y, u9 v)= £ 2 PkA*' y)PkM> v) k=o i=0 l (5) Ln(x9 y, u, v) = Kn(x, y, u, v)-Kn_y U, y, u, v) (6) Mn(x9 y, u, v, r, s) = Ln+1 (u, i;, r, 5) £nU, y, r, s) - Ln(u, v, r, 5) Ln+,U, y, r, 5). Note that although the p ni are arbitrary to the extent of an orthogonal transformation for each 1, the polynomials defined by (4) to (6) are uniquely determined by the weight function w {x, y) and the region /?. The "Christoffel-Darboux formula" is (7) l(au + bv) -(ax + by)] Kn(x, y, u, v) - I I ^ar + bs) M (x, y, u, v9 r, s) w(r9 s) dr ds • For the proof see Jackson (1937)« For the minimum properties of orthogonal polynomials in two variables see Grobner (1948). ORTHOGONAL POLYNOMIALS IN THE TRIANGLE 12.4. Appell's polynomials Let T be the triangle (1) x>0, y>0, * + y<l, and (2) t(x) = xy-*yy'-ia-*-y)a-w' the corresponding weight function. The weight function is integrable if (3) Rey>0, Rey'>0, Re a > Re(y + y') - 1, but many of the formal results are valid without this restriction*
270 SPECIAL FUNCTIONS 12.4 Appell (1881) introduced the polynomials (4) 3Ja,y,y;x,y) = (l-i-y)^ *-y vl ~y * X ' V —n J -a X • dx;"1 dyn [%y+--tyy+»-i (i_*_y)<*+«+*-y-y ] which are analogous to Jacobi polynomials [cf. 10«8(10)]» Here, and throughout this chapter, (5) (o)0 = 1, (a)n = aU + 1) ... (a + n - 1) n = 1, 2, ... (a)v-r(a+i/)/r(a). For a detailed study of these polynomials, and for references to the literature, see Appell and Kampe de Feriet (1926, Chapter VI and the bibliography). From equation (4) it is seen that 3 is a polynomial of degree m + n in x and y. The expression of 3 in terms of Appell's hypergeometric series Fz is given in 5.13(1). Adopting the region (1) and the weight function (2) in the definition of the scalar product 12.1(1), we see that // Pk§ y) d " [xy+«-' yr'+*-i(i_x_y)a+*+*-y-y']^y dxn dyn T and repeated integration by parts shows that 3 is orthogonal to all polynomials of degree < m + n. In particular, (6) (3^,3^=0 m + ntk + l. On the other hand, by repeated integrations by parts (7) {-'dkl)-(y).(y\ &"*" X J J xy+*-x y?'+n-' a-x-y)a+"+n-'y ~y' dx dy T r(y)r(yor(a+m+n+i-y-y0( d'+n 3H r(a + 2m + 2n + l) dx* dyn m + n =k + I,
12.4 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 271 and since this does not vanish, the polynomials <5 m do not form an orthogonal system* No orthogonal or biorthogonal system of polynomials seems to be known for the weight function (2). The system of partial differential equations satisfied by (1 - x - y)a~y "y om(a, y, y\ x, y) maybe derived by means of 5-13(1), 5.11(8), 5,9(10). With the notations _ dz _dz _ dzz dzz _ dzz dx' dy dx2' dx dy dy2 it reads (9) x(l -x)r-xys + [y- (2y + y'- a~n + l)x~} p - (y + ™)yq - (y + tn)(y + y'~ a-m -n) z = 0 y(l - y) t - xys + \.y'-\y + 2y'~ a- m + 1) y] q — (y'+ n\xp — (y'+ n)(y + y'— a — m — n) z = 0. When a= y+ y', the weight function (2) simplifies to (10) tQ(x) = xy-] yy'~] Rey, Rey'>0. For this weight function Appell (1882) considers two systems of polynomials (ID Fm(y,y',x,y)=3Jy+y'>Y>y'>*>y>> = - (**+■-* yy+»-»(i-.*^ y)»+«] = Fz(-m -n, y+ro, y'+n, y, y'; x, y) (12) EmW> y'> xty)= F2(y+y'+m + n,-m, -n, y, y'; x, y) where F2 is the series defined in 5.7(7). The partial differential equations satisfied by F m and E m may be derived by means of 5.9(10). They are (13) x(l - x)r -xys + [y - (y - n + l)x] p - (y + m) yq + (m + n)(y + m) z = 0 F mn y(l - y) t -xys + [y'~ (y'— m + Dy] q - (y '+ n)xp + (m + n)(y'+ n)z = 0
272 SPECIAL FUNCTIONS 12.4 (14) x(l -x)r -xys + [y-{y+y'+n + l)x]p + myq + m{y + y '+ m + n)z = 0 Ml y(l - y) t - xys +[y'-{y+ y'+ m + Dy]q + nxp + n(y+y'+m + n)z = 0 Adding each of these two pairs, it is seen that both F and E satisfy the partial differential equation (15) x{l-x)r-2xys + y(l-y)j+ [y-(y + y'+ l)x]p + [y'~ (y + y'+ Dy]<7 + (m + n)(y + y'+ m + n)z = 0, and this partial differential equation may be used to prove that (16) J f xy< yr-t FJy, y\ x, y)Ekl{y, y', x, y) dx dy T vanishes except when m = k and n - Z. This shows that the two systems of polynomials (11) and (12) form a biorthogonal system for the region (1) and the weight function (10). The formula (17) J J %y~' yy'-' FJy, y', *, y) EH(y, y', *, y) dx dy T 8^ 8nl mini (m + a)! T(y) r(yQ y + y '+ 2m + 2n (y)R (y *)nr(y+y'+m + n) is proved in Appell and Kampe de Feriet (1926, p. 110, 111)% It may be used to compute coefficients in the expansion of an arbitrary function in a series of the F , or in a series of the E • Two examples of such win nn expansions are V (k + l)\ (y+m), {y'+n)j (18) FJy,y',*,y)= I ',\ '* ' g„W,«,r) (19) (l-*-y)X-1= 1 1 (-l)"+n(y+y'+2m + 2/i) »= 0 n- 0 77i!n!(m + ti)! T(y + y'+ A+ m + n) m
12.5 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 273 (Appell and Kampe' de Feriet, 1926, p. 112, ll3)« In (18) summation is extended over all non-negative integers k and I for which k + I = m + n. For the case y = y'= 1, a - 2, when the weight function is constant, see Grobner (1948» sec. 5)* ORTHOGONAL POLYNOMIALS IN CIRCLE AND SPHERE 12.5. The polynomials V In this section and in the following section we shall use notations similar to those of Chapter XI. (1) ?-(*,, ... ,xn) will be a vector, with (real) components x 9 ... , x in n-dimensional (real) Euclidean space, and (2) ||?||=r = (** + ...+**)* will be the length of this vector. With two vectors (3) a « (a j , ... , an), y = (x ], ... , x n) we associate the scalar product (4) (a, £) = a x. + ... + a x and the angle 0, where cos 0 = IKII ll?ll [The scalar product (4) of two vectors is to be distinguished from the scalar product of two functions occurring in (17), 12,6(4), and similar relations.] The unit sphere, ||y|| < 1, in our space will be denoted by S, the element of volume by dx, so that Jftydx s will be written for /••• J f(x\* ••• > xn) dx\ •" dxn* x\ + ••• + x1 < 1
274 SPECIAL FUNCTIONS 12.5 We shall consider orthogonal polynomials in the region S with the weight function (5) (1 -r*)**-K = (1 - x\ x*)**-*. 1 n For n = 2, the region is a circle in the plane, for n = 3, a sphere in three- dimensional space, and for n > 3, a hypersphere. Polynomials «> VJ*)-Vmi,mt „_(*,.*,.....*„> will be defined by the generating function (7) [l-2(a, 5)+-||a||*r*"'**+* = 2 a !.«a n F5 (* a; ). 1 71 K77Jf 771 V*l » "■ 9 *n>* l n In this sum, and in all similar sums, summation will be understood to take place over all non-negative integers m|f ... , mn. Clearly, Vs (£) is a polynomial of degree mk in xk, being an even or odd polynomial in x, according as m, is even or odd; and (8) m = my + ••• + mn is the degree of this polynomial. For n = 1, a comparison of (7) and 10«9(29) shows that (9) F*(*)=C**(*) n = l. For n = 2 and s = 0, 2, the polynomials (6) were introduced by Hermite (1865,1865 a), for any n by Didon (1868)% There is a detailed presentation of these polynomials and of related matters in Part Two of the book by Appell and Kampe* de Fe*riet (1926) where there is also an extensive bibliography. Additional references are listed at the end of this chapter under Angelescu, Appell, Brinkman and Zernike, Caccioppoli, Chen, Dinghas, Erdelyi, Koschmieder, Orloff, and Schmeidler. The expansion in powers of a , ... , a^ of the generating function (7), by the multinomial theorem, leads at once to the explicit representation (10) /n + S-n ft/'-x/ V™1 mn(*.'-'*n> = ^ —J m ,...„ , N ^77i I n ( m\ mn 1-ffti l~nn \~T"" T'~Y~'"" 2 ' n + s — 3 - /n —
12.5 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 275 (11) FB(at, ... , an, /3,, ... , fin, y; z |f ... , z n) -2 <«,>«.-<«»>» (0i>».-OA 77l1 ! ••• 772 ! (y) 71 V/7J ... Z 771 j + ••• +771 is one of Lauricella's hypergeometric series of n variables (Appell and Kampe de Feriet, 1926, Chapter VII). There are also representations of Vs in hypergeometric series of ascending (rather than descending) powers of the xk, these representations being different according to the parities of the 772 k [see also 10,9(21) and 10*9(22)]. If one puts ak = tb k in (7), and compares coefficients of t* on both sides, the relation (12) [|6||»C*"+**-* [i^JLl 1,1 ■ L -ii'ii J 771 + ••• + 771 =771 1 n 771 , 771 !>, ' ... 6 " Vi i n 77i. \xJf ... , %n) is obtained. It may be verified from the explicit formula that the polynomial defined by (10) satisfies the following (hypergeometric) system of partial differential equations (13) d ( dV I" n dV 1 ") !7~ ]1T."Xi I (m + n + s-l)V+ I xk — \f + (m.+ 1) BV = 0 (m + n + s-l)V+ > x k k=y dxk j = 1» .•• » n, where m is the degree given by (8). Adding these n equations, we see that all polynomials of degree m satisfy the partial differential equation (14) (m + n)(m + s~ l)V
276 SPECIAL FUNCTIONS 12.5 There is a remarkable symbolic representation of our polynomials, (15) F'(5p)-. »,! x 0F, (-B/2 - s/2 + 3/2 + m; A 74) (* , ' ••• x„ ") where F, is a generalized hypergeometric series [see 4« 1 (1)] and (16) A=—— + -..+■ dx* dx2 I n. is Laplace's operator. This representation is derived by means of the connection between the polynomials V 5 and hyperspherical harmonics (see sec. 11.8). The same connection may be used to show that the integral (17) |(Nr2)MF:Wr^)& s vanishes if m ^ m ', and also if m - m ' and some of the differences m .— m^ are odd numbers. Since the integral does not vanish when m = m 'and all differences m. — m' are even numbers, the Vs do not form an orthogonal system of polynomials. The formula corresponding to Rodrigues' formula [equation 10,9(11)] is (18) »,!...»|il(l-r«)*-+-+-'>F; m fe, «„) 1 n ■3771 _ ( i)m q _ r2\^(n+s-I) 771 f 771 where, on the right-hand side, (19) y. = *.(l-r2)-* i = l, ... n are the independent variables, and (20) l-r2 = (l+ ll^ll2)-1. The formula may be derived from the generating function (7) by the substitution (19) and upon replacing a ^by a f(l - r2r.
12.6 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 277 The generating function is also the source of the integral representation (21) irx" m ,! - mn\ r(H«) V\(i) - i" Oi + s - 1). rOin + K2s) * J ^'-^"^-^'"Ulall+ *'(?. a)]-""-**1^ For other integrals see Dinghas (1950). Recurrence relations, differentiation formulas, and similar relations also follow from the generating function and are recorded in Appell and Kampe* de Feriet (1926, sec, LXXVI). 12.6. Tne polynomials U A second system of polynomials, a) W = <£ »(«,.....*.) l n will be defined by the generating function (2) l[(a, 0-l]2+||a||2(l-|:^||2)r^ mt . ™n rrs = 2 a/ -ann Usm^ m (x%9 ... ,xn). 1 n m, , ...,m_ 1 ' ' n' For n = 1, we have (3) U9mix) = C*'(x) n=l. For n = 2, s = 1, 2, these polynomials were introduced by Hennite; for any n see the literature quoted in sec. 12,5• The most important property of these polynomials is the biorthogonal property which connects them with the Vs. The integral (4) /(l-r2)**-* V($)U\{$)dx s vanishes, except when m } = ly 9 ... 9 m = I ; and (5) /(l-r2)**-* V>{z)U*(z)dx = h* 2n%n r«s+l) (s)m 2m + n + s-\ r(y2n + Y2s -V2) 77i f!..;../7in! This biorthogonal property may be proved from the generating functions (see the corresponding proof for Hennite polynomials in sec. 12,9)» Conversely, Kampe de Feriet (1915) postulated the biorthogonal property and deduced the generating function from it.
278 SPECIAL FUNCTIONS 12.6 The theory of the polynomials U resembles that of the polynomials V and we shall simply list some of the relevant formulas* Explicit representation (6) f/i m (x., ... , x) = m ., ... , 771 1 ' ' 71 771 , 771 771 . J ••• 771 ! I 71 ( m , m 771, 772 S + 1 v J? I I n 1 I I n ____ . *\" T' T 2"* ~T~' l-r2 1 - r2 ^ 2 ' •" ' 2 J with corresponding series in ascending powers of (7) t(4, ?)t+||6tr(l-r^ " \[(*>, ?)2 +||i||2 (l-r2)] V 771 . 771 2 6, ' -bnnU° m («, * )• m,+... + m =m ' " mi mn ' " i n The polynomial £/ satisfies the system of partial differential equations (8) (l-r2) -_ _+«( m£/- 2 *4 - ) + m.(l-r2) (,»£/- ^ *kjf) _(s- 1) x. +xz ( mU- Y *,, ) -m.£/ =0 ] — -Lj ••• 9 71 • All polynomials of degree m satisfy the partial differential equation (9) V d f dU (m + n){m + s -l)U + / —' < /-> dx. dx. -x. {s-l)U+ T x. > =0 3 L i, *** J J
12.6 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 279 which is obtained by adding the n ecpiations (8), and is identical with the corresponding equation 12,5(14) for the Vsn* The symbolic representation may be written in the form (10) U'a (?) =—^ r 0F, ft* + X; -XU - r2) A2](*7 ' •-> **"), i n where the 4-th power of (1 -r2) A2 is to be taken as (1 - r2)k A2*, There is also a relation corresponding to 12,5(17) but it is of little importance. The analogue of Rodrigues* formula is simpler in this case than in the case of Vs • (11) 2™ (-ill) »,!..., „Kl-r«>K-X0: U, «,) = (-ir (s) ————— a-=r*r **•-*. 771 771 . m dx\* "' dxn" Koschmieder (1925) obtained expressions for the Us in terms of partial derivatives with respect to x . , The integral representation corresponding to 12,5(21) is (12) 7T1Anm^\-mn\r(y2s -y2n + y2) usm(%) = (s)mr(y2s + y2)fs u-r*)**-**-* x[*,+ 13,(1-Hall2)*ff - [»„ + &„(!-Hall2^fBifa. The two systems of polynomials, i/* and Fs are connected: the connection may be expressed in two equivalent forms, (13) (2-2»-»-«).(r'-l)^y:^(r^1)XJ /ra +s- l\ = 2"f 1 f/2_ "'S(?) (M)2-(-»-^B(r»-l)*-l/:[TFi^] -(«). p*-2*1-"-*(?).
280 SPECIAL FUNCTIONS 12.6 The biorthogonal property has already been stated in (4) and (5). Another connection, closely related to the biorthogonal property, is given by the circumstance that the system of partial differential equations satisfied by which can be derived from (8) and is (15) (m + s - l)R - ) x- —— dx. \dx. >l r, x v m i + m.\ (m + s-1)R- > x. =0 'L i, '**.J } } — 1, z, »tf», n, is easily seen to be adjoint to the system 12*5(13) of partial differential equation satisfied by Vs (£), 12.7. Expansion problems and further investigations The biorthogonal property of the U and V suggests the expansion of an "arbitrary" function f($) in either of the two series a) s «:#;(?) (2) SiJF'te). From 12,6(4) and (5) one obtains the expressions (3) *;«;-/ a-r*)*'-*f(?)vB(?)dx (4) hsB j;=J(l-r2)Mf(y)[/;(y)&. A general discussion of such expansions is contained in the book by Appell and Kampe' de Feriet (1926, Part II, Chapter V). More precise results were obtained by later writers. In studying the expansion problem it is usually assumed that 5 is a positive integer in (1) and (2). Koschmieder calls (1) and (2) Appell series if s > 2, Didon series if s - 1, and shows that an Appell series in n variables may be reduced to a Didon series in n + 5 — 1 variables. Moreover, it is usual to rearrange the multiple series (1) and (2) as a simple series, by grouping together all the terms of equal degree. Thus, (1) is interpreted as
12.7 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 281 (5) f [ 2 a* m V* m (*f, * )], i rt and there is a similar interpretation of (2)* The rearranged series may then be related to the Laplace expansion of a function on the surface of the unit hypersphere in n + 5 + 1 dimensions, and this connection has often been used. Convergence of the series (1) and (2), rearranged as described above, has been investigated for n = 2, s = 1 by Caccioppoli (1932), and by Koschmieder (1933)« Caccioppoli summed the series and discussed its convergence by means of a singular integral, proving convergence for continuously differentiable functions. Koschmieder used the theory of integral equations and proved absolute convergence for twice continuously differentiable functions. The case of general n and (positive integer) 5 was investigated by Koschmieder (1934). Adopting the interpretation (5) for (1), and a corresponding interpretation of (2), Koschmieder showed that these series are equiconvergent with certain expansions in Gegenbauer polynomials. Koschmieder (1934 a) also obtained an equiconvergence theorem for Laplace's expansion, with a Fourier series as a comparison series. The Cesaro summability of Laplace' series has been discussed by Chen (1928) and Koschmieder (1929). The results have been applied to Appell's series by Koschmieder (1931). The Appell series of a function f($) which is integrable in 5, is (C, 8) summable to /(£) almost everyhwere in 5, and certainly on the Lebesgue set of / in 5, when (6) 5 > n + « - 1. Moreover, the Appell series is (C, 8) summable also for (7) y2(n + s - 1)< 8<n + s - 1 at all those points ^ for which iif-$irK<"+<-«> irt^i is an integrable function of £ in S. The following examples of expansions are taken from Appell and Kampe de Feriet (1926, sections LXXXVIII and XCI).
282 SPECIAL FUNCTIONS 12.7 (a e,,^. v'-"" <-*>-'* w xa7'...^"||a||*-m^(?), where Ms a positive integer, and summation is over all those values of m , ••• , m for which i - m is a positive even integer; (9) exp [i (a, 0] = 2*rt+^-l/* r(Y2n + Ks -H) x V ,* (,+ " + *"!l) a7'...«"-||a|r-*->«*+M xJm+y2n+Hs^(||a||)^(?) (10) r(s + ^)exp(a, $)Jy2S_H[||a||(l-r2)] = D<||a||(l-r«)]»-« ^ ^- «7« ... ,£» f/* (?). In the last two expansions, summation is over all non-negative m , ...,m ♦ The case n — 2 has been investigated in greater detail [see Appell and Kampe'de Feriet (1926, Part II, Chapter VII), and the papers quoted in sections 12„5- 12,7 of the present chapter]. An alternative approach to orthogonal polynomials in spherical regions was suggested by Brink- man and Zernike (I935)and by Grobner (1948)« Polynomials connected with the partial differential equation A9F = 0 in spherical regions were studied by Giulotto (1939) who obtained a biorthogonal system for this case. Devisme (1932) introduced polynomials defined by the generating functions (H) (l-3a*+ 3a2y-a3rv, [1 - Sax + 3(a2 - b) y - a3]"v which arise in the study of the partial differential equation dzu d3u d3u d3u (12) A *= - + -+ --3 = 0. 3 dx3 dy3 dzz dxdydz A generalization of the polynomials Us, Vs may be defined by means of a fixed quadratic form, <£($), its reciprocal form iJ/($, and the bilinear form <£(£, fc)) [see 12.8(6) to (8)1 • The generating functions are
12.8 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 283 (13) \[</>(a, y)- l]2 + 0(a) [1 -^(?)]}-*s= £ a™' — o™" U* (?) (14) [1 - 2(a, 5) + ^(a)]-1^71-1/^ +* = £ a™ ' ... a* » l)« (?). These polynomials have been introduced by Hermite and were studied by Angelescu (1916). If <£($) = (& y) = ip($), the polynomials defined by (13) and (14) are [/* and F* respectively. HERMITE POLYNOMIALS OF SEVERAL VARIABLES 12.8. Definition of the Hermite polynomials As in the preceding sections, (1) £ =(*,, ... , xn) will be a (real) vector, (2) ||?|| = (*? + ••• + **)* the length of £, and (3) (a, j) = of %f + ... + aA^A the scalar product of two such vectors. C will be a fixed positive definite symmetric square matrix of real elements, i.e., (4) C = [c£.] i, /= 1, ... , n c..= c. real, X c..#.x.>0 £^0. The reciprocal matrix will be denoted by C"1: its elements are y ./A, where (5) A = detc i,/ = 1, ... ,rc is the determinant of C, and y^. is the cofactor of c^ in A. With C we associate the positive definite quadratic form (6) ^(e) = (ce, ?) = (?, Cf)= i *..*,*, i, / = I J J and the symmetric bilinear form
284 SPECIAL FUNCTIONS 12.8 (7) <£(&*})= (C& *)) = ($ Ci))= S c..*.v.. i,; = i lJ J We also have the reciprocal form (8) 0(f) -^(C-1 ?) = (C_I ft f) -(ft C-' ?), which is also a positive definite quadratic form, and the reciprocal symmetric bilinear form (9) <£(¥, $) =(£-'& $)-(jp, C"1^), These forms are connected by a number of relations. (10) #(?+$)« #(0 + 2#(&$)+#($) ^(?+ $)->(0 + 2 «/,(& $) + t/j(i,) <£(0=^(C0, 0(0 = #(£-'0 (11) (?S(?:+C-,^) = ^(?;) + 2(ft $) + #($) (12) #(?+C$)« 0(0+ 2($ $) + #($. Lastly we mention the integral formula (13) J" exp[-J/2(£(?)+(a, f)J(fa-=(2lr)}{"A-x exp[K2«£(a)] where integration is over the whole space, dx stands for dx • •• eke , and Ct is a constant vector. The formula may be proved by using (11) and then transforming the quadratic form <£(y + C*1 a) into a sum of squares* The notations introduced above will be used throughout this section and the following sections* Hennite polynomials of several variables are a biorthogonal system of polynomials associated with the weight function (14) n>(jf)= A* (2ir)-Xn expl-H<£(£)], the region being the entire rc-dimensional space* The relation (15) Ju»(f)i = l is a consequence of (13)* These polynomials are clearly rc-dimensional generalizations of the orthogonal polynomials defined by 10« 13 (1)« They were introduced by Hennite (1864) and since then studied by many authors. Appell and Kampe de Feriet (1926, Part III) give a detailed presentation of the theory, as of 1926, and a bibliography* Additional references are
12.8 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 285 listed at the end of this chapter under Caccioppoli, Erdelyi, Feldheim, Grad, Koschmieder, Mazza, Picone, Thijssen, and Tortrat. Extensions to infinite-dimensional spaces are due to Cameron and Martin (1947), and Friedrichs (1951, see in particular p. 212ff)« Two systems of polynomials, (16) CB(y)=Gm(_>mn(*,,... ,*„) HmW~Hmt,...,m C* ,,...,*„) \7 * n will be defined by means of the generating functions (17) cxp[(C a, f) - y2<f>(a)] = exp\%<f>($) - %<£(?- a)] m i-l in.! m, m m,! mn\ (18) exp[(a, ?)-X0(a)]-wpDi^yj-K^p-C"1 a)] 77i, m ir7-trc«(f)' which are extensions to several dimensions of the generating function 10.13 (19). In all sums m) , ••• , m n run through all non-negative integers, unless other regions of summation are explicitly stated. The polynomials defined by (17) and (18) are of degree m { in x jf and their (total) degree is (19) ro = to, + ••• + to • In these definitions we followed Appell and Kampe' de Feriet (1926, sec. CXVIII)« For n - 1 we have the Hermite polynomials defined in sec. 10„ 13 ii we take cu = 2. 771 ! 771 If the coefficients of a ] ••• a^n in the generating functions (17) and (18) are computed by means of Taylor's theorem, one obtains (20) #m(?)= (-ir expK^(y)] — — exp[-J^(?)] <9*, ' •••<9*n" (21) Gm.(C-' ?) = (-ir expfttf (?)] —^-2 — exp[-X0(?)] l n
286 SPECIAL FUNCTIONS 12.8 corresponding to 10.13(7). Koschmieder (1925) has given an alternative expression in terms of partial derivatives for certain Hermite polynomials of two variables. Either (17) and (18) or (20) and (21) may be regarded as definitions of Hermite polynomials in several variables. An • alternative notation, in case of a special quadratic form 0(y), has been proposed by H. Grad (1949)* 12.9. Basic properties of Hermite polynomials The most important feature of Hermite polynomials is the biorthogonal property (1) /•»(?) Gl (?) HJ$) dx=St m -. St m «, ! - mn \, 11 n n where w($) is the weight function defined by 12.8(14), S is defined in sec. 12*2, and I = I + ...;+ I , 1 n To prove the biorthogonal property, we remark that by 12*8(14), (17) (18), the integral on the left-hand side of (1) is the coefficient of 11 I _ m f m (2) 1 1 ~n v 1 ~ n a.' a." b ' ft" /. ! L\ m,! m„! 1 n 1 n in (3) (2 n)-*n A"* / expt-1/^^) + (a, f) -■}£ 0(a) + (C 6, f)- Ji0(6)]cfc. By 12.8(13), the expression (3) is equal to (4) exp[H0(a+Cfc)--H0(a)-X0C6)l and by 12.8(12) this is r, *n X Ml^ K^)^ (5) ~r/- ^- x 1 ! n n X(a,b J —H- 772, I The coefficient of (2) in the series (5) gives the right-hand side of (1). A bilinear generating function, corresponding to Mehler's formula 10.13(22), may be obtained in a similar manner, computing the integral
12.9 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 287 (6) (nnt ... * r' f f exph 2 U^ + v!)A.+ J4^(y) - %<£>(£- u- ib) + %0(ij)- %0(ij--u+ ib)] du dv for sufficiently small positive £ , ... , £n in two different ways, once by using 12,8(13), and another time by first using 12„8(17) and (18), and then integrating directly. Putting (7) 0.(0= £ %V*, + 0(5) 02(0= 2 X*/t -<!>($, noting that for sufficiently small positive t , ... , t the quadratic forms 0^(j), k = 1, 2, are positive definite, denoting the determinant of 4>k ky &k9 and the reciprocal quadratic form by iffk($)9 the result is m m n (8) Z ITT^TT^-^^-^ = u,.- ^r1 (a, A2r* expcx^/cy+c^-x^^cf-c^]. In this form the result was obtained by Erdelyi (1938 a) together with the corresponding result for the generating function of H (y) G (^), thus extending results by Koschmieder (1938, 1938 a) who gave explicit formulas for n - 2. The bilinear generating function was also discussed by Tortrat (1948, 1948 a). The system of partial differential equations satisfied by H (£) may also be derived from the generating function. The function on the left-hand side of 12.8(17) satisfies the system of partial differential equations A dzF A y (9F dF l = J., Z>) ••• , 71
288 SPECIAL FUNCTIONS 12.9 where A is the determinant of the c .. and y . is the cofactor of c .in A. \) % T ij t j i Expanding in powers of a., we obtain the following system of partial differential equations for H (p) n (9) I J- 1 dzH dx .dx n ~ 2 cikxk dH i t= i j -i m.Aff-0 £ — Lj auw j " • The partial differential equation (10) 1 1 yij^—z—A I xk-j- £ £ * dx.dx kf} dxk - mMi = 0 is obtained by adding the n equations (9) and is common to all polynomials of the same degree /n. The proof of the system of partial differential equations (id I d2G dG v.. Ax + ro.AG=0 / j • - - 13 dx .dx . 1 dx. i — ij tfMI) ^ n ac i = t J=1 > xA + mAG = 0 *=1 satisfied by G^ (£) is similar. Recurrence and differentiation formulas may also be obtained from the generating functions. For n = 2 they are recorded in Appell and Kampe de Fe'riet (1926, sec. CXXIl). There are many connections between Hermite polynomials in one and those in several variables. Replacing a by £ain 12*8(17) and (18), and expanding in powers of t by 10*13 (19) we obtain (13) i 1 n i,\ m ! mt mn ' K^a)]14" H. ml
12.10 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 289 (14) I f 7 n — Cm .,m <*,.■■•.*») [y2^(a)]1/2m #, /(a, y) ^ \[2^(a)]V ' For other connections between Hermite polynomials of one and those of several variables see the book by Appell and Kampe' de Feriet, and the papers by Feldheim, listed at the end of this chapter. Note that Feldheim's notation differs from our notation. An addition theorem for Hermite polynomials in two variables was obtained by Koschmieder (1930 a). 12.10. Further investigations By a comparison of the generating functions it is easy to see that Hermite polynomials of several variables are limiting cases of the polynomials defined by 12*7(13) and (14). (1) lim s^aU*(_L)= 1 H (?) x ' 1 n (2) lim s~*a U*(-4- ) = i G (y). For the further investigation of Hermite polynomials one may use the multi-dimensional Gauss transform (3) G£ [F{b,)\=Ay>(2 7Tw)-'Anf F(b>)exp \-~ ^(?- ^ L 2u [see equations 10,13(30), (31)]. The first of the formulas A; *3) dy (4) (J"[ff (A &)]=(!-A*B)*"ff, (1 \± 1 -AM* J n n (5) (Jlw (^)]= n ( s c..x.) *<C m i=l j=l lJ J n , n (6) Q^iM.^.y,)]^-"-//^)
290 SPECIAL FUNCTIONS 12.10 may be proved from the generating function 12«8(17), and is an integral equation satisfied by Hermite polynomials; the second is a limiting case of the first; and the third, which is also a limiting case (A■-> <*>) of the first, is an integral representation of Hermite polynomials. The corresponding formulas for G are (7) Q^[G.(^)]Ml-X2u)^G^(i^2^j (8) Q^[Gm(i3)]= fl x. (9) Gjjfi^.l-r-c.(*?). Feldheim (1942) used a more general definition (10) G"[F(lj)]- -5- ^ (a j ••• anr2 and investigated the behavior of Hermite polynomials under the functional transformation defined by (10). The biorthogonal property 12 & (1) shows that an "arbitrary" function /"(£) may be expanded in series of Hermite polynomials in either of the two forms (11) ZanGJ?) (12) Si.fl.f?) where (13) m I • •• m (14) in,!-mjfc. =Jw($)f($)GJ$)dx. The convergence of such expansions was discussed by Thijssen (1926, 1927) for the case n = 2 and functions /(£) which vanish identically outside a bounded region, and satisfy certain continuity requirements in that region. The problem of approximations in mean square (see sec. 1092) was discussed by Caccioppoli (1932a) for functions of the class L 2 , that is to say for functions for which the integral
12.10 ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 291 J 1/(01* erp[-X*(?)]<** is convergent. The approximation to arbitrary functions in unbounded regions has also been discussed by Picone (1935)* Mazza (1940) has also discussed Hermite polynomials and constructed an orthogonal system* Devisme (1932) defined systems of polynomials which are, in some measure, analogous to Hermite polynomials• The generating functions are (15) exp(ax - azy + a3/3), exp [ax -(a2 - b) y + a3/3]. The polynomials generated by (15) are related to certain partial differential equations involving the differential operator 12,7 (12).
292 SPECIAL FUNCTIONS REFERENCES Angelescu, Aurel, 1915: C.R. Acad, Sci. Paris 161, 490-492. Angelescu, Aurel, 1915- 16: Bull. Math. Soc. Roumaine Sci. 4, 30-35. Angelescu, Aurel, 1916: Sut des polynomes generalisant les polynomes de Legendre et d'Hermite et sut le calcul approche des integrales multiples, Thesis, Paris, 140 pp. Appell, Paul, 1881: Arch. Math. Physik (1) 66, 238-245. Appell, Paul, 1882: /. Math. Pures Appl. (3) 8, 173-216. Appell, Paul, 1901: Arch, Math. Physik (3) 1, 69-71. Appell, Paul, 1903: Arch. Math. Physik (3) 4, 20-21. Appell, Paul and Joseph Kampe' de Feriet, 1926: Fonctions hypergeometriques et hyperspheriques, Polynomes d' Hermite, Gauthier-Viliars, Paris. Brinkman, H.C. and Frits Zernike, 1935: NederL Akad, Wetensch, Proc. 38, 161- 170. Caccioppoli, Renato, 1932: Rend. Sem, Mat. Univ, Padova 3, 163-182. Caccioppoli, Renato, 1932a: Giorn, 1st. Ital. Attuari 3, 364-375. Cameron, R.H. and W.T. Martin, 1947: Ann. of Math. 48, 385-389. Chen, K.K., 1928: Sci, Rep, Tohoku Imp.Univ. Ser. I, 17, 1073-1086. Devisme, Jacques, 1932: C.R. Acad. Sci. Paris 195, 437-439, 936-938. Didon, Francois, 1868: Ann, Sci. Ecole Norm, Sup, (1) 5, 229-310. Dinghas, Alexander, 1950: Math, Z, 53, 76-83. Erdelyi, Arthur, 1938: Math. Ann, 11, 456-465. Erdelyi, Arthur, 1938a: Math, Z, 44, 301-311. Feldheim, Ervin, 1940: Ann. Scuola Norm. Super. Pisa (2) 9, 225-252. Feldheim, Ervin, 1941: C.R. (Doklady) Acad. Sci. URSS CV.S.) 31, 534-537. Feldheim, Ervin, 1942: Pont, Acad, Sci. Comment. 6, 1-25. Friedrichs, K.O., 1951: Comm. Pure Appl. Math, 4, 161-224. Giulotto, Virgilio, 1939: 1st, Lombardo Sci. Lett, Rend, Cl, Sci, Mat. Nat. 72,37-57. Grad, Harold, 1949: Comm. Pure Ai-pl. Math. 2, 325-330. Grobner, Wolfgang, 1948: Monatsh, Math. 52, 38-54. Hermite, Charles, 1864: C.R. Acad. Sci. Paris, 58, 93-100, 266-273. Hermite, Charles, 1865: /. Reine Angew, Math. 64, 294-296. Hermite, Charles, 1865a: C.R, Acad. Sci. Paris 60, 370-377, 432, 440, 461-466, 512-518.
ORTHOGONAL POLYNOMIALS IN SEVERAL VARIABLES 293 REFERENCES Jackson, Dunham, 1937: Duke Math. J. 2, 423-434. Jackson, Dunham, 1938: Duke Math. J. 4, 441-454. Jackson, Dunham, 1938 a: Ann. of Math. (2) 39, 262-268. Kampe de Feriet, Joseph, 1915: Sur les fonctions hyperspheriques, Thesis»Paris, 111pp. Koschmieder, Lothar, 1924: Math. Ann. 91, 62-81. Koschmieder, Lothar, 1925: Jber. Deutsche Math. Verein 34, 57-64. Koschmieder, Lothar, 1926: Revista Mat. Hisp.-Amer. (2) 1, 97-107. Koschmieder, Lothar, 1929: Math. Ann. 101, 120-125. Koschmieder, Lothar, 1930: Revista Soc. Mat. Espanola (2) 5, 1-14. Koschmieder, Lothar, 1930a: Revista Soc, Mat. Espanola (2) 5, 274*280. Koschmieder, Lothar, 1931: Math. Ann. 104, 387-402. Koschmieder, Lothar, 1933: Monatsh. Math. Phys. 40, 223-232. Koschmieder, Lothar, 1934: Math. Ann. 110, 734-738. Koschmieder, Lothar, 1934 a: Monatsh. Math. Phys. 41, 58-63. Koschmieder, Lothar, 1938: Math. Z. 43, 248-254. Koschmieder, Lothar, 1839a: Math. Z. 43, 783-792. Koschmieder, Lothar, 1940: Anz. Akad. Wiss. Wien. Math.-Nat. Kl. 41-43. Mazza, S.C., 1940: An. Soc. Ci. Argentina 130, 137-148. Orloff, G.A., 1881: On some polynomials in one or several variables, Thesis, St. Petersburg, 124 pp. Orlow, G.A., 1881a: Nouv. Ann. (2) 40, 481-489. Picone, Mauro, 1935: Giorn. 1st. Ital. Attuari 5, 155-195. Schmeidler, Werner, 1941: /. Reine Angew. Math. 183, 175-182. Thijssen, W.P., 1926: Verslagen Amsterdam 35 (2) 1100-1111. Thijssen, W.P., 1927: Nederl. Akad. Wetensch, Proc. 30 (1), 69-80. Tortrat, Albert, 1948: C.R. Acad. Sci. Paris 226, 298-300. Tortxat, Albert, 1948a: C.R. Acad. Sci. Paris 226, 543-545, errata 758-759.
CHAPTER XIII ELLIPTIC FUNCTIONS AND INTEGRALS 13.1. Introduction Elliptic integrals were encountered by John Wallis in 1655-59. They were known to Euler who, in 1753, obtained their addition theorem. Legendre* whose work on elliptic integrals stretches over several decades, introduced the normal forms which are still in use. Jacobi, in 1828, introduced elliptic functions obtained as inversions of (indefinite) elliptic integrals; he also studied systematically theta functions* Abel obtained some of Jacobi's results independently, and he also studied what is now called hyperelliptic and abelian integrals* Weierstrass showed how the theory of elliptic functions fits in with the theory of functions of a complex variable, and developed the general theory of doubly periodic functions* The history of elliptic functions is given in the article by R* Fricke in the Encyklopadie (1913). This article also contains a list of references up to 1913« The more important books on elliptic functions which appeared since 1913 are listed at the end of this chapter; for the older literature the reader may be referred to Fricke's article* The present chapter consists of two parts, one on elliptic integrals, and the other on elliptic functions* In the second part, both Jacobian and Weierstrassian functions are treated, the former on account of their usefulness in connection with numerical work, the latter on account of the symmetry and simplicity of the basic relations* It may be mentioned here that Neville (1944) developed a systematic notation for Jacobian elliptic functions which simplifies the formulas to a considerable extent: in the present chapter we shall adhere to the traditional notation for the sole reason that it is still generally used* Theta functions are also included in the second part, and there is also a brief section on elliptic modular functions* For further information on modular functions see Chapter XIV,. 294
13.2 ELLIPTIC FUNCTIONS AND INTEGRALS 295 PART ONE: ELLIPTIC INTEGRALS 13.2. Elliptic integrals The simplest (indefinite) integrals are integrals of a rational function. The next simplest type consists of integrals of the form (1) I=jR(x,y)dx, in which R is a rational function of its two variables, and y is an algebraic function of x, that is to say, is given by an equation of the form (2) P(x,y) = 0 where P is a polynomial of degree n, say, in its two variables. Such integrals are called abelian integrals. One of the striking features of the theory of abelian integrals is the fact that the behavior of the integral (1) depends not so much on the nature olR as on the nature of P9 or rather on the nature of the algebraic curve C in the #,y-plane represented by equation (2)« For the theory of abelian integrals, algebraic curves of degree n are classified according to their genus (or deficiency\ (3) P = (n~21)-*, that is the difference between the largest possible number I J of double points of a non-degenerate curve of degree n, and the actual number of double points, d, of the curve in question. The genus is a birational invariant, that is, it remains unchanged if the curve is subjected to a birational transformation (4) * = /?,(£,,,), y = R2{{,v), where the rational functions R ^ and R are such that two further rational functions R 3 , R 4 exist so that (5) f=R3(*f y\ 77 = fi4(*,y). Curves of genus zero are unicursal (or rational) curves. It is known that for such curves x and y can be expressed as rational functions of a parameter. Since rational functions are single-valued, this parameter is a uniformizing variable for the curve. On introduction of this parameter as a new variable of integration in (1), the integrand is a rational function of the parameter, and the integral may be evaluated in terms of elementary functions (of the parameter). The parameter itself is an algebraic function
296 SPECIAL FUNCTIONS 13.2 of x, and hence abelian integrals of genus zero may be expressed in terms of elementary and algebraic functions. For algebraic curves of genus unity, Clebsch (1865) proved that x and y can be expressed as rational functions of two parameters £and 77 where 77 is a polynomial in £ of degree three or four. Introducing £ as a new variable of integration in (1), it is seen that every integral of genus unity can be reduced to a form in which the equation (2) becomes (6) y2 = a0x4+4a1x3 + 6a2x2 + 4a3* + a4 where either aQ ^ 0 or aQ = 0 and at ^ 0. Integrals defined by (1), (6) are called elliptic integrals, and we have proved that abelian integrals of genus unity may be reduced to elliptic integrals by a rational change of the variable of integration. We shall see later, in sec. 13„14, that in equation (6), and hence for any algebraic curve of genus unity, x and y may be expressed rationally in terms of single-valued elliptic functions of a variable z which is a uniformizing variable for the curve in question. For p > 2 the situation is much more involved. We have here hyper- elliptic integrals for which equation (2) takes the form (7) y2 = a0xn + na]Xn-] + .-.+an, but it is no longer true that every curve can be transformed, by a birational transformation, to the form (7). Accordingly, hyperelliptic functions do not suffice for the uniformization of algebraic curves of genus p > 2, and automorphic functions must be used: see also sec. 14.9. In this chapter we restrict ourselves to elliptic integrals defined by (1), (6), and to the elliptic functions associated with such integrals. The polynomial on the right-hand side of (6) will be denoted by GA(x) when a 4 0, and by G z (x) when a = 0, a £ 0. If the polynomial on the right- hand side of (6) has a double zero, the integral J may be evaluated in terms of elementary functions. Thus we may assume that GA (or Gz, as the case may be) has no double zero. 13.3. Reduction of elliptic integrals It has been stated in the preceding section that for the behavior of the elliptic integral (1) J= fR(x,y)dx, y2 = aQx4+4a1x3+6a2x2+4a3x + fl4 the polynomial aQxA + "* + aA'is more important than the rational function R. This statement is justified, and is given a precise meaning, by
13.3 ELLIPTIC FUNCTIONS AND INTEGRALS 297 the following theorem due to Legendre. The elliptic integral (1) may be expressed as a linear combination (with constant coefficients) of an integral of a rational function of x and of integrals of the following types: /v T C dx f lAa x2 + a x C dx (2) I,= / — , -£«/ °- '—dx, I3=/- — J y J r J (x-c)y where c is a constant parameter, and r x dx (3) ^* = ■/ is interpreted as the integral I% corresponding to the case c = «>. The reduction will be effected in several steps. Since even powers of y may be expressed as polynomials in x, we may write R in the form (4) fl(*,y)« Mf (x) + M2(x) y \JII% (x)+M2(x)y][N} (x)-N2(x)y] y N}(x) + N2(x)y " \[Nt{x)]2-[Nz(x)y]z\y where M , M2 , Nt , ^V are polynomials in x, and this may be written as (5) R{x,y) = R(x)+*^-^ y with two rational functions, R and /?2, of *, thus completing the first step in the reduction process. As a second step we remark that R 2(x)9 being a rational function of x, may be decomposed into a polynomial in x and a sum of partial fractions. Thus, (6) 1= J R U, y) dx = JR (x)dx + 2< a / —dx 1 n V y C dx and it is sufficient to consider further the integrals r xn (7) J = / dx n = 0, 1, 2, ...
298 SPECIAL FUNCTIONS 13.3 The third step is based on certain recurrence relations for Jn and H • Let us define b Q, ♦♦♦ , b 4 by means of the identity (8) ofl«4 + 4a «3+6a *2 + 4o k + o^ 0 1 Z 3 4 = bAx-c)* + 4b(x-c)3+6bAx-cV+4b(x-c)+bi 0 1 Z 3 4 in x% We then have the following identities (9) d 1 T 1 d(y2) 1 (x* y) = mxn -' y + xn y '^—Lx* ~l y2 + — xn — dx y [ 2 dx J 77i% Dl~1 (a0#4+4a1#3 + 6a2#2 + 4a3# + a4) + — *"(4a0%3 + 12a1%2 + 12a2* + 4a3) 1 y = (m+2)aQ + 2(2/n + 3)a y y L +1 + 6(/ra+l)a, . x' x" + 2(27n + l)a,— + ma a — 3 4 d (*-c)"+3 (*-c)*+2 (10)-— [U-c)"y] = (/7i + 2U +2(2/n + 3) 6 . a% y U-c)»+1 / (*-c)B + 6(w + l)6. + 2(2/n +1) b, + /7i6, y U-c)"+l y y y Putting /7i = 0, 1, 2, ••• in (9\ m = -1, -2, -3, ••• in (10) and integrating, we obtain successively (11) 2a0c73 + 2- 30,^2 + 6 • la2J, + 2- la3c/0=y 3o0J4 + 2 • 50^3 +6 • 2o2J2 + 2 • 3a3J1 +o4c70 = %y 4o0J5 + 2 •7o1J4 + 6 •3a2J3 + 2-5a3J2 + 2aAJ} = x2y
13.3 ELLIPTIC FUNCTIONS AND INTEGRALS 299 rix-c)2 r x-c (12) bQ I dx +2-1. 6f A & -2 . 1.63i?f-1.64ff2 = -2.1.6fJ-6.1.^#-2.3.6#-2.6tf 7 y x — c 10 3 1 3 2 4 3 k_c)2 y -Vo-2'3'6!^-6'2'^!-2'5'^-3'^- (*-c)2 Now, (13) / dx = <7t-c<70, / d* =<72- 2c<7t + <70 and hence equations (11) and (12) serve to express all J and H in terms of J , Jj , c^, #t , and certain rational functions of x and y% Moreover, a comparison of (7) with (2) and (3) shows that (U)J0 = I}, c7,=I*, a0J2 = 2J2-2a,V. H} = I3, and thus proves Legendre's theorem* If aQ = 0, and hence also bQ = 0, there is a slight simplification* In this case (15) I, = a, I* % = 0 and hence all integrals reduce to a linear combination of Iy , J3, £*♦ Also from (11) and (12) it is seen that in this case all J and H may be expressed in terms of only JQ , Jy , Hy , and rational functions of x and y* The integrals Iy , i"2, I may be called elliptic integrals of the first, second, and third kinds, respectively* A linear fractional transformation of the variable of integration in (1) changes the polynomial y2, and an appropriate transformation of this kind may be used to reduce the polynomial to a standard form (see sec* 13J5)« There are two such standard forms in use, and we shall give the more important results of the present section for each of these two standard forms, adding a brief note on a third form* Weierstrass9 form* Here (16) y2 = 4*3 -g2x-g3. The integrals of the first, second and third kinds are, respectively,
300 SPECIAL FUNCTIONS 13,3 C dx (i7>i'--,°-y (4.--,..-,.)« dx s2*-g3)% dx I. 3 ' / ^_c)(4*3_g2*_g3)* The first few recurrence relations are /xz dx l/o x^-^ t = (4*3_g *-g )*+ —g, J, (4*J-g i-j/ 6 12 /* x3dx J^J (ix3-g2x- 1 ^3^ )X =^"*(4a;3-«2a:-^3^ *2 = j u^> 2(4*8-g2*-g,)* 2(J)-cJ0)-(6C2-1/2g2)ff|-(4*3-g2*-g3)*(*-cr' 4c3-g2c -g3 Legendre's form. Here (19) y2 = (l-*2)Q-£2*2). It is customary to define the corresponding elliptic integrals of the first, second and third kinds respectively, as r dx _ r d<j> (20) F=J [(1-*2)<1-A2*1)]* ~J (l-kzsinz<f>)'A E= f (l~k_ZX2)' dx = J(l-ki sin2 </>)* d<j> x = sin<^>
13.3 ELLIPTIC FUNCTIONS AND INTEGRALS 301 dx (20) 'I 2/cz)[(l-x2)(l-k2x2)]X d<f> {\-c-2sm2cf>){\-k2 sm2<f>)1A x = sin <j> . The basic integrals of the general theory are (21) IX-J0 = F (22) I2 = lA(F-E) (23) "■■J f ,.f. U8-c*)t(l-* -c2)[(l-*2)(l x dx 2)u- -h*x ■kzx :2)]* 2)]* — 11 c (24) 1 The first integral on the second line of (23), and the integral in (24), may be evaluated in terms of elementary functions so that everything may be expressed in terms of E9 F9 II. The recurrence relation for the J are (25) 2k2Jz-{\ + kz)Jy = [(\-x2){\-kzx2)-\* Sk2 JA - 2(1 + kz) J2 + JQ = x[(1 - *2)(1 - k2xz)¥ 4^2J5-3(l + ^2)J3 + 2Jt=x2[(l-^2)(l-^2x2)]^ ajid the recurrence relations for the H maybe obtained from equation (12)» A third canonical form, (26) y2 = *U-/rc)U- 1) has been suggested by A.R. Low (1950)» In a sense it is between Weier- strass' and Legendre's form and has some of the advantages of both. It may be obtained from Weierstrass' form by a translation and normalization, or from Legendre's form by the substitution *2=l/,f, y2 = r?2/r. The latter derivation shows that the parameter m corresponds to kz in Legendre's form.
31)2 SPECIAL FUNCTIONS 13.4 13.4. Periods and singularities of elliptic integrals We shall now consider (1) Hx)-SxRit,v)d€, a where (2) r?2 = G(£)=a0£4 + 4aI£3+6a2£2 + 4a3£+a4, and. regard I(x) as a function of x, the lower limit, a, being fixed (and the integrand regular at £= a). The integrand is a two-valued function of £ whose branch-points coincide with those of 17; and we shall study the behavior of I(x) on the Riemann surface of [GOO] rather than in the a>plane. If a £ 0, let a , a2, a3> aA be the four (distinct) zeros of G A(x); if aQ = 0 (and ay ^ 0\ let ax , a2, a3 be the three (distinct) zeros of G3(x), and let a4 = <» . In either of these cases, join a, end a2 by an arc c, and a and aA by an arc c 'which has no point in common with c. Cut two copies of the complex x-plane along the arcs c and c ', and join them crosswise along the cuts, thus obtaining a model of the Riemann surface, R, of [G(x)] . The integrand, R (x, y), is a meromqrphic function on R, that is to say R (xf y) is a single-valued function of x on R, and is analytic, except possibly at a finite number of points where it has poles• On the other hand, I(x) is a many-valued function on R, since there are closed curves, T, on R which cannot be deformed into a point, and for which fp R d££ 0. The closed curves y and y3 of the figure are such curves. (The curve y crosses the branch- cuts and its dotted portion lies in the "second sheet" of the Riemann surface*) In addition there is a closed curve encircling each pole at which the residue is 4^ 0. Let b. be one of the poles of /?, and let ri be the residue at b i of /?. Given any closed curve, C, on R, it follows by deformation of contours that there are integers m9 n9 p{ (positive, negative, or zero) such that J «(f,^f=«J Rd£+nf Rd£+ 2p.2«r*r... c yx y3 i Im x
13.4 ELLIPTIC FUNCTIONS AND INTEGRALS 303 This means that IQ (x) being one of the possible values of I(x), any other of the possible values of this function is of the form (3) I(x) = I Ax) + m, fl, + /n Q„ + ••• + m, fl, 0 II Z Z R R where mx , ... , mk are arbitrary integers and Ot, ... , flfe are certain complex numbers independent of x% They are known as the periods or moduli of periodicity of I(x)% Every elliptic integral has at least two periods (for instance, the periods corresponding to y} and y3). The integrands of I} and I in 13«3(2) have no non-zero residues in the cut plane, and hence elliptic integrals of the first and second kinds have exactly two (independent) periods. On the other hand, x = c is a simple pole with residue [G(c)] of the integrand of J3, and accordingly elliptic integrals of the third kind have three (independent) periods. We are now in a position to describe the singularities of elliptic integrals of the first, second, and third kinds. They all have branchpoints at x = a, a, a, a, and their values at these branch-points are finite, with the single exception of the point a = °° for J£ in the case aQ = 0. In addition we have the following behavior of these integrals. Elliptic integrals of the first kind are analytic on R, except at x = a , a , a 3, a • They are finite at every point of R. This is clear from the behavior of their integrand. Elliptic integrals of the second hind are analytic on R except at x - a ,a2,a3, aA,and oo. At °° they have poles if aQ^ 0. (If aQ = 0, then aA ~ °S an(l I* ^as a hranch-point, and becomes infinite there.) There are two poles at infinity if a ^ 0, one in each of the sheets of R, and the residues at these poles are zero* Elliptic integrals of the third kind are analytic on R except at x = a , a2, a3, a.9 and c. TTtey have logarithmic singularities at x = c. There are two points % = c, one in each sheet of R, and the behavior of I in the neighborhood of these points is like that of ±[G(c)T% log(*-c). The different behavior of these elliptic integrals shows clearly that in general (i.e., apart from special values of c otx), an elliptic integral of the third kind cannot be reduced to integrals of the first and second kinds. Another interesting feature of elliptic integrals of the third kind is expressed by the interchange theorem* Let
304 SPECIAL FUNCTIONS 13.4 Then I3 (*, c) - I3 (c, x) = Iy (c) I2 (*) - I, U) J2 (c) + (2m + 1) *. For the proofs of the statements presented in this section and for further details, see Tricomi (1937). 13.5. Reduction of G(x) to normal form In considering elliptic integrals it is convenient to reduce the polynomial (1) G(*) = a0*4+4al*3 + 6a2*2 + 4a3* + a4 = y2 to one of the two standard forms given in sec. 13«3» The reduction is achieved by means of a linear fractional transformation of x% For Weierstrass' form, one of the zeros of G (x) is mapped on 00, and then the centroid of the remaining three zeros is taken as the origin. For the Legendre form, a pair of points is chosen which is apolar with respect to (forms cross-ratio -1 with) each of two pairs of roots of G (x), and these points are mapped on 0 and 00. The four roots of G (x) can be grouped in two pairs in three distinct ways, and accordingly there are three distinct ways of the reduction to Legendre's form of any given G (x). Weierstrass' form is more symmetric, and hence more suitable for theoretical investigations; Legendre's form is more highly standardized and hence more suitable for numerical computations. Most of the existing numerical tables have been computed for Legendre's form. We shall describe briefly the reduction to each of the two standard forms. Reduction to Weierstrass9 normal form* If a Q£ 0, we reduce G (x) to a cubic by the transformation 1 Y (2) *-4-p y=JT where a4 is one of the zeros of G(x). This transformation changes (1) into (3) 4AxX3 + 6A2Xz + 4A3X + At=Yz where (4) A , = %G'(aA) = aQ a\ + 3a, a\ + 3<*2a4 + a,, A*=l2 G"(a4) = O0a4 + 2oia4 + (V ^3=^G"'(a4) = a0a4+at, A 4 ~ G" («4) = «0 .
. 13.5 ELLIPTIC FUNCTIONS AND INTEGRALS 305 If aQ = 0, then (1) is already of the form (3) and no preliminary transformation is needed. Next, we eliminate the quadratic term by the transformation (5) X.±^L, y-__l_ which changes (3) into Weierstrass' form (6) 4{3-gJ-g3 = VZ where (7) Sz = ZA\-*AxA3, g3 = 2A,A2A3-Al-A*AA. From (4) and (7) it is seen that (8) g2 = a0a4 + 3a2-4ata3 are invariants of the quartic G (x); see, for instance, Burnside and Panton (1892, sec. 160) where the expression of these invariants as symmetric functions of the roots is given. It should be noted that the final form (6) is independent of the zero, aA, of G (x) which was selected for the transformation and that the coefficients in (6) are rational functions (actually polynomials) of the coefficients of (1). In particular, if °o» ••• » °4 are reaU then also g2 andj^ are real. Reduction to Legendre's normal form. We first show that G (x) may be factorized in the form (9) GU)= [B,(«- j6)2•+..C,(* - f)*][B^x - /S)2 + C2U - y)2L In fact, G (x) may certainly be factprized as (10) G(x)=Q^x)Q2(x) <?1(x) = p1x2 + 2g1x + r1> Q2(x) = pzx2 + 2qzx + rz. With a constant multiplier A, Q — A@ will be a perfect square if (11) (P, - Ap2) Ir, - Ar2)- (g, - A?2)2 = 0.
306 SPECIAL FUNCTIONS 13.5 Let Aj, A2 be the two roots of this equation. Then (12) e,-A,e2-(p,-AlP2)(*-/B)2 and hence (13) C^fljU-jS^ + CjU-y)2 Q2 = B2(x-p)2 + C2(x-y)2 with certain constants By, ... , y; and this proves (9). Moreover, if oQ, ... , a4 are real and G (x) has at least one pair of complex roots, let Q y (x) have complex roots. Then the left-hand side of (11) is > 0 when A = 0, and < 0 when A = p ,/p2, so that A, and A2 are real, /8 and y in (12) are real and so are 5, , ... , C2 in (13), If aQ, ••. , a4 are real and all zeros of G(x) are real, the factorization (10) may be arranged so that the zeros of Q y (x) do not interlace those of Q 2 0*0, and in this case it is easy to see that By , ... , y are real. Thus for a real G (x) there is always a real factorization of the form (9). Furthermore, this factorization is valid both for G . and G • in the latter case either B. + C. = 0 or 4 3 7 11 In (9) we put and obtain Legendre's normal form (15) (W2)(l-*2£2)=772 where (M) *..££. The quantity k is the modulus. Clearly we may take \k2\ < 1, and if |&2| = 1, a different grouping of the zeros may be used to make \k2\ < 1, except in the so-called equianharmonic case when —k is a complex cube root of unity. This exceptional case arises when the zeros of (1 - £2)(1 - k2 g2) lie at the end-points* of two diameters of the unit circle and the angle between the two diameters is 77/6. We shall now give more specific reduction formulas for the case that the coefficients in (1) are real and that G(x) > 0 in the interval of integration. It will be seen that in this case the reduction may be effected
13.5 ELLIPTIC FUNCTIONS AND INTEGRALS 307 by a Teal transformation in such a manner that 0 < k2 < 1% We shall give the reduction to trigonometric form [the variable (f> in equations 13,3(20)], (17) y2=cos2(f>(l-k2 sin2(f>). By division by a positive number we may make the leading coefficient (a in G4, or a in G3) ± 1, and we shall assume that this has been done so that (18) G(*)=±nU-a.) i where i = 1, 2, 3, 4 or i = 1, 2, 3, according as G is GA or G • We shall use the abbreviations (19) a = a - a v ' rs s r a-y /3-S (20) (°, /S, y, S) = (21) fi = \ G(x) ) a-S P-y * dx d<f> where fz is a constant and dx dd> (22) r^, v.* -E- [G(*)]* ^(1-A2sin2<£) so that /z occurs in the conversion of the elliptic integrals of the first kind. Table 1 gives the transformation formulas for the case that all roots of G (x) are real, it being assumed that (23) at > a2>a3>aA (in the case of G3, omit a4)* For each of the two possible leading coefficients, 1 and — 1, of G (x), the table lists the intervals in which G (x) >_ 0, the transformation formulas, some corresponding values of x and <£, the values of A;2 and fi. Table 2gives the corresponding transformations in the case that there are complex roots• In the case of G , the real root is a , and the complex roots are (24) b ±ic c >0.
308 SPECIAL FUNCTIONS 13.5 TABLE 1. TRANSFORMATION TO All zeros G(x) zeros kc*) four real zeros \Gz(x) three real zeros Leading coefficient + 1 -1 + 1 -1 Interval a\ — x or — 4 "Z<X<*Z aA<x<a3 az<x <«t a3<x<a2 ay<x x<a3 a2<x<a] Transformation x = ata42~a2a41 ^^ a42_a4I Sin2<^ Q3Q42^a4a32Sin2<i6 a42"a32Sin2^ a4a31+aiQ43SiD2<ft Si +a43Sln2<56 g2a31-a3g21 ****</> a31-a21Sin2<£ a3 + a32 sin2<ji a1-a2sin20 1 — sin 0 ^ °3' ' sin2<j<, g2g31-g3g21 8inV a31-a2, sin2 «^
13.5 ELLIPTIC FUNCTIONS AND INTEGRALS 309 LEGENDRE'S NORMAL FORM of G (x) real sin 0 = Corresponding values 4> Yin Vm 0 VlTT 0 0 VlTT 0 VlTT (a,a2aAaJ (G3G2G4ai) "32 (a3l CLAL)A «-*>"
310 SPECIAL FUNCTIONS 13.5 TABLE 2. TRANSFORMATION TO G (x) has CW zeros c4« two real and two complex zeros two complex zeros \GA(x) four complex zeros k>*2 G4W four complex zeros C1>C2 Leading coefficient 1 -1 1 -1 1 Interval a 1 - x or x <a2 az<x<ax a <x * <<*i — oo < x < oo Transformation a, + a2 ay-a2 v-cos<fi 2 2 1 — V cos0 „ cos# a-x (tun K rh)2 - 1 cos 0 x - a„ 2 2 c _1 — cos 0 .£ — CL - ■ "' . . - — cos# 1 + coscfc (tany20)2= !•(<!,-*) c x^fcj + c, tan(0+}40g + }404) tan(0 +X0s+ 1/2(94)= (*-6f)/cf * = 6 — c. ctn 0 tancS= 1— 6,-c
13.5 ELLIPTIC FUNCTIONS AND INTEGRALS 311 LEGENDRE'S NORMAL FORM complex zeros Auxiliary Quantities Q acute # obtuse \d}902 acute 6 obtuse 0. acute acute ^3=^4=^77 Corresponding | values X °2 oo —oo oo * 0 77 0 77 -yin-yie3 -HO, -1Ad3-1AdA 1An-yId3 -HO, k2 [•inXi0,-e2)]* [sinUid t + y<n)]2 sin20s -w M (-cos^ cos02)^ c (COB^COS^I c (-COS 6^ V c / -CT fcosd5\A w 1 c1
312 SPECIAL FUNCTIONS 135 In the case of G A with two real and a pair of complex roots, a. > a ate the real roots and equation (24) represents the complex roots. In the case of G A with two pairs of complex roots, the roots are (25) by±icy, b2±ic2 Pi^b2> c,>0' c2>°> In this table, the transformation formulas, k \ and \i are expressed in terms of certain auxiliary quantities defined as follows at — i a^ — b (26) tan 0, =—! , tan $2 = —^ i/=tan(^02-^0t)tan(%02+ J£0f) (27) tan 0, =—! i, tan 0, =--! S_ i-*2 4 (tan %05)2 = cos <93 /cos 04 . The transformation formulas given in these tables remain valid when the zeros of G (x) do not satisfy the conditions given in the first column of the tables and equations (23) to (25); however, in this case the transformations, and k 2, will in general be complex* There are several integral tables, textbooks, and works of reference which give tables of reduction formulas for elliptic integrals to normal form. We mention Grobner and Hofreiter (1949 sections 241 to 246, 1950 sections 221 to 223); Jahnke-Emde (1938, p. 58, 59); Magnus and Ober- hettinger (1949, Chapter VII); Meyer zur Capellen (1950, sec. 2«3); Oberhettinger and Magnus (1949, sec. 2), and Tricomi (1937, p. 76, 77)• The tables given here are adapted from Tricomi's book. See also a forthcoming book by Bfrd and Friedman. $f£ CtttcV*; For the evaluation of elliptic integrals by means of elliptic functions see sec. 13.14; for the evaluation in terms of theta functions see sec. 13.20. 13.6. Evaluation of Legendre's elliptic integrals In sections 13 «3 and 13,5 the reduction of any elliptic integral to elliptic integrals of the first, second, and third kinds in normal form has been described. The evaluation of integrals in Weierstrass' normal form by means of Weierstrassian elliptic functions will be given in sec. 13«14; in the present section we discuss the evaluation of Legendre's elliptic integrals.
13.6 ELLIPTIC FUNCTIONS AND INTEGRALS 313 First we make the definitions 13.3(20)more specific by setting (1) FU9 k) = f*(l - k2 sin2*)"* dt o (2) Efa k) = f4>(l-k2sin2t)lAdt o (3) Il(<56, v, *)= jAl + i/sin2*)"1 (l-k2 sin21)'^ dt. We also recall that, with the exception of the equianharmonic case, the reduction may be performed in such a manner that (4) \k\ < 1. The integrals of the first and second kinds may be evaluated by binomial expansion of the integrand* (5) F(0,A)= J —r^SU) |A|<1, |sin<£|.<l n- 0 / l/\ (6) E(<f>,k) = Y —JLi A^S-U) \k\<l, |sin0| < 1 n = 0 where (7) (a)0 = 1, (o)n = a(a + 1) ... (a + n - 1) - r (a + n) ru) (8) S2n(</,)= J^ (sin*)2" dt = 2"211 [" QnV + | (-1)" ^J\ sin (2m<f>T\ m - I Thus in the real case there is always a convenient convergent series for computing F andE* When the modulus A; is near unity, the convergence of the series is slow, and alternative, less simple, expansions must be used* Some such expansions were given by Radon (1950), who also gave the expansions of F and E as trigonometric series. There are extensive numerical tables of elliptic integrals of the first and second kinds; see Jahnke-Emde (1938> p. 52-89); Fletcher, Miller, and Rosenhead (1946, sec* 21)« Elliptic integrals of the third kind present a far more formidable computational problem on account of their dependence on three parameters • The analogue of equations (5) and (6) is (9) 11(0,,/,*)= 2 (-i/)"fiJ-*)(A7i>)S8ii(0) n= 0 |A|<1, M<1, |sin^|£l
314 SPECIAL FUNCTIONS 13.6 where n (10) B<a)(*)= J a = 0 is the truncated binomial expansion. The condition \v\ < 1 in (9) limits the usefulness of this expansion* For alternative expansions see Radon (1950). For the computation of 11(0, i/, k) by means of theta functions and Jacobian elliptic functions see sec. 13.20. We note here that (id n(<£, o, k) = F(<t>,k) (12) (l-k2)U(cf>9 -k2, k)=E(<?>, k)-(l-k2sin2cf>)-^k2smcf>coscf> (13) (1 - k2) 11(0, -1, h) = (1 -k2)F(ct>,k)-E (0, h) + tan<£(l- k2 sin2<f>YA 13.7. Some further properties of Legendre's elliptic normal integrals The integrals (1) K = K{k) = F(y27T,k), E = E(k)=E(l/27T,k) are the complete elliptic integrals of the first and the second kinds, respectively. With the complementary modulus (2) k'={\-k*)* we also have (3) K'=K'(k) = F(V2JT, k'\ E'=E'(£)=E(K27r, k'\ The incomplete elliptic integrals F(<f>9 k) and E {<f>, k) are many- valued functions on the Riemann surface R of the function y defined by equation 13.3(19). The branch-points are x = sin<f> = ± 1, f&^.The periods may be evaluated in terms of complete elliptic integrals. Integrals Periods F(<p, h) 4K, 2iK' E{<f>,k) 4E, 2;(K'-E'). In each case the first of these periods is called the real, the second the imaginary, period (because they are respectively real and imaginary when 0 < h < 1). Although F(0, k) and E{<f>, k) are many-valued functions of x = sin0 on K, E considered as a function of F is single-valued on K provided :)■■
13.7 ELLIPTIC FUNCTIONS AND INTEGRALS 315 that corresponding values of E and F are obtained by integration over the same path. This gives rise to Jacobi's function E (u), see sec. 13.16. Elliptic integrals, like elliptic functions, possess addition theorems. Given <f> and 0, determine y from the equations (4) (1 - k2 sin2 0 sin2 0) sin y = sin0 cos 0(1 - k2 sin2 0 )** + sin0 cos0(1 - k2 sin20)^ (1 - k2 sin2 0 sin20) cosy = cos 0 cos 0 -sin0sin#(l-*2sin20)K (1 - &2 sin2 0)* and denote by = the relation (congruence) between two functions which differ by a (constant) linear combination of their periods. Then (5) F(y) = F(<f>) + F(t) (6) E(y) = E(cf>) + E(ip) - k2 sincf) sin 0 sin y are the addition theorems of E (0, &) , 7^(0, k). The interchange theorem mentioned in sec. 13 A is most conveniently expressed in terms of the elliptic integral of the third kind /•* k2 cost!/ sin 0 (1 -A2 sin20)** sin2* y (1- kz sm20 sin2*)(l- kz sin2*) = ctn0(l-&2 sin20)^ |TI(0,-&2sin20, &)-F(0, A)] when it reads (8) n* (0, 0) - II*(0, $)~F (0) E(xjj)-F (0) £ (0) + ti ni. Here & has been omitted from all symbols of elliptic integrals and n is an integer. Both the addition theorems and the interchange theorem depend on the connection between elliptic integrals and elliptic functions. In sec. 13*5 it has been mentioned that a regrouping of the zeros of G (x) results in changing the modulus. If k was the original modulus, such a regrouping will lead to one of the following values (9) &, —-, &', , , . Elliptic integrals belonging to any two of these moduli are connected by rational relations (linear transformations)* To the expressions enumerated in (9) we add 1-4'
TABLE 3. TRANSFORMATIONS OF ELLIPTIC INTEGRALS k 1 k k' 1 ik k' ik \-k' \+k' sin0 k sin0 — i tan0 — ik tan0 k ysin 0 A((f>,k) ik sin 0 ~ A(0,&) (1+k ')sin</> cos</> A(0,&) COS(j> A(0,&) sec<£ A(0,&) cos<£ COS(f> A(0,&) 1 A(0,&) cos 0 —/c sin 0 A(0,&) F(<M) kF((f>,k) -iF(<j>,k) -ik'F(<j>,k) k'F(<j>,k) -ikF(cf>,k) (l+k')F(<j>,k) E(<j>,ic) ~[E(<j>,k)-k'2F(<j>,kj\ k i[£(0, k)-F(<j>, &)-tan0 A(0, A;)] -^[£(0,A;)~A;'2F(0,A;)-tan0A(0,A;)] 1 r _ sin(i cos(£~l *' L A(<£,A) J i 1 _ sin</> cos<2>~| — £(0,A)-F^,A)-A2———T\ k L M<f>fk) J 2 sin<£ cos<£ j [E(<j>,k)+k'F(<j>,kj]-(l-k')— | 1+k M<f>,k) CO C/l M n r a n 3 c/i CO
13.8 ELLIPTIC FUNCTIONS AND INTEGRALS 317 Elliptic integrals of moduli k and (10) are also connected by rational relations (Landen's transformation). Table 3 (p. 316) gives for any of the moduli (9) or (10), denoted by k, the transformed values cf> in terms of <j> and k, F(0, k) and E(<ft>, k) in terms of F(<£, k), E (0, k\ <f>9 and k. We continue to use the notation (2) and introduce the abbreviation (11) A(0, k) = (I-k2 sin2 <f>YA, AOSir.ANK The quantity <£ in the table is determined up to multiples of 277 by giving both sin<^> and cos<£. We also note the differentiation formulas dF 1 V E-k'2F sin0 cos01 (12) Tk^I^L k A (0,4) J _dE E-F lk= k 13.8. Complete elliptic integrals We use the following notations for the complete elliptic integrals ,of the first, second, and third kind. dx [(l-%2)(l-£2*2)]* /*" /*,/l-Az*2\ A {<f>, k)d4>=l ( 2 I (3) nI = nl^,i)= / -— ! / (1 + v sin2cS) A(c6, k) o dx r (l+„*2)[(l-*2)(l-£2*2)] From 13.6(8), (4) sta(x»)-rJtor.in*^rf^-i?5s.4- zn o n\ 2
318 SPECIAL FUNCTIONS 13B and using this in 13„6(5), (6), and (9), (5) K(k)=V2n /,(«, V2; l;k2) \k\ < 1 (6) E (k) = Y2 n 2F, (- %, y2; 1; k 2) |A | .< 1 (7) n,(*i)- f ^(-.VB^f—) n = 0 > ' |A|.<1, |H<1- In (5) and (6) (a)J£) (c) />■"•"'- Suffer*" is Gauss' hypergeometric series, see chapter 2« Tricomi (1935, 1936) also gave the expansion (8) K(sina) = 77 > I^M sin[(4n + 1) a] 0<a<Kn -i m and the inequality (9) log4< K+logA'<%7r. From (5) it is seen that K(&) is a monotonic increasing function of k for 0 < k < L K(0)'= J4 77, and from (9) it is seen that K becomes logarithmically infinite as k -> 1. More precisely, (10) K = log(4/A0 + 0(*'Mog*/) A'-O. On the other hand, (6) shows that E is decreasing for 0 < k < 1, and from (2) (11) 1<E<Mtt 0<A<L Expansions valid near k = 1 have been given by several authors; see, for instance Radon (1950). We also mention a formula for the integrals of the third kind developed by Hamel (1932)% For the computation of complete elliptic integrals of the first and second kinds by means of theta functions see sec. 13„20„ Corresponding to the transformations of Table 3, there are transformations of complete elliptic integrals. These are listed in Table 4 (p. 319). The transformation
TABLE 4. TRANSFORMATIONS OF COMPLETE ELLIPTIC INTEGRALS k 1 1 k k' 1 ik k' ik | 1-*' l + k' 1 2kA l+k K(k) Uk + ;k') K' k'(K'+iK) A'K *K' 1+*' K 2 (1 + A)K K'U) kK' K k'K A'(K'-*K) A(K+i'K') (1 + A')K' 1 + & K' 2 eU) E' (E'+iE-kzK'-ik'2K) k' 1 E A' 1 — E' A 1 E+A'K 1 + A' 2E-fc'2K ' 1 +A E'U) IE' A- E 1 E (E'+*E-&2K'-M'2K) —(e-iE'-&'2k+m2k') A- • 2E'-*2K' l + k' E'+kK' l + k r r i—i H n n H O > a M H O CO »—I VO
320 SPECIAL FUNCTIONS 13.8 is especially important since it may be used to compute K numerically. The first equation in (12) may also be written . 2A'X k '= . 1 + A' Here k' < k'< 1 if 0 < h '< 1, and if the transformation is repeated, h ' tends rapidly to unity. The corresponding K(0) is Y/w% Now define as) a0'-*', *;+i=3l1 „ = 0,1,2 n Then by repeated application of (12), oo ^■KW-i-Ili^r. For the four complete elliptic integrals belonging to complementary moduli we have Legendre's relation (15) KE'+IfE-KK^ %n. For particular values of h we list the following relations. (16) K(2-^=K'(2^)=i^^ ,17)K-(,i„^) -•»«(•!.£) (18) K'(2*-1)-2*K(2*-1) (19) (20) K '(e in/3) = e i7T/e K (e i7T/3) = ""' „ e_i7T/6. 2-3*T(2/3) The first of these relations corresponds to the lemniscate functions which arise from the inversion of the integral J(l-xA)-y'dx, and the last relation corresponds to the equianharmonic case of elliptic integrals.
13.8 ELLIPTIC FUNCTIONS AND INTEGRALS 321 The complete elliptic integrals of the third kind II ■(*/, k) may be expressed in terms of incomplete elliptic integrals of the first and second kind* For v > — 1 this was observed by Legendre, for i/ < — 1 (when the Cauchy principal value of the integral must be taken) it was proved by Tricomi* The parameter v is expressed in terms of an auxiliary quantity 69 different expressions being valid in the intervals (— oo, —1), (— 1, —k2) (-k2, 0) and (0, oo). The results are (21) ctn 6 A(<9, k) II, ( -esc2 6, k) = E(k) F(6, k) - K(k) E (6, k) sin 6 cos 6 (22) k' mi(-A2W,A/),*)-K(A)] Me, w) ' = Vzn - [E(A) - K(k)] F(6, k')-K{k)E{$, k) (23) ctn e Aid, k) [II, (-k2 sin2 0, k) - K{k)] = ~EF(6, k) + KE{$, k) sin 6 cos 6 (24) —TT-rTT Dn,(£2tan20,£)-K(A)cos20)] Aw, k ) = [E«0 - K(k)] Fid, k')+ K(k)E(0, k'\ Beside K, E, I11 , it is sometimes convenient to introduce % r*" sin2<^» /•*"■ cos2<i (25) D(A)-/ yrf<ft, B(A)=/ ; ^ A A(^i) 70 A (<£,£) , .. / (sin<£ cos <£)2 C(A)=| ?—dd>. J0 [A(<f>, k)]3 9 With k = k2 we have the differentiation and integration formulas, and connections between various integrals K-E E-&'2K (26) D=——, B=K-D= — D-B 1 C=—— = — [(2-A2)K-2E].
322 SPECIAL FUNCTIONS 13.8 dK B dE dD D-C dK 1 — K dK rf/C 1 — K dB dC B 2 = C, 2k—= 4C </k dK 1- k 2 (28) Jk</k = 2kB, /e</k = —k(E + B) o _[D<f* = ~2E, Jb</* = 2(E + kB), fCdK = 2B. For series expansions and other formulas for these integrals and for short numerical tables see Jahnke-Emde (1938, p« 73-84)« PART TWO: ELLIPTIC FUNCTIONS 13.9. Inversion of elliptic integrals Historically,^elliptic functions were introduced by inverting elliptic integrals* To obtain Jacobian elliptic functions consider the relation (1) u = J*{l-k* sin*t)-*dt = F{<f>,k) 0 between the complex variables u and <f>* We already know that u is a many-valued function of x = sin<f>; conversely, equation (1) also defines <f>, or sin <^>, as a (possibly many-valued) function of u. Jacobi puts (2) <f> = am u = am (u, k) and adopts as basic functions (3) sn u = sn(u, k) = sin (am u) en u = en (u9 k) - cos (amu) dn u = dn (u, &) = 4(amu, &) = [1 — k2 sin2 (amu)] . Beside these, the following nine functions are often used (4) nsiz = l/snu, nciz = l/cniz, nd u = 1/dniz, cs u = cna/sna, scu= snw/cnw, sd u - snu/dnu, ds u = dnu/snit, dc u = dnif/cnu, cdu= cna/dna, the notation being due to Glaisher. At u = 0, we may put (5) sn 0 = 0, en 0 = dn 0 = 1,
13.10 ELLIPTIC FUNCTIONS AND INTEGRALS 323 and this clearly defines the three basic functions, and hence also the nine functions (4), as single-valued analytic functions in some neighborhood of the origin (except for ns u9 cs u9 ds u which have simple poles at u - 0 and are analytic in a punctured neighborhood of this point)• The crucial fact of the theory of elliptic functions is the circumstance that the functions obtained by analytic continuation of the twelve functions thus defined in a neighborhood of u = 0 are all single-valued functions of u, analytic except for an infinity of (simple) poles. This result may be established by a discussion of the inversion problem for the integral (1), see Hancock (1917), Neville (1944). Weierstrass9 elliptic functions present a similar problem. The relation (6) z = J2^3-s2t-g3r1Adt between the two complex variables z and w may be inverted to yield Weierstrass9 p - function (7) w = #>(*)= p(z; g2,g3), and p(z) turns out to be single-valued, and analytic except for an infinity of poles (of the second order). In either case the inversion problem is a formidable one (except in the case of the integral (1) in the real field and for 0 < k < 1), and it is of interest to note that an alternative approach exists and has many advantages. Weierstrass has shown that a study of doubly periodic analytic functions leads quite naturally to elliptic functions. Since then it has become customary to approach elliptic functions from the general theory of analytic functions. We shall do so in this chapter and establish the connection with elliptic integrals later, see sec. 13.14* 13.10. Doubly-periodic functions Let f(z) be a single-valued function which is analytic save for isolated singularities. A period of this function is a complex number, p, such that (1) f(z) = f(z + p) for all z for which f is analytic. A function which has one (non-zero) period has an infinity of periods (for instance np for all integers rc). Let ft be the set of all points in the complex plane which correspond to periods of a fixed function f(z)% If f(z) happens to be a constant, then ft is the whole plane. This case excepted it may be proved [see for instance Tricomi (1937 Chap. I, sec. 2)] that ft is either a system of equidistant points on a straight line through the origin, or else a point-lattice formed
324 SPECIAL FUNCTIONS 13.10 by the intersections of two families of equidistant parallel lines (line- lattice)* In the former case f(z) is simply-periodic, in the latter case doubly-periodic. We now consider a doubly-periodic function f(z) and the corresponding point-lattice fi. The point-lattice may be generated (in many ways) as the points of intersection of two families of equidistant parallel lines, that is to say by the repetition of congruent parallelograms. Take one such parallelogram with one of its vertices at 0, and let the other three vertices be 2co, 2co , 2co + 2co ' Then 2co and 2co' are called a pair of primitive periods of f(z)9 and all periods are of the form (2) 2co = 2mco + 2nco' m9 n integers. Clearly, co'/co is not real, and we may choose the primitive periods in such a manner that (3) Jm(o)7o)>0. This convention will be adhered to throughout this chapter. A point-lattice may be generated in infinitely many ways from a line- lattice, that is to say it possesses infinitely many pairs of primitive periods. Let co9 co ' be primitive half-periods of fi, and let a, jS, y, S be any integers. Then (4) co = aco + jSo>', co '= yco + dco ' is certainly a pair of half-periods. If (5) ad-&y= 1, then we have, from (4) • • • ♦ (6) co = 8co — /So), co '- — yco + aco so that co9 co\ and hence any half-period of f(z), is a linear combination, with integer coefficients, of co, <2>'and (4) gives another pair of primitive half-periods. Equivalent pairs of primitive half-periods are connected by unimodular transformations CO 1— co _ = "a j8 CO _co _ 9 a j8 It can be shown [see, for instance, Tricomi (1937, Chap. I, sec. 2)] that a pair of primitive periods may be chosen in such a manner that (8) M<|<*>'| and fin(e>'/<*>)> H • 3* but such a choice will not be assumed in this chapter.
13.11 ELLIPTIC FUNCTIONS AND INTEGRALS 325 Two points of the z-plane are said to be congruent if they differ by a period. A connected set of points is called a fundamental region if every point of the plane is congruent to exactly one point of the set. We shall always choose the fundamental region as a parallelogram, with two sides and the vertex at which they intersect being counted as part of the parallelogram, the other two sides and three vertices not forming part of it. Fixing a z , the points (9) z = z0 + 2<^ + 277*/ 0<f<l, 0 <7/ < 1 form the fundamental period-parallelogram* Any parallelogram obtained from this by a translation by a period, that is every set of points (10) * = *0 + 2(/w + £)fi) + 20i + J7)fi)' 0<f<l, 0<77<l with a fixed pair of integers (m9 n) is a period-parallelogram, or, shortly, a mesh* Since a doubly-periodic function assumes the same value at congruent points, it is sufficient to describe the behavior of such a function in any one mesh. Since f(z) has only isolated singularities and isolated zeros, it is possible to choose the fundamental period parallelogram (i.e., z ) so that no singularities or zero of f(z) lies on the boundary of a mesh. This will be assumed in the general theorems of sec.l3911, and such a mesh will be called a cell* 13.11. General properties of elliptic functions A doubly-periodic meromorphic function is called an elliptic function, that is to say, an elliptic function is defined to be a single-valued doubly-periodic analytic function whose only possible singularities in the finite part of the plane are poles. In this section f(z) will be such a function, co9 co' a pair of primitive half-periods of f(z\ and Q. the point- lattice associated with f(z)* It may be mentioned here that often Weierstrass' sigma- and zeta- functions, theta functions, and other functions associated with elliptic functions are also referred to as elliptic functions (in the wider sense), but in the present chapter the term "elliptic function" will be used in the sense of the definition given above. Every non-constant elliptic function has poles* For if f(z) has no poles in a mesh then it is bounded there, and hence in the entire plane. By Liouville's theorem it is then a constant.
326 SPECIAL FUNCTIONS 13.11 An elliptic function has only a finite number of poles in any mesh, and, if it does not vanish identically, only a finite number of zeros there* For an infinity of poles in a mesh implies the existence of a limiting point of these poles, and hence an essential singularity. Similarly, an infinity of zeros of an elliptic function which does not vanish identically implies the existence of an essential singularity. The number of poles in a cell, each pole counted according to its multiplicity, is called the order of the elliptic function. The set of poles or zeros in a given cell is called an irreducible set. The sum of the residues of an elliptic function at its poles in any cell is zero. Let C be the boundary of the cell. The sum of the residues is - J f(z)dz 2?ri C and this is zero, since the integrals along opposite sides cancel. There is no elliptic function of order one. For such a function has exactly one simple pole in each cell, and the residue is zero by the preceding theorem. An elliptic function of order r assumes, in any mesh, every value exactly r times (counting multiplicity). To show that f(z) - c has exactly r zeros, take the mesh so that f'(z)/[f(z) - c] is regular on its boundary C. The difference between the number of poles and the number of zeros of f(z) - c is -Lf f'(z) dz f(z)-c and in this integral the contributions of opposite sides cancel. The sum of an irreducible set of zeros is congruent to the sum of an irreducible set of poles (each zero and pole being repeated according to its multiplicity). Let C be the boundary of a cell, and let at, ... , arbe the zeros and /3 , ... , /? the poles of f(z) within C The function f'(z)/f(z) has a simple pole with residue k at a zero of order ky and a simple pole with residue -A: at a pole of order k. (i) ini Jc f(z) fc-i r H/
13.11 ELLIPTIC FUNCTIONS AND INTEGRALS 327 If the vertices of the cell are z q9 zq + 2co, zQ + 2co + 2co'9 zQ + 2co\ the integral in (1) is J_ f2" r(z0 + t)f\z0 + t) (za + 2<o'+t)fXz0+2<o'+t) 27riJ0 |_ f(z0+t) f(z0+2a'+t) 1_ f2"'r(z0 + t)fXz0+t) (z0 + 2a> + t)f'(z0 + 2co + t) 2niJo |_ /"U0 + 0 f(z0 + 2a'+t) ~ \2co[losf(z0 + t)]l»' -2o>'[log/'(2o + f)]^i. 2771 Since f(z) has periods 2co, 2<o\ we see that log/"(zQ), log/(z0 + 2<a'), and log/(z0 + 2co) differ from each other by integer multiples of 2ni, and hence the integral in (1) has the value 2m co + 2n<x>\ From these fundamental theorems some corollaries follow immediately. We mention only two of these. Two elliptic functions which have the same periods, the same poles, and the same principal parts at each pole differ by a constant. The quotient of two elliptic functions whose periods, poles9 and zeros (and multiplicities of poles and zeros) are the same, is a constant. All elliptic functions with the same periods (2o), 2gO form a field, ft, that is the sum, difference, product, or quotient of two such functions has the same periods. Clearly, any rational function (with constant coefficients) of such functions belongs to ft. Moreover, the derivative of any function of ft belongs also to ft, so that ft is a differential field* An integral of a function of ft does not necessarily belong to ft. Although (2co9 2co ') is a pair of primitive periods for some functions in ft, and a pair of periods for all functions of ft, it is not necessarily a pair of primitive periods for all functions of ft. From the representation of elliptic functions in terms of certain standard functions (see sec. 13*14) some additional results easily follow. Any two functions, f and g, of ft are connected by an algebraic equation P(/, g) = 0, where P(x, y) is a polynomial with constant coefficients, and the algebraic curve P(x, y) = 0 is unicursaL Any elliptic function satisfies an algebraic differential equationof the first order, P(f, f) « 0. Here again P (x, y) is a polynomial with constant coefficients and of genus zero.
328 SPECIAL FUNCTIONS 13. ]1 Any elliptic function, f(z), satisfies an algebraic addition theorem (2) A [f(u\ f(v\ f(u + i;)] = 0 where A (x9 y, z) is a polynomial whose coefficients are independent of u, v9 and (2) is satisfied identically in u, v. Conversely, it may be shown that a single-valued analytic function of z which satisfies an algebraic addition theorem of the form (2)is either a rational function of z, or a rational function of e for some A, or else an elliptic function. The simplest (non-trivial) elliptic functions are functions of order two. Among these one may select as standard functions either a function which has one double pole (with residue zero) in each cell, or else a function which has two simple poles (with residues equal in magnitude but opposite in sign) in each cell. The former possibility is chosen in Weierstrass' theory, the latter in Jacobi's. 13.12. Weierstrass'functions Let 2<d, 2a)'be a fixed pair of primitive periods, (1) r = o)7o), Im r > 0 (2) w = w = 2m co + 2n a)'. 2 and II will indicate infinite sums and products taken over all integers 77i, n, and X'and II'sums and products taken over all integers m9 n with the exception of m = n = 0. Weierstrass' function p(z) - p(z\oj9 co') in an elliptic function of periods 2co> 2<d' which is of order two, has a double pole at z = 0, the principal part of the function at this pole being z~29 and for which $p(z) — z"2 is analytic in a neighborhood of, and vanishes at, z = 0.These conditions define $(z) uniquely. To obtain an analytic expression we first construct a meromorphic function which has double poles, with principal parts, (z - w)~2, at all points w = wm% The partial fraction expansion of such a function is (3) /U) = z-2 + S'[U-u;r2-u;-2]. Moreover, f(z) - z~~2 vanishes at z = 0. We prove that f(z + 2o>) = f(z) = f(z + 2a>') by rearranging the series and then conclude that f(z)= $>(z) or (4V pU) = jp(z|g>, o>') = — +\ -— —T*""?^—1^—^ zc *-J \{z-2mco- 2nco ) {2m(o + 2nco )J
13.12 ELLIPTIC FUNCTIONS AND IN TEGRALS 329 The function &>(z) is an even function of z% Also (5) &\z) = - 2z~3 - 22'U - w)'3 = - 22U - to)'3. Integrating term by term we obtain Weierstrass9 zeta function which is a meromorphic function with simple poles. (6) £GrWU|<», co") = z-} +2'[(*-ti;r1 +w-' + zw'z] (7) #>U) = -£'(*). The function £(z) is an odd function of z% It is not doubly- periodic and hence not an elliptic function• It is usual to put (8) £(z + 2g>) «£(*) + 2r/, £(z + 2co ') - £(z) + 2r/'. Since £(z) is an odd function of z, (9) 77 = £(o>), r; '= £(a> 0. By integrating £(z) around a cell one obtains Legendre's relation (10) T/G)'- 7/ 0)= %7Tl. Weierstrass9 sigma function is an entire function whose logarithmic derivative is the zeta function (ii)aw-a(,k«%.n'{(i-:)-p[:4(i),J} >/x a'(2) . x a'2(2)-a(z)a"U) (12)^)=——, *>(*) = j-r . cKz) a U) With the abbreviations (13) g2 = 60l'w-\ g3 = 140l'w-6, the power series expansion of o(z), and the Laurent series expansions of <£(z\ p(z\ p\z\ in a neighborhood of the origin are (14) a(*)«z--7 *2*' *,*' ***" 24 • 3 . 5 23 . 3 • 5 . 7 29 • 32 • 5 • 7 g2g3z" 27 • 32-52.7- 11 as) tfo-i.--^ £al! £l£ +... z 22• 3 • 5 22 . 5 • 7 24 • 3 • 52. 7
330 SPECIAL FUNCTIONS 13.12 ' & z2 22 -5 22. 7 24- 3 . 52 (17) gP (2) = +-£-- + -7— + * r2 + ••• . z3 2.5 7 23.52 The radius of convergence of these series is equal to the smallest distance of two points of the point-lattice Q, i.e., the smallest of the four numbers \2co\9 |2a>'|, |2a> ±2a>'|. Formulas with Weierstrass' functions may be expressed more symmetrically when the notation (18) a>T = a>, co2 = - co - co'9 co3 = co' <19) VW a- 1,2, 3 is used% We then have (20) £{z + 2wa) = C(z) + 2rja a = 1, 2,3 (21) a(z + 2<ya) = - a(z) exp Vfy^z + coa)] a = 1, 2, 3, It is convenient to introduce the three functions a{z + a) ) (22) C7a(z) = -*- expi-zrja) a = 1,2,3. <rU>a) For these we have (23) aa(z + 2wa) = - aa(z) exp[2rja(z + coa)] a = 1, 2, 3 CTa(z + 2^) = aaU) exp [2qfi(z + co^)] a, )3 = 1, 2, 3, a ^ £. The function gp'(z) is an odd elliptic function of order three with periods 2coa, a - 1, 2, 3: it has three zeros in every cell. Now, p'(— a>a) = p'(co^) since gp'has period 2a>a, and #? '(~<^a) = ~^P '^a^ s*nce fP ' (*} is an odd function of 2. Thus we see that z = a>a, a = 1, 2, 3 is an irreducible set of zeros for p'(z). It is customary to put (24) ea-|p(G)a) a- 1,2,3. The function gp(z) — #?(a> ) is an elliptic function of order two. It has double poles at points congruent to 0, and double zeros at points congruent to co * Since it is of order two, these are the only poles and zeros, and hence the function [#?(z) - e^ may be defined as a single-valued function (but it need not have periods 2a>, 2co'9 see sec. 13a 139 13*16).
13*. 13 ELLIPTIC FUNCTIONS AND INTEGRALS 331 13.13. Further properties of Weierstrass* functions The dependence of p{z) on the half-periods a>, co', is indicated by writing £?(z|a>, co '), the dependence on the invariants g , g by fp(z> 82' £3)' anc^ similarly f°r the other functions of Weierstrass. From the definitions we have the homogeneity relations for arbitrary (1) %> '(tz\tco9 tco') = t~3 p'{z\co9 co') p {tz \tco9 tco') = £ ~2 #> (z |<i>, <i>') £(tz\tco, tco') = *"' £(z|g>, a>') cr(tz\tco9 tco') = t a(z\co9 co') (2) p'U*; r4 g2, r6 g3) = r3 ^'(*; g2, g3) £(**; '~4 g2> r* g3) = t"1 £(*; gt, g3) ctUz; *~4g2, *~6g3) = ta(z; g 2, g3). Thus it is seen that Weierstrass' functions depend essentially on two parameters which may be chosen, for instance, as the ratios of z9 co9 co\ The expressions of the invariants in terms of the periods are given in 13,12(13), Conversely, from 13a9(6) and 13,12(24), coa=Jeattt*-g2t-g3r*dt. The functions p'2(z) and \&(z)-e1]y(z)-e2][&(z)-e3] are both elliptic functions of order six with periods 2co , a = 1, 2, 3* They both have an irreducible set of double zeros at coa, a = 1, 2, 3, and a pole of order six at 0* By the general theorems of sec. 13.11, their quotient is constant. The value of this constant may be computed from the expansions 13«12(4)and (5)« Thus we obtain the algebraic differential equation of Weierstrass' #>-function, (3) &'Hz) = 4![p(z)~e}][p(z)-e2\[p(z)-e3\. An alternative form of this differential equation may be obtained from the remark that p'2(z)-4,p3(z) + g2p(z)
332 SPECIAL FUNCTIONS 13.13 is an elliptic function of order six at most, and that all possible poles of this function are congruent to 0. From the expansions 13,12 (16) and (17) it follows that this function is regular at z = 0, and hence a constant by sec* 13g 1U The value of this constant, obtained by means of 13,12(16) and (17), is — g3, and hence the alternative differential equation (4) #>'2(z) = 4fr>3U)-g2£>U)-g3. A comparison of the right-hand sides of (3) and (4) shows that e ^ a ~ 1, 2, 3 are the roots of the algebraic equation 4>t3 - g^t - g = 0, and the formulas for symmetric functions of the roots of algebraic equations lead to the following formulas (5) eT+e2 + e3=0, (6) 2 2 2 1 7 e? + e!+e3=jSS e,+e2+e3- g2 (7) 16(e2 - e3)2 (e3 - e ,)* (e , - e2f = g\ - 27g* = A. The last of these expressions is the discriminant of the cubic equation• The differential equation (4), together with the remark that $>(z) has a pole, and hence becomes infinite, at z = 0, establishes the relations 13*9(6) and (7), and the connection between Weierstrass' canonical form of elliptic integrals of the first kind, and Weierstrass' £?- function. From (4) we also have (8) tp"(z) = 6tp*(z)-y2g2, p",(z)^12p(z)p'(z) and, by induction, fp(2n-2\z) and p<2n+'>(2)/p'(2) are polynomials of degree n in %>(z)* The addition theorem of the #>-function may be written in several forms • (9) #>U + v)=-- — —- -^(u)-fp(v) 4 |_ p(u)- &>(v) J (10) 1 p(u) p'iu) l p(v) p'M = 0
13.13 ELLIPTIC FUNCTIONS AND INTEGRALS 333 1 d (11) fp{u + v)= fp(u) 1 d \ p 'U) - p '(v) 2 du L &(u)- fpM J 2 * L pU)-p(t;) J = p(v)--~ — <?2 (12) p(a + v) +p(a-v) = 2sp(a)--— {log [#> (a) - p(v)]\. du These addition theorems may be obtained in several ways. They may be proved by observing that the functions on the two sides of the equation are elliptic functions with the same periods, poles, and principal parts, and have the same value at some specified point. From the addition theorems many formulas for Weierstrass' function follow. We note (13) pU + G>a)=ea+-* f » 7 a =1,2, 3 a (14) gj(2z) = -2gj(z) + [ &" (z) T \_2g>'(z) J (15) p(M*)=pU)+[p(*)-e2]*[p(*)-e,]* + [pU)-e/[?U)-e,]i( + [pU)-e/[pU)-e/. In the first of these, a, jS, y is any permutation of 1, 2, 3* Equation (14) is the duplication formula* The square roots in (15) are to be taken in accordance with (22)« There are also corresponding formulas for Weierstrass' zeta and sigma functions. (16) C(u + v) = C(u)+CM+-P'U)~P'{v) 2 p(u)-p(v) (17) a(u + v) a(u - v) = - az(u) az (v)[p (u) - @(v)\ These formulas are sometimes called the addition theorems of the zeta and thesigma function, although they are not addition theorems as defined in 13*11 (2). Since £(u) and a(u) are not elliptic functions, they cannot possess addition theorems. The following formulas may be deduced from (16) and (17).
334 SPECIAL FUNCTIONS 13.13 1 ipXz) (18) £(*±*>aW(*)±!>a+-r^pr a- 1,2, 3 2 p(z)-ea (19) £(z + 2m co + 2n co') = £(z) + 2m 7} + 2nr\ ' m, n integers (20) o(z+ 2mco + 2nco') = (-l)m+n+mna(z) x exp[(z + mco + nco')(2m7i + 2nr}')] m, n integers. Equations (16) to (18) may be proved by expressing the elliptic functions, [p\u)- $>'(v)]/[$)(ii) - fp(v)] in terms of zeta functions, @(u) - p(v) in terms of sigma functions, and fp'(z)/[p(z) - ej in terms of zeta functions (see the following sections). It has been mentioned in sec. 13*12, in the lines following 13.12(24), that [p{z) - ca] may be defined as a single-valued function of z% This may be done by taking that square root which will make z = 0 a simple pole with residue unity for this function. Since the principal part near the origin of p'(z) is — 2z~3, this definition implies that (21) p'(z) = -2[fp{z)-e,]* [*>(*)-e2]* [p(*)-e,]*. To obtain an explicit formula for [#> (z-) - cj^, put a = z, 2; = toa, in (17) and use (20) and 13*12(21). , v <rU + g> )<t(z - co) >(*>)-e = * ^~ a2U)a2(fi) J er2U + &> ) exp[-27ya(z + g> )] = ^1 a(z) J a2U)a2(«a) Extracting the square root according to the definition made above, (22) [p(z)-eJA = aa{z)/a(z). In particular, putting z = co „, (23) {ep - eaYA = o^/cK*^). In relations involving square roots, such as (15), we shall always assume that the square roots are determined as in (22) and (23)* From (23) and 13*12(22) we have (24) ie -ea)*- « P expC-^o, ), p a ff(.&)a)a(&)/3) u p
13.14 ELLIPTIC FUNCTIONS AND INTEGRALS 335 and this equation in combination with Legendre's relation 13« 12 (10) shows that (25) (e 1 - e J* = i (e 3 - e })\ (e , - e ,)* = i (e 2 - e ,)* (e2-e3)* = i'(e3-e2)K. 13.14. The expression of elliptic functions and elliptic integrals in terms of Weierstrass' functions We shall now consider the problem of expressing any elliptic function in terms of standard functions, either as a rational combination of p and #?'(linear in %> ')> or as a linear combination of zeta functions and their derivatives, or else as a quotient of two products of sigma functions. Let f(z) be an elliptic function with periods 2co9 2<o% and let tf>(z), £(z), a(z) be Weierstrass' functions constructed with primitive periods2co9 2<o\ Expression in terms of p(z) and #?'(z). First, let f(z) be an even function of z% If f(z) has a zero or pole at z = 0, this zero or pole must be of even order, and hence f(z) [@(z)]s will be analytic and / 0 at z = 0, for some integer 5. The zeros and poles of the even function f(z)[p(z)]s are situated symmetrically to the origin* Let a]9 ... , ah9 -a}9 ... , -ah be an irreducible set of zeros, and /S 1, ... , jS^, -j8,f ... , -j8^ an irreducible set of poles, each zero and pole repeated according to its multiplicity. Then h f(z)[p{z)]s [[ —— -C- is an elliptic function without zeros or poles and hence a constant. An even elliptic function may be expressed as a rational function of g>(z). Let f(z) be any elliptic function f(z)^[f(z) + f{-z)]+fP'{z) f{Zl~i\Z) . Here f(z) + f(-z) and [f(z) - f(-z)]/p'(z) are even elliptic functions and hence rational functions of p(z). Thus, any elliptic function may be expressed in the form (i) f(z)=R,[fp(zy} + R2[p{z)]jp'(z) where R (w) and R (w) are rational functions of u>. From this, in conjunction with the differential equation and addition theorem of the #>-function it follows easily that any elliptic function has
336 SPECIAL FUNCTIONS 13.14 an algebraic differential equation and an algebraic addition theorem, and that any two elliptic functions with the same periods are algebraically connected (see sec. 13«11). Expression in terms of zeta functions. The function £(z) is not an elliptic function, but it is easy to see by means of 13„ 13 (19) that i cr<ru-yr) r= 1 is an elliptic function if and only if h S c-0. r= 1 Moreover, £'(z) = -#?(z) so that all derivatives of £(z) are elliptic functions. Let /S 1 , ... , /3 h bean irreducible set of distinct poles of f(z\ and let m s=\ r*S r be the principal part (the sum of the negative powers in the Laurent expansion) of f(z) for the neighborhood of z = (3 which is a pole of order m, • Consider m •u>-/<«>- I I ±^-br^{-^-0r\ Now, £*r ,£(*-j8r) is an elliptic function since 2 6 t , being the sum of residues at an irreducible set of poles, is zero (see sec. 13„11)» Also C Kz - j8 ) is an elliptic function for s = 2, 3 and hence 0(z) is an elliptic function. Since the principal part of £(z - /3 r) at z = /3^ is (2 -j3 )"!f it follows that $(z) has no poles at z = /8 1, ... , j3h, hence no poles at all, and thus is constant. Any elliptic function may be expressed as l m r- 1 s= 1
13.14 ELLIPTIC FUNCTIONS AND INTEGRALS 337 Such an expression is especially useful when integrating elliptic functions. From (2), 13.12(7), and 13.12(12), (3) Jf(u)du = bQu + c + ^ | bTtX log[aU-i8r)]-6ri2^U-i8r) m S = 3 S + S = 3 The expansion (2) may be used to establish 13.13(16) and (18). Expression in terms of sigma functions. Although a(z) itself is not an elliptic function, it is easy to see by means of 13.13 (20) that h is an elliptic function if and only if 2 (a - /3 ) = 0. Now let a., ..., a, ; r= i r r jS , ... , jS^ be an irreducible set of zeros and poles of f(z\ each repeated h according to its multiplicity. We know (sec. 13«11) that 2 (a — jS ) is r~ 1 r r a period, and replacing some of the zeros and poles by congruent ones, we may assume that 2 (a — /3 ) = 0. We then form *P(z) according to r- I r r (4), and see that f(z)/m{z) is an elliptic function without zeros and poles and hence a constant. Any elliptic function may be expressed as h T\ o(z- a) (5) n,)-\},^0y where ay , ... , ah is an irreducible set of zeros, and /3t , ... , fi h an irreducible set of poles, of f(z), each zero and pole repeated according to its multiplicity, and the sets are so chosen that h h (6) S a = 2 fl. r= I r= I The representation (5) may be used to prove 13.13(17). Elliptic integrals. Given an elliptic integral in Weierstrass' canonical form (7) 1= J'R (x, y) dx, y2 = 4x3 - g2x - g
338 SPECIAL FUNCTIONS 13.14 we may put (8) * = p(z;gt,g3), y= fp'(z;g2,g3) to reduce (7) to (9) I=jR[p(z), $>'(z)]p'(z)dz. The integrand is a rational function of $>(z) and $>'(z) and hence an elliptic function, say f(z)\ it has an expansion (2), and the integral itself may be evaluated in the form (3)* The substitution (8) represents points on the algebraic curve (10) y2 = 4*3-g2*-g3. The coordinates, x and y, appear as single-valued functions of a parameter 2, which is a uniformizing variable for (10) (see also sec. 13.2). Any elliptic integral (11) I=fR(x,y)dx (12) y2 = G(x) = aQx4 + 4a,*3 + 6o^2+ 4a3« + a4 may be reduced to Weierstrass' functions. We first reduce (12) to Weier- strass* canonical form as in sec. 13„5, and then proceed as above. To some extent the computations indicated in sec. 13«5 may be avoided by using the expressions 13„5(8) for the invariants with which to form Weierstrass* functions. See, for instance, Bianchi (1916, 371-374) where the computation of an elliptic integral of the first kind involving (12) is carried out. 13.15. Descriptive properties and 'degenerate cases of Weierstrass' functions In many applications the coefficients of G (x) are real. In this case 13.5(8) shows that also the invariants g2, g3 are real. We shall describe briefly the behavior of @(z) for real g2 and g3, distinguishing two cases according as the discriminant A = g\ - 27g* is positive or negative. First let A > 0. In this case there exists a pair of primitive periods 2(0, 2co' so that (0 is real and (o ' is imaginary. The point-lattice of all periods may be generated by a rectangular line lattice. The function p(z) is real on the lines of the lattice, Re z = 2m (o m integer t Ira2 = 2n6)' n integer and also on the half-way lines
13.15 ELLIPTIC FUNCTIONS AND INTEGRALS 339 Re z = (2m + 1) a m integer i Im z - (2n + 1) o ' n integer* We have the following symmetry relations in which z^ and zz are real* &(z}+iz2) = pfa i ~iz2) = p(-z t -iz2)= &(-z x + iz t\ the bars denoting conjugate complex quantities* In this case e , e , e are real, e t > e 2 > e 3, e, >0, e 3 < 0» As 2 describes the boundary of the rectangle 0, o, <o + &)', 6)' 0, the function ga(z) decreases from <*> to e 1 = fp (&)), to e 2 = #? (&) + o)'), to e 3 = p (0) '), to - 00* Now let A < 0. This case is very different from the first one. There is again a pair of periods, the first of which is real and the second imaginary, but they are not primitive periods. There exists, however, a pair of conjugate complex primitive periods giving a rhombic fundamental parallelogram* If 2&), 2&)'are a pair of conjugate complex primitive periods, the diagonals of the period parallelograms are the lines Rez^mU + w') m integer i \mz = n(co — &)') n integer and these are the only lines on which jp(z) is real. Only e2 is real in this case: e and e are conjugate complex. As z varies along diagonals of period parallelograms from 0 to cj + cj' to 2co (or 2co') %>(z) decreases from + 00 to e to — 00, Degenerate cases of Weierstrass' functions occur when one or both of the periods become infinite, or, what is the same, two or all three of e , e , e coincide. We list the following three cases, (i) Real period infinite* (1) e,=e2 = o, e3 = - 2a (2) g2 = 12a2, g3 = -8a3, v = ~, &'= (12a)-* ni (3) fpiz; 12a2,-8a3) = a + 3aisinh[(3a)* z]\~z (4) £U; 12a2, -8a3) = -au + (3a)* ctnh[(3a)*z] (5) a(z; 12a2,-8a3)=(3ar* sinh[(3a)* z] exp^az2). (ii) Imaginary period infinite. (6) et = 2a, <?2=e3 = -a (7) g =12a2, g=8a3, v = (12a)-% n, u'=ioo.
340 SPECIAL FUNCTIONS 13.15 (8) &(z; 12a2, 8a3)=-a + 3aism[(3aYA z]\~2 (9) £(z; I2a2,8a3) = az + (3a)% ctn[(3a)*z] (10) a(z; 12a2, 8a3) = (3a)^ sin [(3a)* z] exp(1/2az2). (iii) Both periods infinite. (11) e1 = e2 = e3 = 0, g2 = g3 = 0, a) = -Ja)'=oo (12) £>(*; 0, 0)=z"2, CSz\ 0, 0)=z~\ a(z;0, 0)=*. In all three cases A = 0. 13.16. Jacobian elliptic functions Jacobi's function (1) w = sn u = sn (iz, &) may be defined as in sec. 13*9 by the integral (2) u = fj [Q-*2)(l-*2*2)]-*rf* in which the square root has the value 1 at x = 0, Also sn (0, h) = 1. The integral may be evaluated in terms of Weierstrass' functions (see sec. 13,14). It turns out that (3) e , ': e 2 : e 3 = (2 - £ 2) : (2£ 2 - 1) : - (1 + £ 2), z « (e | - e f* u and (e -e )1/4 (4) anfot)- ) 3 . [#>(*)-e3]/2 For the other two basic functions of Jacobi's we have (5) en (u, k) =—— -rr- [p(*)-e,r (6) dn (u, A;) =7—-; hrr* In (4), (5), (6), (7) a-le,--)**, a2-'2"*3 e,-e,
13.16 ELLIPTIC FUNCTIONS AND INTEGRALS 341 and all square roots occurring here are uniquely defined by 13.13(22) and (23), Using these latter relations we may rewrite (4) to (6) as i/ cr(z) aAz) 1 3 a3(z) <j3(z) oAz) dn (u, k) = —. o3(z) The nine subsidiary functions 13*9(4) may similarly be expressed in terms of sigma functions. In what follows these nine functions will be omitted in general, since the formulas relating to them may easily be obtained from the formulas for the three basic functions (8). In sec. 13.9, the Jacobian functions have been established in a neighborhood of the origin by the inversion of an elliptic integral. Equation (8) shows that an analytic continuation of these functions leads to single- valued analytic functions with poles at the zeros of a 3(z)% Moreover, it is easy to see from (8) and 13a 12 (23) that the Jacobian functions are doubly-periodic. We put (9) u = {e%-e3)*z, K=(e1-e3)^ e>, *K'= (e, - e3)* e>'f call K the real quarter-period and K' the imaginary quarter-period, and verify that (9) is in accordance with the definition of K and K ' as complete elliptic integrals in 13,7(1) and (2). The primitive periods of sn, en, dn may now be found by means of 13,12(23). The zeros of a(z) are all simple and may be read off 13.12(11), those of aa(z) follow from 13,12(22). This gives the (simple) zeros and poles of Jacobi's functions. Lastly, 13.12(14) in conjunction with 13.13(23) enables us to determine the residues of the three functions (8)« The results are shown in Table 5» TABLE 5. PERIODS, ZEROS, POLES, AND RESIDUES OF JACOBI'S ELLIPTIC FUNCTIONS m and n are integers Function sn (u,/c) en (u, k) dn (u, A;) Primitive Periods 4K 2iK' 4K 2K+2»K' 2K 4»K' Zeros 2ttiK+ 2niK' (2/7i+ 1)K+ 2niVL' (2/7i+ 1)K+ (2ti+ 1)»K' Poles 2ttiK + (2»+ 1)»K' Residues k (- l)*+n ik \ (-1)B+I*
342 SPECIAL FUNCTIONS 13.16 v = iK v=K + i'K' v = 0 v = K If 0 < k2 < 1, then K and K 'are real, and taking also eareal, we see from (3) that we may take e > e > e , when co becomes real and co' imaginary. This is the case A > 0 of sec. 13« 15* For any kz {£ 0, 1) we take the parallelogram which is one eighth of the fundamental parallelogram for sn or dn and denote its vertices by the letters S, C, D, N as in the figure. With this notation, the first letter in the symbol of the twelve Jacobian functions shows the position of a zero, and the second, the position of a pole. Zeros and poles are repeated at half-periods. From Table 5 it is easy to verify that any cell contains two simple poles (with zero residue-sum) and two simple zeros of any Jacobian elliptic function. Thus Jacobi's functions sn u, en u9 dn u are elliptic functions of order 2. Given the modulus, k9 the quarter-periods K, K ' are determined by 13.7(1) and (2), uniquely if the i-plane is cut from -«* to -1 and from 1 to °°, Thereupon the data given in Table 5 determine Jacobi's functions uniquely. We have expressed these in tenns of sigma functions, but an independent construction in the manner of the construction of sec, 13,12 is possible. See Neville (1944) where the construction of all twelve Jacobian functions is carried out in a symmetric manner, (The reader should note, however, that Neville's notation differs somewhat from the customary notation adopted in this book,) Legendre's complete elliptic integrals of the second kind are also expressible in terms of values of Weierstrass' functions e . co + 7) (10) E=-2 ^ (e^ezY E'= £—2 (e,-e3)> The modulus, k, and the complementary modulus, k', are determined uniquely as an *=■ (e ",>* h'- <«.-«>* K^' ""<«,-«,>*' Given any modulus, k, equation (3) determines the *?a(up to an irrelevant factor), and hence the invariants according to 13.13(5). The Weierstrass functions constructed with these invariants then fully define the Jacobian functions, their periods, the complete elliptic integrals.
13.17 ELLIPTIC FUNCTIONS AND INTEGRALS 343 Conversely, the Weierstrass functions formed with any invariants determine Jacobian functions whose modulus is given by (11), In sec. 13„7 it has been pointed out that the (incomplete) elliptic integral of the second kind is a single-valued function of u% This defines Jacobi's function E (u)% Putting cf> = ara(w, k)9 sin<£ = sn(it, k\ and sin£ = sn (x9 k) in 13.6(2) we find (12) £U) = JQ"dn2(x, k)dx. Jacobi's function E {u) is not periodic since (13) £(u + 2K) = £U)+2E, E{u + 2iK') = E(u)+2i(K'-E'). Sometimes it is convenient to use the function E (14) Z(u) = E(u) u K which is singly-periodic, since (15) ZU + 2K)=Z(u), Z{u + 2iK')=Z{u)-in/K. Although the functions E (iz), Z (u) are not elliptic functions, they have many properties similar to those of elliptic functions. See, for instance, Whittaker and Watson (1927, p. 517-520). 13.17, Further properties of Jacobian elliptic functions We shall often use the abbreviations (1) 5 = sn (iz, k), c = en (iz, k), d = dn (u9 A;). The following basic formulas are consequences of the definitions of Jacobian functions and of the properties of Weierstrass' p -function. Differentiation with respect to u will be indicated by a prime. Thus, (s)'=ds/du {s)" = d2s/du2, etc. (2) s2 + c2 = l, k2s2 + d2 = l, d2-k2c2 = k'2 (3) {s)'=cd, (c)'=-sd, (d)'=-k2sc (4) {*)" =-s(d2 + k2c2), (c)"=-cU2-t2s2), {d)'f =-kzd(c2-s2) (5) {s)'2 = a-s2)(l-k2s2) (6) (c)'2 = (l-c2)a2c2+A'2)
344 SPECIAL FUNCTIONS 13.17 (7) y)'* = (l-i2)«2-A'2) (8) sn (-u) = - sn iz, cn(-iz) = cniz, dn(~iz)=dniz (9) sn (2K - u) = sniz, en (2K - u) = -en u, dn (2K - u) = dniz (10) sn(2iK'- u) = -sn«, en (2iK '- iz) = -enu, dn(2iK'- u) = -dnw. The power series expansions u3 u5 (11) sn(it, ft) = u-{l + k2)— + Q + 14ft2 + ft4) 3! 5! cn(it, ft)- 1-— + (l + 4ft2)- (l + 44ft2 + 16ft4)— + ... 2! 4! 6! u2 u4 u« dn(u, ft)=l-ft2 — + ft2(4 + ft2)-^-ft2Q6 + 44ft2 + ft4)— +... 2! 4! 6! have a radius of convergence (12) min(|K'|, |2K + iK'|, |2K-£K'|). The addition theorems may be obtained from the addition theorems of the #>-function in combination with the transformation (see Table 11, sec. 13,22) (13) sn (iu9 ft) = / sc (u, ft 0* en (iu, ft) = nc (u, ft ') dn (iu, ft) = dc (iz, ft '). In the addition theorems we shall use the abbreviations (14) s, = snU, , ft), s2 = sn(u2,ft), s£ = sn(i*2, ft') with similar abbreviations for en, dn. We then have (15) sn(ttf + u v k) = (s xc 2d 2 + c xd ys 2)/ {I - k1 s2 s\) cn(u dn(iz (16) snU cn(u dn(iz + u2,k) = (cicz-s]d,s2d2)/a-kzs*sl) + u2,A) = W yd2-kzs ,c ,s 2c 2)/{\-kzs\s\) + iu2, A)- (s,i2'+ JClrf,s2'c2')/(c2'2 + A2s2 s2'2) + »b2, A) = (c,c2'- «,rf, s2'rf2')/(c2'2 + A2s2 s2'2) + iu2, A) = «, c2'd2' - iA2s , c, s 2')/(c2'2+ A2s\ s 2'2)
13.17 ELLIPTIC FUNCTIONS AND INTEGRALS 345 (17) sn(2a, A) = 2scd/(l - k2s 4) en(2a, k)={c2-s2d2)/(l-k2s*) dn(2u, A) = U2-A2s2c2)/(l-A2s4) (18) sn$u, ft)=(l-c)x(l + rf)-* cnW«, ft)=« + c)X (l + rf)"x dn^u, A) = (rf + A2c + A '*)* (1 + «*)"*. In (17) and (18) we reverted to the notation (1)8 Equations (16) show that the values of Jacobi's elliptic functions for any complex u may be computed if the values of these functions, and also of the functions with the complementary modulus, are known on the real axis. We also note the following Fourier expansions 277 v qn~l/2 , , ™ (19) snu = ) — _- sin(2n-l) AK M4< l-q2"-' 2K <7 zn u = ) —- cos(2n - 1) AK a^1l + 72n"1 2K 2n fl Y qn nil 1 in u = — +7 —- cos n K |_4 £, 1+92" K J in which (20) <7 = ei77T=exp(-77K7K). The expansions (19) are valid in the strip of the complex plane bounded by the lines ±i'K'+ AK, -<*> < A < «>. The values of sn, en, dn at the points mK + niK'(m9 n integers) may be found by means of 13 „ 12 (24): from these the values at the points (21) VimK + y2niK' m, n integers may be found by means of (18)* The results for 0 <m9 n < 3 are shown in Table 6. The points chosen in Table 6 range in each case over one-half of a cell. The values at the points (21) in the other half of the cell may be found by means of Table 7, at other points (21) by the periodic properties of sn, en, dn. All square roots in this table are to be taken as positive when 0 < A < 1, and are defined by analytic continuation otherwise.
TABLE 6. SPECIAL VALUES OF JACOBIAN ELLIPTIC FUNCTIONS sn(i/2/nK+ %nilO CO ~2 niK x. 0 1 If' "2 fcK iK' fiK' 0 0 »-K oo -i&"X ]k (i + *T* (2*)"^ [(l + A^ + id-A)*] U-fcT54 (2*fXt(l+ *)*-* (!-*)*] K 1 *"* fc-' *-* fK <1 + *V* (2ArH[(n-A)H-i(i-/b)^] (i - *TX (2A)"^ [(H-A)^ + i(l-/b)^] PI n P n n H 5
TABLE 6 continued en 2 niK \. 0 1 V *K' T *K' 0 1 AT* (1 + *)5* oo -k~* (1 + *)* i" k'*a + k'r* k'% (2kr% u-o -**'* u-*T* -A;'1'* (2*)""* (1+0 K 0 -AT* (l-*)5* — ifc~ A;" -ik~Yz (l-k)/2 fK -i'K(l+t')",i -*'* (2k)~% (1+i) -i4'^(i-n-M *'x(2*rx(i-«) M r r H n a n H 5 en > 22 a o en CO
TABLE 6 continued dnforoK + fcniK') CO 00 "2 ni It ^x^ 0 "2 l'K iK' 3 .wr / 0 j 1 (l + kf oo -(1 + A)X JK *'* (K*')X[(1+ *')"-id-*')54] -*'* -C/,tf lU+if+ i(l-4f] K k' a-k)'A 0 -a-*)x fK A'* «ft')X[(l+ *')*+id-*')*] ,V* -«*')" [(l + *')x-i(l-Ox] to W n > r G n o (7)
13.18 ELLIPTIC FUNCTIONS AND INTEGRALS 349 From the addition theorems and Table 6, we may obtain the values of Jacobi's functions at the point %/n K + l/2ni K '+ uin terms of their values at u. Table 7 shows the results for the points mK + niK ± u. The table covers more than a cell in order to exhibit the symmetry around the points S, C, Z), N of Jacobi's functions. In the table the abbreviations (1) have been used and when double signs appear, the upper signs refer to mK + ni K '+ u9 the lower to m K + ni K '— u • Jacobian elliptic functions may be used for the computation of Weier- strass* functions when e^, e2, e are given. The modulus of the Jacobian functions, and the variable of the Jacobian functions are given by 13,16 (7). The periods of Weierstrass' functions follow from 13.16(9), the quantities 77 and 77'from 13.16(10). Weierstrass* basic function is (22) p(z) = e3 + e\e* . sn (a, k) The three eamay always be numbered in such a fashion that \k\ < L 13.18. Descriptive properties and degenerate cases of Jacobi's elliptic functions In many applications we have 0 < k < 1. In this case also 0 < k '< 1, and 13.8(1) shows that K and K'are real. The point-lattice mK + niK' may then be generated by a rectangular line-lattice (although the latter need not correspond to primitive periods). We shall indicate the behavior of sn u, en u, dn u in this case by diagrams (see below). The notations outside the figure indicate the position of the lattice-points wK + niK', the notations inside the figure give the value of the function in question at the lattice points. Along fully drawn lines the function is real and between any two consecutive lattice-points it is monotonic. Along the broken lines the function is imaginary and between any two consecutive lattice-points it is monotonic. Along lines joining a zero and a pole of a function the sign of the imaginary part is not at once obvious from the figure and will be indicated by a — or + symbol. From these diagrams we see that all three functions are real and periodic on the lines Im u = 2nK\ The functions sn and en have periods 4K and oscillate between 1 and -1, the function dn has period 2K and oscillates between 1 and k' on lines corresponding to even n, and between - 1 and — & 'on lines corresponding to an odd value of n.
350 SPECIAL FUNCTIONS 13.18 TABLE 7. CHANGE OF THE VARIABLE BY QUARTER-AND HALF-PERIODS. SYMMETRY. sn(mK + 7ii'K ±ix) -iK' 0 iK' 2iK' -K -d/(kc) -c/d -d/(kc) -c/d 0 ±l/Ucs) ±s ± l/(ks) ±s K d/Ucc) c/d d/(kc) c/d 2K + 1/fts) + s + l/(ks) + s 3K -d/(kc) -c/d -d/{kc) -c/d cn(mK + niK ± u) ^\mK -iK' 0 iK' 2iK' -K -ik'/(kc) ±k's/d ik'/kc + k's/d 0 ±id/ihs) c + id/(ks) — c K ik'/(kc) Tk's/d -ik'/Qcc) tk's/d 2K Tid/Qcs) — c ±id/(ks) c 3K -ik'/(kc) ±k's/d ik'/(kc) Tk's/d dn(mK + niK'±u) -iK' 0 iK' 2iK' 3*K' -K + ik s/c k'/d ±ik's/c -k'/d + ik s/c 0 ±ic/s d + ic/s -d ± ic/s K + t A; 's /c k'/d ±ik's/c -k'/d + ik's/c 2K ±ic/s d + tc/s -J ± ic/s
13.18 ELLIPTIC FUNCTIONS AND INTEGRALS 351 K'jo 1- Kl°° + 0 i_0 1 l/k 1 0 "^ + Oa — 0 ^1 -l/k -I o1 -1 oo | + 1 OJ K 2K 3K 4K sn u for 0 < Re u < 4K, 0 < Im u < 2K' 2iK'| K hi -ik'/k K ■+■ 1-1 2K ~r ifc'A 3K -1 4K en u for 0 < Re u < 4K, 0 < Im u < 2K'
352 SPECIAL FUNCTIONS 13.18 4iK' 3iK' 2iKd iK' 1 + —1 oo 1 k' 1 0 oo -A' -1 0 °° + k' 1 0 K 2K dnu for 0 < Re u< 2K, 0<lmu < 4K' These diagrams may also be used to determine the signs of the real and imaginary parts of Jacobi's functions in any of the rectangles. Take, for instance, the rectangle whose vertices are K, 2K, 2K + iK ', K + i K \ From the diagrams we have on the boundary of this rectangle Re sn u > 0, Im snu< 0; Re cnu < 0, Im en u < 0; Re dn u > 0, Im dn u > 0; and by the tlieory of conformal mappings these inequalities hold also in the interior.
13.18 ELLIPTIC FUNCTIONS AND INTEGRALS / (u) = 0 or oo X /(u)^0,« SYMMETRIES OF JACOBIAN ELLIPTIC FUNCTIONS The symmetries of Jacobi's functions may also be read off the diagrams. Let u and uz lie symmetrically with respect to a zero or pole of one of Jacobi's functions, f(u\ say, let u 1 and u3 be symmetric with respect to a lattice point which is neither a zero nor a pole, u and u4 symmetric with respect to a line on which f(u) is real, and u^ and u5 symmetric with respect to a line on which f[u) is imaginary* Then f(uf) = -f(u2) = f(u3) = f(uA) = -f(u5). We also note that (1) |snit| = AT* lmu = (n + y2)K' (2) |dntt|-A'* Rett-(n + Ji)K. A rotation by a right angle carries the diagram of sn u essentially into the diagram of dn u; a rotation by a right angle does not change the diagram of en u essentially* A more complete description of the Jacobian elliptic functions for 0 <k < 1 is contained in the relief diagrams given in Jahnke-Emde (1938, p. 92, 93).
354 SPECIAL FUNCTIONS 13.18 The Jacobian elliptic functions degenerate if one or both of the periods become infinite, that is, if &2 is 0, 1, or indefinite (the last case being trivial). As in the case of Weierstrass' functions (see. 13q15)> we list three cases. (i) Real period infinite* (3) 4=1, £'=0, K=~, K'=%77 (4) sn (u, 1) = tanh u, en (u, 1) = dn (u, 1) = sech u. (ii) Imaginary period infinite. (5) 4 = 0, £'=1, K=y2n, K'=*c (6) sn(iz, 0) = sin w, cn(u, 0) = cosu, dn (u, 0) = 1« (iii) Both periods infinite. (7) K = K '= oo, sn u = 0, en u = dn u = 1. 13.19. Theta functions Although functions closely related to theta functions were encountered by Euler, Jakob Bernoulli, and Fourier, their systematic study and their exploitation for the theory of elliptic functions is due to Jacobi. Jacobi's theta functions correspond to the sigma functions of Weie^st^ass, theory. Like the sigma functions, theta functions are entire functions and hence certainly not doubly-periodic, yet such that they show a simple behavior under a translation by a period. Theta functions are more highly standardized than sigma functions. They are simply periodic, can be represented by series whose convergence is extraordinarily rapid, and they are the best means for the numerical computation of elliptic functions. For Weierstrass' functions we had the -variable 2, the half-periods a), co ', we put 7=co '/co, and assumed Im r> 0, Jacobi's functions were represented in terms of u, and the quarter-periods K, K', where (1) tt-(ef-e3)*zf K = (c, - e 3)* co, iK'*(et - e 3YA eo'. Theta functions will be expressed in terms of the variable z u (2) t/« = , 2co 2K the parameter being either g>' K' (3) r=—=i Imr>0 co K or
. 13.19 ELLIPTIC FUNCTIONS AND INTEGRALS 355 (4) q = eirrr = eimu'/a=exp(-irK7K) |?|<1. The half-periods are l,r. Making use of 13.10(8), we may always achieve (5) \q\ < exV{-V2n • 3*), hut such a choice of the primitive periods will not he assumed in what follows. The definition of the four theta functions is (6) 0 {v)=d]{v,q)=di{v\r)=2qX 1 (-l)n?n(n + ,)sin[(2ra+l)ffV] n= 0 (7) 62{v)=d (t>, ?)=02(t>|r)=2?* 1 qn(n + i)COs[{2n+l)7Tv] n= 0 (8) OAv)=0 Av,q)=d3(v\r)=l + 2. I qn* cos (2nnv) n= 0 (9) d(v)-d(v,q)=d4(v\r)-l + 2 1 (-l)"?"2 cosiZnnu). n= 0 The last of these functions is sometimes denoted by 6Av) or 6(v) simply. These series converge for all (complex) v and all q satisfying (4)* On account of the factor qnZ we have excellent convergence. The four series may be rewritten in the form (10) 0 (v)-i 1 (_l)nq(n-V2)2 ei<n(2n-\)v n = — oo (11) 0Av)= I ?0»-*>2e *"«*»-'>. n = —oo (12) 6(v)= 1 qn\ 2 (13) d (v)= 1 (-1)"?" ei7r2n", n=—oo when they appear as Laurent expansions in the variable exp(inv), and are convergent for all finite non-zero values of this variable. All four theta functions are entire functions of v% All four are periodic, the period of 6 and #2 being 2, and that of d3 and #4 being 1. Their behavior under the addition of half- and quarter-periods may be seen from Table 8 in which the abbreviations
TABLE 8. CHANGE OF VARIABLE BY QUARTER- AND HALF-PERIODS. SYMMETRY. e(v) 0,(v) e2{v) <?,w eAM e(-v) -*,(*) e2(v) e3M eAM 0(v + 1) -6t{v) -e2M *,<«> 0AM eiv + t) -AMd^iv) A(v) (92(v) A(v) 63{v) -a (v) eiv) 4 eiv + i + r) A{v)Ot(v) -A(v)ez{v) am e3(v) -a M eA(v) eiv + k) e2M -0,(t») eAM e3M e(v + Vi r) iB(v) eA{v) b{v) e3{v) bM ez{v) IBM et(v) ei.v + vi + viT) bM e3M -tBiv) eA(v) iBM et(v) b{v) ez(v)
13.19 ELLIPTIC FUNCTIONS AND INTEGRALS 357 (14) A{v) = e-i7T{2v+r\ B{v)=e"i7T{v^r) have been used. Table 8 also shows the parity of the four theta functions. Table 8 shows that all four theta functions may be generated by any one of them by the addition of quarter-periods. From the table, 0f has a zero at v = 0, and hence zeros at m + nr, where m9n are integers. It can be proved (by integrating 6'j/f6\ over the boundary of a parallelogram with vertices ± % ± % t) that these are the only zeros of #:; and Table 8 then may be used to determine the zeros of the other three theta functions. In Table 9, m and n are integers. TABLE 9. ZEROS OF THETA FUNCTIONS \e(v) zeros etiv) m+ nr 6z(v) m + l/2 + nr 63{v) m-ir1A + (n + lA)T <9>) m+ (n+ %)r From the knowledge of the zeros it is possible to obtain infinite products representing the theta functions, and from these products the partial fraction expansions of log 6(v) and d'(v)/d(v) follow. From (17) we also have (19). In the products we use the notation (15) ?0= 5 (l-qZn) n= 1 and have (16) 0y{v)= 2qQq% sin nv H (1 - 2qZn cos 2 nv + qAn) 6 (v)=2q q% cosnv fl (1 + 2q2n cos 2*v + q*") 03(v) = qo n (l+2g2n-' cos2ttv + q*"-2) n= 1 6n(v) = q0 S (l-2g2n-1 cos 2nv + qAn~2). 1= 1
358 SPECIAL FUNCTIONS 13.1 (17) f ep) "I v ?2" °2 2m • 2 " " sin mnv q " m 2* „:-2, <7 771 Sin /7177V gmo) = 1°s<c°s^+4 £ (_1) it L. 2 J m= " lojAlll _4 y ?" si"2w™ Lm»J ~ .4, w - (18) 6'Av) v.w) y 9™ = nctnnv + 4n- / ;— sin2m7rt; 0» —- = -77 tan77V + 477 ) (-l)m — sin 2m nv (W) £, i-92» e» ,(v) Lt 1-. sin 2/n 77v = 4; ,2m Sin 277177 V (19) — log + 2 (9, (v + u;) 1 sin77(v + w) = Tlo& ~—? ^~ 2 Lsln ^^ ~ ^' J 00 2-- .2m ,2m sin277i77V sin 2mnw9 1 r^2(v+w;)n 1 | cos77(v + w) T °g[eyv-u;)J =~10gLcos77(v-M;)J +2 f hil^: m= 1 771 1 — q2 s\n2mnv sm2mnw.
13.19 ELLIPTIC FUNCTIONS AND INTEGRALS 359 (-1)" ?" (19)Tloghn—t\ = 2 * 2 L0(v-w)J ■ sin 2m 77V sin 2m Trie, ,= 1 m l-q2' 1 \ dAv + w)~\ V 1 q' —loe = 2 /, ;— sin 2m 77i> sin 2m rnv, 2 8|_ «>-.«) J ~, m 1-92" Equations (16) are valid in the entire r-plane* Of equations (17) and (18) those relating to 6y and $2 are valid in the strip |Im v\ < Im r, those relating to #3 and $A in the strip |Im v\ < %Im u Of equations (19), the first two are valid when |lm v\ + |Im w\ < Im % the last two are valid when |lm v\ + |Im w\ < /2lm r« From (18) we have 0'(v Tin+nr) 61v) (20) —— -= - 2n77i a = 1, 2, 3, 4; w, n integers. 0a(i; + 77i + n r) 0a(i;) Between the squares of theta functions of the same variable there are the following relations (2i) e]{v) **«))= b\{v) e\{Q)-e\{v)e\®) e]M e*(o) = e\(v) e\(.o)- e\M ^(o) e'M 042(o) = 02d>) 6>2(o)- e\(v) e\io) Each of these relations may be proved by remarking that the ratio of its two sides is a doubly periodic function (with periods 1 and r) without zeros or poles and hence a constant, and evaluating this constant by using special values of v (half-periods)* Equations (21) are special cases of the so-called addition formulas of the theta functions which express 0a{v + w)da(v-w)dl(0) in terms of squares of theta functions of v and w (see Whittaker and Watson, 1927, p. 487). The "theta functions of zero argument" 0'x(0), d2{0), 0,(0), 04(O) are of especial importance (see see* 13*20). They satisfy several identities among which the most important are (22) 0,'(O)=7702(O)03(O)04(O)
360 SPECIAL FUNCTIONS 13.19 (23) 0*(O)+0<(O)=0<(O). For graphs illustrating the behavior of the theta functions of argument zero, and for a description and graph of the behavior of 6 (i;|0,l) for real v see Tricomi's book (1937, p. 137- 140). Theta functions arise, independently of the theory of elliptic functions, in the theory of heat conduction and similar boundary value problems. As is seen from (10)-(13), the functions 0jMx\int\ a = 1, 2, 3, 4, satisfies the partial differential equation dx2 dt In this connection it is worth noting that theta functions have remarkably simple Laplace transforms. There are also non-linear differential equations of the first order (the variable is v) satisfied by quotients of theta functions. These can be derived very easily from the connection between elliptic functions and theta quotients (see sec, 13„20)« Hermite has studied the function (25) © Av\t)= 2 exp[i77r(rc + Viy)2 + 2i7rv(n + %/x)+ innv] V-tV n = — oo (see Hurwitz and Courant, 1925, p« 198-201), Jacobi's four theta functions are particular cases of Hermite's function, 13.20. The expression of elliptic functions and elliptic integrals in terms of theta functions. The problem of inversion Theta functions are very closely related to Weierstrass* sigma functions: hence the expression of Weierstrass' functions in terms of theta functions, Jacobi's functions have already been expressed in terms of Weierstrass' functions and may now be expressed in terms of theta functions. Lastly, theta functions may also be used to writedown expressions for complete and incomplete elliptic integrals of the third kind. We shall use the variable z for Weierstrass' functions, u for Jacobian elliptic functions and v for theta functions. These are connected by 13,19(2% The connection between the various notations of periods and other quantities is given by equations 13,19(1) to (4)* Weierstrass' functions (1) a(2)=26)exp^— J -^
13.20 ELUPTIC FUNCTIONS AND INTEGRALS 361 \2co J 0a+,(O) (2) aaU) = exp[^- J-^ii^l a=l,2,3 7/1 d'Av) (3) £(*) = -*+ — (4) FU)-ea+^- f-fe -^-1 a =1,2, 3 ^2 L^+,(°) *,<»> J (5) ,u i «.(«)«>>«»«;'«» ' fe3 6AO)6A0)6A0)6*{v) (6) 12a>2et=,72[<?<(O)+0*(O)] 12a>2e = *2[<?*(0)-<?*(0)] Z Z 4 12 6>fe3--ira[0*(O)+0j(O)] (7) (e2-e/=»(e3-e^=-!.^(0) (8) g2=lul-J[^(0) + ^3(0)+^(0)] .Q'WJ(0)+^ " " ' "■ • "(O)][0j(O)+0;«»][02«»-0««»] 27 .3 (9) A* =-IT 9\\0) =^_ [0,(0) 0(0) 04(O)]2 4&>3 ' 4.6J3 2 3 4 i g,-(0) , „i r *r«» (10) >/ = -- fl/.„. > T) = -- ' 12(u 0,'(O) ' 2a> 12a, 6A0)
362 SPECIAL FUNCTIONS 13.20 Equation (1) may be proved by remarking that the quotient of the functions on its two sides is a doubly-periodic function without poles or zeros, and approaches 1 as v and z tend to 0. Equation (2) follows by 13,12 (22) and Table 8 of sec. 13,19. Equation (3) follows by logarithmic differentiation of (1), (4) from (2) and 13,13(22), (5) by (4) and 13,13(21), (6) and (7) from 13,13(23), (8) from 12,13(5) and (6), (9) from 13,13(7), (10) from (1) and (3)* All of Weierstrass' functions are formed with periods 2o>, 2<a', and variable z. The variables v and q in the theta functions are given by 13,19(2) and (4). Jacobian elliptic functions. The following relations are obtained from the formulas of sec, 13,16 by means of equations (1) to (10)« (ID k* = e2{o)/e3(o\ k'* = 04(o)/03(o) (12) K* = (%n)*e3{0\ K'*«(-KrO*03(O) 0A0)0Av) OMOAv) (13) sn«=-2 ! , cn«= 4 2 e2(o)e4(v) e2(o)dA(v) dn u =—=—-—2—r , Z\u) = E\u) u = , x . d3(0)dA(v) K 2K 6A{v) Given r, equation (11) determines the modulus of the Jacobian elliptic functions, (12) the quarter-periods, and (13) the functions themselves. In applications of elliptic functions, usually k is given and the question arises whether there always exists a q such that |^| < 1 and This is known as the problem of inversion % In many practical applications 0<&2<l.ln this case consider *<4(o,?) n i-q K®'^ „=, 1 + i n— 11 i + 2n-t 2n + l by 13, 19 (16)* As q increases from 0 through real values to 1, the infinite product decreases monotonically from 1 to 0 and hence (14) has exactly one solution q for which 0 < q < 1. For other values of A;2 the discussion
13.20 ELLIPTIC FUNCTIONS AND INTEGRALS 363 is much more difficult (see for instance Whittaker and Watson, 1927, p% 480-483) and involves complex values of q. The proof of a unique system of Jacobian elliptic functions for any given ft2 A 0, 1 may be based on the theory of elliptic modular functions. Elliptic integrals. The basic elliptic integrals in Legendre's normal form, 13»6(l)-(3)» may be computed by means of theta functions. We form Jacobian elliptic functions with modulus ft, determine the quarter-periods K and K ', and put FU, ft) (15) v=— , <7 = exp(-7rK',/K) A K. for the parameter and variable of the theta functions. We then have from (13) 1 0\v) (16) E(<f>,k) = £_ + 2Et;. 2K 6A(v) The computation of elliptic integrals of the third kind is more difficult. We shall give the results for real cf>, v, and 0 < ft < 1, shall express v in terms of an auxiliary real parameter y, different expressions being valid in the intervals (-<*>,-!), (-1, -ft2), (-ft2, 0), (0, oo), use (15), and put We then have (see Tricomi, 1937, p« 153-158) cn(y, ft)dn(y, ft) V 1 1 sn(y, ft) I sn2(y, ft) J p,(» + ff) 1 - log —L. Z- L7~v 0<y<K, v >/3 2 *\j (v-$) J 0(0) y ». i i p 1 \dA$ + v)\ 6'A(0) = — log—'■ - 4 v 0<y<K, \v\<B . sn (y, ft ') en (y, ft ') (19> * I , , 7 II [<£,-dn2(y, *'),*] dnly, A ) i , [d2(v + ip)~\ e:w log — - i —* v 2* L^^-^'^J 9«t*/3) 0 <y<K'
364 SPECIAL FUNCTIONS 13.20 cn(y, k)dn(y, h) _ (20) , ,N 7' n [<£, -k2 sn2(y, A), A] sn(y, A;) 1 fe4(t; + j3)"] (9'(jS) = Los: —- + —! v 2 *Le>-ie)J e.dg) dn(y, A') „ T (21) —TTT-r-PT n **' siUy, k ) ca(y, k ) |_ 0 <y <K (y,*') (y, k') 0 i r0> + *j8)1 e;up) = log —2— +r— 2; 2i *L0>-*'0)J ^ttjS) 0 < y < K '. In all these formulas logarithms have their principal values. In (18) and (20) these are real, in (19) and (21), —n < Im log[--«] < 77. The right-hand sides of (19) and (21) are real. From 13.19(18) and (19) we have e;ap) " -Zn (22) i dt(ifi) = 77 Ctnh 77)8 — 477 7 ■ ^. 1- sinh 2n nfi (23) f 3, = 4w > (-DV , sinh2n^/3 (24) — log 2 s + 2 6>2(t> +i/3) L02(»-*/3) = — tan ' (tanh tt/3 • tamrt;) 2 (-1)" l-?2" 1 , r 6*.(v + J/S)"| V 1 qn sin 2n nv • sinh 2nnj3 — sin 2 n 77V • sinh 2 7177)6. The convergence of the infinite series in (23) and (25) is not always as rapid as one would wish. When q is not small, the expansions (26) dA{v± i)8)= 1 + 2 f (~l)n q71* cos (2nnv) cosh(2nn@) ±i 2 (-l)""1 qn sin(27177*;) sinh(2n77j3) n= 1
13.21 ELLIPTIC FUNCTIONS AND INTEGRALS 365 (27) 0.U/8)=l + 2 1 qn* coshVnnP) (28) id'(ip)=4n 1 nqn2 sinh(2nnp) may be used for the computation of the right-hand sides of (19) and (21). These expansions, and some others which are useful in these computations, follow from 13,19(6) to (9). Complete elliptic integrals of the first kind have already been expressed in terms of theta functions, see (12). For complete elliptic integrals of the second kind, we have from (6), (7), (10), and 13.16(10), (29) E 1 —i K ! . 3#43(o) 12k e;(0) Complete elliptic integrals of the third kind have already been reduced, in 13„8(21)-(24), to elliptic integrals of the first and second kinds and hence may be computed by means of theta functions. Finally we mention that in applying theta functions to the computation of Jacobian elliptic functions or of elliptic integrals with a given modulus k, 0 < h < 1, the parameter q of the theta functions may be computed from (30) q = e + 2€* + 15€9 + 150€13 + ... 2€ = (1 - k '*)/(l + A '*). 13.21. The transformation theory of elliptic functions The transformation theory of elliptic functions deals with the relations between elliptic functions belonging to different pairs of primitive periods. Since any elliptic functions of periods 2a>, 2a>' may be expressed algebraically in terms of fp(z\co, co 0, it is sufficient to discuss relations between #?-functions. We shall always assume (1) Imico 7co) > 0, fin(<5>7&) > 0, and will summarize briefly the results of the general transformation theory, referring for proofs and fuller details to the books listed at the end of this chapter. We shall say that two functions f(z) and g(z) are algebraically connected if there is a polynomial in two variables, P (x, y), such that P [f(z\ g(z)] = 0 identically in z. A necessary and sufficient condition for %>(u\a), co') and fp(u\co9 co') to be algebraically connected is the existence of integers a, jS, y, 8, p such that
366 SPECIAL FUNCTIONS 13.21 (2) pco = aco + /3eo ', po> '= yeo + 8co % D = ad- (3y> 0> Given (2), clearly both $>(u\co9 co') and p(u\cb, cb') are even elliptic functions of periods pa>, pco'9 and hence they are rational functions of $>(u\pco, pco')* Thus, it is sufficient to envisage substitutions (2) with p = 1, and these we shall write in matrix notation as ■Cl-CXl- Then the relation between 8 >0. (4) x = $>(z\co9 co'), y = p{z\co9 co') is of the form (5) P(x, y)=0 where P is a polynomial in x and y, linear in x, and of degree D in y% (The degree in y is elucidated by counting poles.) We call D the degree or order of the transformation (6) r = [;:]■ and shall multiply transformations as matrices, ~aa + /3c a6 + /Sc?H [a #T T° 6~| Taa + y 8J Lc d] Lya+ Sc yb + 3d J The transformations (3) may also be envisaged as Moebius transformations of the upper half of the complex plane onto itself, (7) y + St a + fir All transformations of the first order form a group (the modular group). A necessary and sufficient condition for $p(u\co, co') = p(u\co9 co') is that co9 co' and co9 co' be connected by a transformation of the first order (unimodular transformation). The modular group is generated by the transformations "1 0'f (8) A Ll c, :>
13.22 ELLIPTIC FUNCTIONS AND INTEGRALS 367 that is, any unimodular transformation is a product of powers of A and B. Thus, the study of transformations of the first order may be limited to the study of A and B. Similarly, the study of transformations of the second order may be limited to Landen*s transformation m L-[o i]> since any transformation of the second order, S, may be decomposed as S = HLK9 where H and K are unimodular transformations. 13.22. Transformations of the first order A transformation of the first order leaves the point-lattice 12, of all periods (sec. 13«10) unchanged. Since Weierstrass* functions o(z), £(z), $>(z\ and the invariants g2 , g3 , A = g*~ 27 g* depend only on Q, they do not change. The eamay undergo a permutation. From 13„12(19) and 13% 13(19) 77 = £(g3|g3, co ') = £(d> \co9 a>') = £(aa> + jS co*\co9 co') = arj + f3rj' ri'=yri + 8r)' so that 77, 77' undergo the same transformation as co9 co\ The functions <7a(z) may undergo a permutation. A straightforward computation shows that A of equation 13*21(8) interchanges the indices 2 and 3, and B the indices 1 and 3, in e, , e2, e 3 and o x (z), o 2(z) <r3(z). The behavior of Jacobian elliptic functions under unimodular transformations is more involved. If a and 8 are odd integers, and /3 and y even integers, in 13„21(6), we call T a A-transformation. It is easy to verify that all X - transformations form a subgroup of the modular group, and this subgroup is called the X- group. For a A-transformation, e] = p(cb\co9 co ') = p (aco + /3 co '\co9 <w') = p(co) = e 1, since /3a>'is a period for even /3, and aco differs from co by a period for odd a. Similarly 42 = e2 and e3 = e 3. From 13 „16 (4)-(6) it is seen that Jacobi9s functions sn, en, dn are invariant under X-transformations. Any other unimodular transformation affects Jacobi's elliptic functions. We shall consider the five transformations 4:13. -l\ -J
368 SPECIAL FUNCTIONS 13.22 The last three may be expressed in terms of A and B. (2) C = ABA, D = ABAB, E - BAB A. In Table 10 the six transformations U (identity), A9 ... , E are listed together with the permutations of e aeffected by them. Every permutation of e} , e2, e3 occurs. Since the permutation of the eacompletely determines the transformations of Jacobian elliptic functions, it is sufficient to consider the transformations (1) in order to obtain all possible transformations of the first order of Jacobi's elliptic functions. TABLE 10. PERMUTATIONS OF THE ea Transformation U A B C D E CO CO CO 0 CO co+ co' -co+ co* 0 CO CO CO CO+ CO* -co CO -co -co — co* e*. e1 e. S e2 e2 S «2 e2 e3 e2 e1 S e1 U e3 e2 e, e3 ex 62 This table in combination with 13,16(4), (5), (6), (9), and (11) at once leads to the transformation formulas recorded in Table 11. For the transformation of elliptic integrals see Table 3, sec. 13a7, and Table 4, sec. 13«8. The transformations of the four theta functions may be derived from the expression w1/2Al/8 / z\ z ^ (3) 0,(1/10= FTi exp( -J_ } <j(z) "=-^-> *~ — 77 \ ICO / 2C0 CO which follows from 13.20(1), (9), and 13*19(2), (3). We know already how the right-hand side behaves under a transformation 13*21(6) of the first order and note in particular that 7/ 7} 7} ar)-\-fir)' (3(7)co'-7)'co) (3ni co co co aw + jSw' coco 2coco
Transformation A B C D E TABLE 11. CO • * CO CO co + co' * CO -co co + co' * CO -co + co' -co * CO -~(co + co') TRANSFORMATIONS OF THE FIRST ORDER OF JACOBI'S ELLIPTIC FUNCTIONS u k'u — IU hi —ik'u —iku k ik 17 k' 1 T i k' Ik k' i F k k' ik k ik' 1 T • K k'K K' /Kk + i'kO kXK'+iK) kK' K' k\K'-iK) K kK' k'K k(K + iK') sn (u, k) sn (u, k) k' dn (ut k) sn (u, k) —i en(u, k) k sn (a, k) sn (ut k) — ik' en (u, k) sn(a, k) —ik dn (u9 k) 9 • en (ut k) en (ut k) dn (ut k) 1 en {u, k) dn (u, k) dn (ut k) en (ut k) 1 dn (u, k) dnfe, k) 1 J dn {u, k) dn (u, k) en (u, k) en (u, k) 1 en (u, k) en (u, k) dn (u, k) w r r I—C n a si n o C/) > a 3 OS VO
370 SPECIAL FUNCTIONS 13.22 by 13,12(10), and also that z z v y + 8t 2co 2(aco + pco') a+j3r ' a+j3r' Then we have, from (3), the general transformation formula of 6 (v\r) for transformations of the first order, (4) 0, a + /3r where €B = 1. The factor € accounts for the ambiguity in the fractional powers in (3) and may be determined by dividing (4) by v, making v -> 0, and then comparing both sides* The transformations of the other three theta functions then follow from Table 8, sec. 13„19. The explicit formulas for the transformations A and B of (1), which generate the modular group, are as follows. Transformation A. (5) v = v, t = 1 + r, q = - q (6) 0f(t/|r + \)-~e%7Ti 6^v\t\ 62(v\t + 1) = e*^02G;|r) 6^v\t+\)-6a(v\t\ dA(v\T+I) = d3{v\r). Transformation B. (7) v = v/t, f = - 1/r, log 4 = 772/log q (8) 0 f-JLl j =-i(-ir)lA exp(inv2/r)dy(v\T) d2 (— -—) «(-*»* ex?(i7TV2/r)dA(v\r) 63 (~\-~) -(-*»* exp(irrv2/r) d3(v\r) In these formulas (-ir) has its principal value (lies in the right half- plane). Transformation B is known as Jacobi's imaginary transformation*
1«,23 ELLIPTIC FUNCTIONS AND INTEGRALS 371 Transformation B may be used for the numerical computation of theta functions when q is near 1, or r is very small, when the series for 6x(v\f) converge somewhat slowly, but those for 6}(v/r\- 1/r) converge very rapidly. In particular, the asymptotic behavior as q -* 1 may be investigated in this way, and one obtains (9) 0,(0, q) - 0S (0, q) - (-ir/log ?)* q -> 1. 13.23. Transformations of the second order There is essentially only one transformation of the second order, in the sense that any transformation of the second order is a combination of Landen's transformation and two unimodular transformations. In writing down the transformation formulas we shall observe the following convention. All Weierstrassian functions whose periods are not indicated are formed with primitive periods co, co', and all e a, -qa(without dots) are derived from such functions. Landen's transformation* Weierstrass* functions* (2) co = Vico, co0 - co* (3) e1=e1+2(eI-e2)^(e1-e3)^ *2-e1-2(cI-c2)»(c|-c8)» (4) rJi=r)] + 1Aei co^, rj 2 = 7/2 — 77 z + lAe ,(^2- coz) ^ 3=2r/3+eiW3- (5) o(z\l/2co, cjO- exp(Hc1 z2)o(z)ol(z) o,(z\V2co, 6)0=exp(1/2e1z2)[a|(z)-(eT-e2)^(e?-e3)^a2(z)] o2U\V2co, 6)0=exp(1/2e1z2)[a2(z) + (e1-e2)}4(e1-e3)^a2(z)] o3(z\y2co9 co') = expO^e, z2)a2(z) oz(z) (6) £U|% a>, a>') = £(z) + £(z + tj) + e z - ryt
372 SPECIAL FUNCTIONS 13.23 (7) jp(z\lA<oy o>') = p(z) + %>(z - o>t)- e x = #?U) + — Since Landen's transformation of Weierstrass* functions involves ea9 tj , which are not invariant under unimodular transformations, we record the basic formulas for two other transformations of the second order. Gauss9 transformation. Weierstrass' #?-function. to :]■- (8) G = I n = - BLB (9) &(z\co, 1Ag>')= p(r-)+ #>U - a) )- e 3 .P(«)>'-<8')(<8'-<8') pU)-e3 TAe irrational transformation. Weierstrass' ft»-function (10) -Z"=[_1 „] --ABLABAB (11) #>(z|gj, Via + y2co')= p(z) + p{z - co2)- e 2 {e,-et){et-e3) = kHz)-- p(z)- e 2 Landen's transformation. Jacobian elliptic and theta functions. When the parameter in a theta function is not indicated, it is understood to be r. (12) u «(1 + A')u, A = (1-A')/U + A'), A*'-2A'V(1 + A') .,„. [",.. . ,. l-A'l sn(u, A) cn(u, A) (13) sn (1 + A ') u, = (1 + k ') —— L 1 + ft J dn (u, A) I\, ,« 1-*'1 l-Cl + AOsn2^, A) en (1 + A ) u, = L 1 + A ' J dn (u, A) , Tm ,n 1-*'1 l-d-^')sn2(U,A) dn (1 + A ) u, = L 1 + A ' J dn («, A) (14) v =2v, f =2r, 4 =<?2
13.23 ELLIPTIC FUNCTIONS AND INTEGRALS 373 (iB«;e)i»,).x»'w;«))«;wrf'-7 u'W); , 3 4 <?2(0|2r)=2-*[<?23(0)-^(0)]* <?3(0|2r)=2-*[<?2(0)+<?2(0)]* <?4(O|2r) = [03(O)<?4(O)]* 0,(t>)0,(*>) (16) 0,(2t>|2r)=- <?4(0|2r) <?2M-<?2G>) e2Av)-e2Av) 2<?3(0|2r) 202(O|2r) 0,(2t;|2r)=-* ' 3 0,(2t>|2r)- fl4(2tt|2r)- 202(O|2r) 203(O|2r) '3 *-' "4 ' 04(O|2r) Gauss' transformation. Jacobian elliptic functions (17) d = (1 + t) u, k=2k1A/(l + k\ k '= (1 - i)/(l + it) (i8)snra+.)u,i£!l ,a+t)i s;(M^ n L 1 +A; J 1 + J snz(",i) r,, 7x 24*1 cn(»,A)dn(it,ft) en ll + «)u, = 1 L 1 + 4 J l + £sn2(u ,k) r 2k%~] 1- dn (l+"A)ttf = ■ L l+k J 1 + 1 . — A; sn (iz, A) A; sn (u, k) Transformations of higher orders are more involved. We mention here only the transformation (LB) which is of the fourth order and leads to the following duplication formulas for the theta functions. All theta functions have the same parameter r.
374 SPECIAL FUNCTIONS 13.23 , N d.MdAv)9Av)dAv) (19) eA2v)~2-* z- 3 4 0.(2»)- dA2v) = dAo)e3(o)dA{o) d\(v)d*Av)-d2Av)e2Av) 6A0)d2A0) e2Av) e2Av) + e2Av) e2Av) d2A0)$A0) eAAv)-e4Av) e*Av)-d\ eHo) eHo) 4 4 M 13.24. Elliptic modular functions An elliptic modular function, /(r), is a function which is regular save for poles, when Im r > 0, and has the property that fir) and fir) are algebraically connected whenever r and f are connected by a transformation of the modular group ar+ /S _ n (1) f = a, j3, y, § integers, ad - py = 1. y r+ 8 [Note that a, ... , y have been renamed as against 13,21(7)J If fir) = fir) for any transformation of the modular group, then fir) is called an automorphic function of the modular group* A first example of such a modular function is the square of the modulus of the Jacobian elliptic functions. From 13,16(7) and 13,20(14) e,-e3 0j(O|r) is an analytic function of r for Im r > 0, with the real r-axis as a natural boundary. From the invariance of e 9 e 2, eg under X-transformations (a, 8 odd, jS, y even, see sec. 13,22) it follows that X(r) is an automorphic function of the \-group. In general, a transformation of the modular group will permute the e and hence change X(r) into one of the six values 1 1 A(r) , 1 (3) A(r), l-A(r), ——, —, —j-r—-, ^TTT* A(r) l-A(r) A(r)-1 AW
13.24 ELLIPTIC FUNCTIONS AND INTEGRALS 375 Since all these are algebraically connected with X(r), this function is an elliptic modular function* From 13,12(13), g2, g3, and A = g\ - 27 g32 are homogeneous functions of degree -4, -6, -12 respectively in o and <a'and the absolute invariant (4) 4-= ,*' '» =J(r) A g23~27g^ is a function of r alone: it is analytic in the upper half-plane. A transformation of the modular group leaves g2 and A unchanged (see sec. 13*22), showing that J(t) is an automorphic function of the modular group. From 13*13 (6), (7) and 13*16(3), J may be expressed in terms of X, and from 13*20(8) , (9) in terms of theta functions 4 (1_X + X2)3 1 [dl(0\r)+d6A0\T) + dB(0\T)]3 (5) J(r) = 27 X2(l-X)2 54 08(O|r)083(O|r)08(O|r) We call two points r, f in the upper half of the complex r-plane equivalent if they are connected by a transformation (1) of the modular group. The fundamental region of the modular group is defined by |r|>l, |r+l|>|r|, |r-l|>|r|. The upper r half-plane may be subdivided into an infinity of regions, each bounded by three circular arcs (one or two of which may degenerate into segments of straight lines), and each equivalent to the fundamental region. In fact every point in the upper half-plane is equivalent to exactly one point of the fundamental region. Given an automorphic function of the modular group, it is sufficient to investigate the behavior of this function in the fundamental region. For instance, it may be proved that J(r) assumes every finite value exactly once in the fundamental region, and this shows that to every (finite) value of J there is exactly one system of Weierstrassian functions. The fundamental region of the X-group is bounded by the straight lines Re r = + 1 and the circles |2r ± 1| = 1; the boundary points in Re t > 0 belong to the region, the boundary points for which Re r <0 do not. It may be proved that X(r) assumes every finite value different from zero and unity exactly once in the fundamental region of the X-group, and this is the key to the problem of inversion (sec. 13*20)' it may be used to prove that the Jacobian elliptic functions are uniquely determined when the square of the modulus is assigned as any number ^ 0, 1.
376 SPECIAL FUNCTIONS 13.25 13.25. Conformal mappings Elliptic integrals, elliptic functions and related functions occur in many important conformal mappings. Many examples of such conformal mappings, and some further references, are to be found in H. Kober's "Dictionary of conformal representations" (1952, p. 170-200). In this section we shall describe some of the most important mappings briefly. Throughout the section we assume the "real" case, 0 < k < 1, 0 < q < 1, co real, co 'imaginary, K, K 'real, and put e f > e 2 > e 3. We put Re z = z |f Im z = z and similarly for other complex variables. In diagrams illustrating conformal mappings from the plane of one complex variable to the plane of another such variable, corresponding points will be indicated by the same letter. CO ,2 = o 0 zi = J9 Q = 0 I II C 13 C co -\ CO fill I > e, «,2 = 0 a J9 C B I The mapping w = ${z) co- co The function w = fp(z). As z describes the boundary of the rectangle with vertices 0, co, co + co ', co \ the variable w is real and decreases from <» to e,, e2, e3, — oo (see sec. 13» 15)» The function maps the interior of the rectangle on the lower w half-plane. By Schwarz'sreflection principle, the rectangle with vertices -co\ co — co', co + co\ co' in the 2-plane is mapped on the whole w plane cut from — <*> to e . In the lemniscatic case, g3 = 0, g2 > 0, we have e 2 = 0, e 3 = —e t. The rectangle in the 2-plane becomes a square, the diagonal (iC joining 0 and co + co ' is mapped on the negative imaginary axis in the ft/-plane, and the diagonal B<B joining co and a/is mapped on the lower half of the circle with center at e - 0 and radius e ^ in the u;-plane. The interior of the rectangular isosceles triangle with vertices xAco + 1Aco,9 co9 co'+ co in the 2-plane is mapped on the fourth quadrant of the circle with radius e^n the w-plane.
13.25 ELLIPTIC FUNCTIONS AND INTEGRALS 377 The function w = sn (u, k). From sec. 13* 18 it is seen that the interior of the rectangle with vertices 0, K, K + i K', i°K 'in the a-plane is mapped on the first quadrant of the w-plane, the rectangle -K, K, K + i'K', -K+iK' u2=0 3 in .& IV u( =0 iK' 8 n i Q K + iK' C B Q tt Q -B The mapping u; = sn (u, k) C J9 — K + z'K'is mapped on the upper half of the w-plane, and the rectangle with vertices ± K ±£K'is mapped on the whole w-plane cut from -« to -1 and from 1 to <». It can be proved (see for instance Dixon, 1894, Appendix A) that the lines uy = const., u2 - const., are mapped on the doubly orthogonal system of confocal bicircular quartics in the if-plane whose foci are ±1, ±k~\ These quartics are symmetric with respect to both the w and w axes. The quartics corresponding to u = const, have two branches, one, encircling KJ9, corresponding to u > 0, the other, encircling cU9 to u y < 0. The quartics corresponding to u2 « 0 are ovals encircling &$• In particular, for u 2 = in + Y2) K', we have a circle, see 13« 18(1). See the figure for further details.
378 SPECIAL FUNCTIONS 13.25 The function w = cn(u, k). The interior of the rectangle with vertices 0, K, K + iK', i'K'in the iz-plane is mapped on the fourth quadrant of the w-plane, the rectangle -K, K, K + iK\ -K + iK'is mapped on the right w half-plane cut from 0 to 1, the rectangle -iK', K - i K ', K + j'K', j'K' is mapped on the right half-plane cut from 1 to ©©, and the rectangle with vertices ± iK', 2K ± i'K' is mapped on the whole u>-plane cut from — ©o to —1, from 1 to oo, from — joo to — ik '/k, and from ih 'Ik to ioo. The lines a t = const, u2 = const are mapped on the doubly orthogonal system of confocal bicircular quartics in the w-plane whose foci are ± 1, ± ih'/k% Both families are ovals, those corresponding to u f = const around CS, those corresponding to u2 = const around U3. Both families are symmetric with respect to the axes w f = 0, w = 0, iK' o „,-0 J9 I Q II J9 K-) c B 8 iK' IV ffl 2K+iK' J9 3 J9 Uj = 0 2K -/K K-/K' 2K-iK' The mapping iu = en (u, &) m £\ ik'/k II l «v IV 3 «,,=() B Q c j - ik'/k i TAe function w = dn («, A). Since it follows from tables 7 (sec. 13,17) and 11 (sec. 13.22) that dn («, k) = k'sn{K'-iK + iu, k '), the mapping w = dn u may be derived from w = sn «.
13.25 ELLIPTIC FUNCTIONS AND INTEGRALS 379 2*K iK' l»,-° 3 III J9 n a IV I e c K+2iK' K + iK' u2 = 0 K The mapping w — dn (ut A;). In particular, the rectangle with vertices 0, K, K + 2iK\ 2tK'is mapped on the lower w half-plane in the manner indicated in the figure, and the rectangle with vertices 0, 2K, 2K + 2t'K', 2tK'is mapped on the whole w-plane cut from -°o to -1 and from 1 to ©c. The lines u, = const., u = 1 2 const* are mapped on the doubly orthogonal system of confocal bicircular quartics with foci ± 1, ± h ', and the lines u t = (m + Y2)K in particular are mapped on the circle with center at w = 0 and radius h ' ^. The functions w= £z) + e az. Clearly ^(2^ is real, C(iz±) is imaginary, and since we have from 13*13(18) that £(co + iz ) - £(<o) = £Uz ) +- 6> Vz ) >(izz)-e i £(*'+*,)-£(<»')-£(*,)■ 2 p\zf)-e.
S80 SPECIAL FUNCTIONS 13.25 the first of these two expressions is imaginary, the second ^ real. Investigating the mapping of the rectangle with vertices 0, co, co + co ', co in the e-plane, we find that QB and CJ9 are mapped on horizontal lines, and BC and GJ9 on vertical lines in the if-plane (a = 1, 2, 3), Moreover, w((l)~oo9 w(\£) = rj + e aco, w(C)= 77 -h 77' + eJ,co + co'\ w(J9) We have to discuss the signs oi -q + eaco and of (77' + eaco')/i* From 13.16(9), (10), (11) and 13.8(25), (26), we have (e, ~e3YlA (r/ + e} co) = E >0 (e1 ~e3)~1A (r) + e2 <y) = E - (e , - e3)~Vz (e f -e2)<y = E-A'2K = £2B >0 (e^e 3)"K (*? + e 3 co) = E - (e , - e z)% co = E-K = -&2D<0 -i(et-e3rlA (ri'+e3co') = -E'<0 -Ke1-e3r^(77/+e26)0 = -E/-(e1-.e3rM(e2-e3)^/ = -E'+&2K'=-A'2B'<0 -i(e}-e3r*{ri'+exo') = -E'-(el-ejXio>' = K'-E'=&'2D'>0. In the figures illustrating the mapping w = £(z) + eaz of the rectangle GBCJQ, the abbreviations Tf + eaco = Ha9 -q'+ea co'=H^i were used. From our discussion, //1>//2>o>//3, h;>o>h;>h;. CO+ CO z-plane = 77'+e */.
13. 25 ELLIPTIC FUNCTIONS AND INTEGRALS 381 In each case that portion of the plane which is to the left of GBCJ8G (in this order) is the map of the rectangle. By reflection on the sides of the rectangle we find the following results. The function w - £(z) + e %z maps lU) =U 1 W2 = H1 J9 C ",=», w2 = 0 13 w=£(z) + elz fl Ct 13 C wz = K w2 = 0 J9 u> = £(z) + e3z w}=0 a the interior of the rectangle with vertices ± co, ± co + 2co'in the z-plane on the region exterior to two semi-infinite horizontal strips with corners ± #t , ± //j + 2iH]'in the «;-p]ane. The function w = £(z) + ezz maps the interior of the rectangle with vertices ± co ± co' in the z-plane on the exterior of the rectangle with vertices ± Hz ± iH'z in the w-plane. The function w = £(z) + e2z maps the interior of the rectangle with comers ± co\ 2 co ± ca'in the £-plane on the region exterior to two semi-infinite vertical strips with corners ± iH3 , 2ff 3 ± iff 3 in the w-plane. The mapping w = £(z) + e 2z maybe combined with one of the preceding mappings to map the exterior of a rectangle on a half-plane. "■1 - " w2 = 0 |«,2«//; B C r w = £(z) + e 2 z
382 SPECIAL FUNCTIONS REFERENCES Appell, Paul and Emile Lacour, 1922: Fonctions elliptiques et applications, Gauthier-Villars, Paris. Bianchi, Luigi, 1916: Lezioni sulla teoria delle funzioni di variabile complessa e delle funzioni ellittiche, 2nd edition, Spoerri, Pisa. Burkhardt, Heinrich and Georg Faber, 1920: Elliptische Funktionen 3rd edition, Gruyter, Berlin. Burnside, W.S. and A.W. Panton, 1892: Theory of equations, 3rd edition, Longmans, Roberts and Green, London* Clebsch, Alfred, 1865: /. /• Math. 64, 210-270. Dixon, A.C., 1894: Elliptic functions with examples, Macmillan, and Co. Ltd., London. Enriques, Federigo and Oscar Chisini, 1934: Funzioni ellittiche ed abeliane Vol. IV Delia Teoria geometrica delle equazioni, ecc. Zanichelli, Bologna. Fletcher, Allan, J.C.P. Miller, and Louis Rosenhead, 1946: An index of mathematical tables, Scientific Computing Service, London. Fricke, Robert, 1913: Elliptische Funktionen, Encyklopadie, der mathematischen Wissenschaften, v. % pt. 2, p. 181-348, B.G. Teubner, Leipzig. Fricke, Robert, 1916-1922: Die elliptischen Funktionen und ihre Anwendungen I, II, B.G. Teubner, Leipzig. Grobner, Wolfgang and Nikolaus Hofreiter, 1949: lntegraltafel, Erster Teil, Unbestimmte Integrale, Springer-Verlag Wien. Grobner, Wolfgang and Nikolaus Hofreiter, 1950: lntegraltafel, Zweiter Teil, Bestimmte Integrale, Springer-Verlag Wien. Hamel, Georg, 1932: S.-B. Berlin Math. Ges. 31, 17-22. Hancock, Harris, 1917: Elliptic integrals, Wiley. Humbert, Pierre, 1922: Introduction a I*etude des fonctions elliptiques, Hermann and Cie., Paris. Hurwitz, Adolph and Richard Courant, 1925: Funktionentheorie, 2nd edition, Springer, Berlin. Jahnke, Eugen and Fritz Emde, 1938: Tables of functions with formulae and curves, B.G. Teubner, Leipzig and Berlin. Kober, Hermann, 1952: Dictionary of conformal representations, Dover. Konig, Robert and Maximilian Krafft, 1928: Elliptische Funktionen, Gruyter, Berlin. Low, A.R., 1950: Normal elliptic functions, University of Toronto press.
ELLIPTIC FUNCTIONS AND INTEGRALS 383 REFERENCES Magnus, Wilhelm and Fritz Oberhettinger, 1949: Formeln und Satze fur die speziellen Funktionen der mathematischen Physik, Springer-Verlag, Berlin, Gottingen, Heidelberg. Meyer zur Capellen, Walther, 1950: Integraltafeln, Springer-Verlag, Berlin, Gottingen, Heidelberg. Milne-Thomson, LJVL, 1950: Jacobian elliptic function tables, Dover, New York. Neville, E.H., 1944: Jacobian Elliptic Functions, Oxford, Clarendon Press. Oberhettinger, Fritz and Wilhelm Magnus, 1949: Anwendung der elliptischen Funktionen in Physik und Technik, Springer, Berlin. Prasad, Ganesh, 1948: An introduction to the theory of elliptic functions and higher trans c en dentals, University of Calcutta. Radon, Brigitte, 1950: Atti Accad. Naz. Lincei, Mem., CL Sci. Fis. Mat. Nat. (8) 2, 69-109. Roberts, W.R. Westropp, 1938: Elliptic and hyperelliptic integrals and allied theory, Cambridge University Press. Spenceley, G.W. and RJVf. Spenceley, 1947: Smithsonian Elliptic Functions Tables, The Smithsonian Institute Washington. Tricomi, F.G., 1935: Boll. Un. Mat. Ital. 14, 213-218 and 277-282. Tricomi, F.G., 1936: Boll. Un. Mat. Ital. 15, 102-195. Tricomi, F.G., 1937: Funzioni ellittichef Bologna, Zanichelli, 1951 (German edition, Leipzig, Akad. Verlagsgesellschaft, 1948: second Italian edition 1951). Whittaker, E.T. and G.N. Watson, 1927: Modern Analysis, 4th edition, Cambridge University press.
SUBJECT INDEX All numbers refer to pages. Numbers in italics refer to the definitions. Abelian integrals, 295 ff. Absolute invariant, 375 Airy's integrals, 22 Anger's function J (z), 35 ff., 84, 99, 103 Appell series, 280 ff. Approximation of quadratically integrable functions, 156 Associated polynomials, 162 ff. Automorphic functions, 296, 374 B Barnes' integral representations of Bessel functions, 21 ff. Basset's function, (see modified Bessel function of the third kind) Bessel coefficients, 6 generating function for, 7 integral representations for, 13 ff., 81 Bessel function of the first kind, 4 derivative with respect to the order, 7 duplication formula for, 45 inequalities for, 14, 66 series involving, 63 ff. zeros of, 59 ft. Bessel function of the second kind, 4 of integer order, 7 of order zero, 8 zeros of, 61 ff. Bessel function of the third kind, 4 zeros of, 62 Bessel functions, addition theorems for, 43 ff., 101 ff. analytic continuation of, 12, 80 and wave motion, 2ff. as limits of Jacobi polynomials, 173 as limits of Laguerre polynomials, 191 asymptotic expansions for, 22 ff., 85 ff. differential equations for, 13 differentiation formulas for, 11 integrals involving, 45 ff., 57, 90 ff. integral representations for, 14 ff., 57 ff., 81 ff. notations for, 3 of imaginary order, 87 ff. of order ± V2t 10, 79 of order n + V2 (see spherical Bessel functions) power series for products of, 10 ff. recurrence relations for, 12 relations with Legendre functions, 55 ff. series involving, 58, 63 ff., 98 ff. Wronskians of, 12, 79 ff. zeros of, 58 ff. Bessel polynomials, 10 Bessel's differential equation, 3ff. Bessel 5s inequality, 157 Bilinear forms, 284 Biorthogonal system, 265 Birational invariant, 295 Birational transformation, 295 Cell, 325 Christoffel-Darboux formula, 159, 269 Christoffel numbers, 161 Classical orthogonal polynomials, 163 ff. (see also Legendre, Cegenbauer 384
SUBJECT INDEX 385 Jacobi, Hermite, Laguerre polynomials). characterization of, 164 differential equation for, 166 ff. differentiation formula for, 167 properties of, 164, 166 ff. Complete elliptic integrals, (see elliptic integrals) Confluent hypergeometric functions, expansion in terms of parabolic cylinder functions, 124 Conformal mappings, involving elliptic functions and integrals, 376 ff. Convergence in mean of generalized Fourier expansions, 157 Convolution, 45 Cornu's spiral, 151 Cosine integral, 145 ff* Cut Bessel functions, 22 D Didon series, 280 ff. Dini series of Bessel functions, 70 ff* Doubly-periodic functions, 323 ff. (see also elliptic functions) E Elliptic functions, 294 ff., 322 ff., 325 addition theorems satisfied by, 328 differential equations satisfied by, 327 expression of, in terms of p(z), p'(z), 335 expression of, in terms of sigma functions, 337 expression of, in terms of zeta functions, 336 ff. general properties of, 325 ff. integrals of, expressed in terms of Weierstrass' functions, 337 Jacobian, 322 ff., 340 ff. Jacobian, addition theorems for, 344 Jacobian, degenerate cases of, 354 Jacobian, expressed in terms of theta functions, 362 Jacobian, expressed in terms of Weierstrass* functions, 340 ff. Jacobian, Landen's transformation of, 372 Jacobian, linear transformation of, 367 ff. Jacobian, periods, zeros, poles and residues of, 341 Jacobian, quadratic transformations of, 372 ff. Jacobian, special values of, 346 ff. Jacobian, with 0 < k < 1, 349 ff. Neville's notation for, 294, 342 order of, 326 residues of, 326 transformations of, 365 ff. Weierstrass', 323, 328 ff. Weierstrass', addition theorem tor, 332 ff. Weierstrass', differential equation for, 331 ff. Weierstrass', degenerate cases of 339 ff. Weierstrass,' duplication formula for, 333 Weierstrass', expressed in terms of theta functions, 360 ff. Weierstrass', Landen's transformation of, 37Iff. Weierstrass', linear transformations of, 367 ff. Weierstrass', quadratic transformations of, 37Iff. Weierstrass', with real invariants, 338 ff. Elliptic integrals, 294 ff. addition theorems for, 315 complete, expressed in terms of hypergeometric series, 318 complete, integration formulas for, 322 complete, Legendre's relation for, 320 complete, of the first, second, and third kind, 314, 317ff.
386 SPECIAL FUNCTIONS complete, particular cases of, 320 complete, transformations of, 318ff. differentiation formulas for, 317, 321 expressed in terms of theta functions, 363 ff. expressed in terms of Weierstrass' functions, 337 ff. interchange theorem for, 303 ff., 315 inversion of, 322 ff. Landen's transformation of, 317 Legendre's, evaluation of, 308 ff. Legendre's form of, 300ff., 314ff. linear transformations of, 315ff. Low's form of, 301 moduli of periodicity of, 303 of the first, second, and third kinds, 299 ff., 313 ff. periods of, 303, 314 reduction of, 296ff., 304ff. reduction to Legendre's normal form, 305 ff. reduction to Weierstrass' normal form, 304 ff. singularities of, 303, 314 Weierstrass' form of, 299 ff. Elliptic modular functions, 374 ff. Equianharmonic elliptic functions and integrals, 306, 320 Error functions, 147 ff. connection with parabolic cylinder functions, 119 expansions in terms of Bessel functions, 148 power series expansions of, 147 repeated integrals of, 149 Exponential integrals, 143 ff. expressed in terms of confluent hypergeometric functions, 143 expressed in terms of incomplete gamma functions, 143 generalizations of, 145 F Field differential 327 of elliptic functions, 327 Fourier-Bessel series, 70 ff., 104 Fourier coefficients (generalized), 156 Fourier series (generalized) 156 Fresnel integrals, 149 ff. connection with error functions, 149 connection with incomplete gamma functions, 149 Functions of the paraboloid of revolution, 126 ff. of the parabolic cylinder (see parabolic cylinder functions) Fundamental period-parallelogram, 325 Fundamental region, of the modular group, 375 of the A-group, 375 Funk-Hecke theorem, 247 G Gauss transforms, 194 multi-dimensional, 289 ff. Gegenbauer polynomials, 164, 174 ff., 235 ff. asymptotic behavior as n -> oo, 198 connection with Legendre functions, 177 expressed as hypergeometric functions, 175 ff. generating functions of, 177 inequalities for, 206 ff. integral representations for, 177 monotonic properties of, 208 recurrence formula for, 175 Rodrigues' formula for, 175 series of, 177 ff., 213 ff. zeros of, 203 ff.
SUBJECT INDEX 387 Gegenbauer's addition theorem for Bessel functions, 43 fF* Gegenbauer's polynomials A (z), B (z), 34 Generalized Dirichlet series, 72ff. Genus of algebraic curves, 295 Glaisher's notation, of Jacobian elliptic functions, 322 Graf's addition theorem for Bessel functions, 44 ff. Gram's determinant, 155 Gubler's integral representations, of Bessel functions, 17 ff. H Hankel's function, (see Bessel function of the third kind) Hankel's infinite integral involving Bessel functions, 49 Hankel's integral representations of Bessel functions, 15 ff. Hankel's inversion theorem, 73 - Hardy's generalization of, 73 ff. Hankel's symbol (v, m), 10 Harmonic polynomials, 237 ft, complete set of, 239 ff. Hermite polynomials, 164, 192 ff. addition theorems for, 196 asymptotic behavior as n -> oo, 20 Iff. connection with Laguerre polynomials, 193, 195. differential equations for, 193 differentiation formula for, 193 expansion of analytic functions in terms of, 211 expansions in series of spherical Bessel functions, 201 ff. expressed as confluent hypergeo- metric functions, 194 generating functions for, 194 inequalities for, 208 integral representation for, 194 integrals involving, 194 ff. mean convergence of series of, 210 monotonic properties of, 208 recurrence relation for, 193 relation to parabolic cylinder functions, 117 Rodrigues' formula for, 193 series of, 193 ff., 216 zeros of, 204 ff. Hermite polynomials of several variables, 283 ff. Hurwitz's theorem on zeros of Bessel functions, 59 generalizations of, 59 Hyperelliptic integrals, 296 Hypergeometric polynomials, (see Jacobi polynomials) Hypergeometric series, of Lauricella, 275 Hyperspherical harmonics, 232 ff. I Incomplete gamma functions, 133 ff. asymptotic expansions for large x, 135 asymptotic representations for large a, 140 connection with confluent hypergeometric functions, 133f 136 continued fraction expansion, 136 differentiation formulas, 135 expansions in inverse factorials, 139 expansions in series of Bessel functions, 139 expansions in series of Laguerre polynomials, 139 integral representations of, 137f 138 loop integral for, 137 Nielsen's expansion for, 139 power series expansions of, 135 recurrence relations for, 134 zeros of, 141 ff. Integral equations involving Bessel functions, 76 ff. Integral representations of arbitrary functions in terms of Bessel functions, 73 ff.
388 SPECIAL FUNCTIONS Invariants of a quartic, 305 of Weierstrass* elliptic functions, and integrals, 305, 329 Inversion, problem of, 326 ff., 375 Irreducible set, of zeros or poles of an elliptic function, 326 J Jacobi-Anger formula, 7 Jacobi function of the second kind, 170 ff. Jacobi polynomials, 164, 168 ff., 224, 226 asymptotic behavior as n -* oo of, 198 connection with Besse] functions, 173 connection with Laguerre polynomials, 191 convergence of series of, 210 ff. differential equation for, 169 expansion of analytic functions in terms of, 211 expressed as hypergeometric functions, 170 generating function of, 172 inequalities for, 205 ff. integral representation for, 172 mean convergence of series of, 210 polynomials associated with, 171 recurrence formula for, 169 represented as finite differences, 173 Rodrigues* formula for, 169 series of, 172, 212 ff. zeros of, 202 ff. Jacobian elliptic functions, (see elliptic functions, Jacobian) K Kapteyn series, of Bessel functions, 66 ff., 103 of the second kind, 67 ff. Kelvin's functions, 6, 101 L Lagrange an interpolation, 161 Laguerre polynomials, 164, 188 ff., 226 Abel summability of series of, 211 asymptotic behavior as n -> o© of, 199 ff. connected with Bessel functions, 191 connected with Jacobi polynomials, 191 differential equations for, 188 differentiation formulas for, 189, 190 expansion of analytic functions, in terms of, 211 expansions in series of Bessel functions, 199 ff. expressed as confluent hypergeometric functions, 189 generating functions of 189 inequalities for, 205 ff. integral representations of, 190 integrals involving, 191 mean convergence of series of, 210 monotonic properties of, 207 ff. recurrence relations for, 188, 190 represented as finite differences, 191 Rodrigues' formula for, 188 series of, 188 ff., 214ff. zeros of, 204 ff* Lambda-group, 367 Laplace transform, 45ff.-, 191 Laplace's expansion, 242, 281 ff. Lattice, line, 324 point, 323 Legendre function of the second kind, 180 ff. Legendre functions, 182 ff. connection with Gegenbauer polynomials, 177 relations with Bessel functions, 55 ff. Legendre polynomials, 164, 178 ff. addition theorem for, 182 ff.
SUBJECT INDEX 389 asymptotic behavior as n -* oo of, 197 differential equation for, 179 differentiation formulas for, 179 equi converge nee theorem for series of, 211 expressed as hypergeometric functions, 180 generating functions of, 182 Hilb's formula for, 197 inequalities for, 205 ff. integral representations of, 182 monotonic properties of, 208 recurrence relation for, 179 series of, 182 ff., 214 Legendre's relation, 320, 329 Lemniscate functions 320, 376 Line-lattice, 324 Logarithmic integral, 143 (see also exponential integrals) Lommel's functions 5 (z), 5 (z)40S., 73 ff., 84 ff. Special cases of, 4Iff. Lommel's functions of two. variables U (w, z), V {w, z), 42 V V Lommel's polynomials R (z), 34 ff. M Macdonald's integral representations of products of Bessel functions, 53 ff. Maxwell's theory of poles, 251 Meijer's generalization of Laplace transforms, 75 Mesh, 325 Modified Bessel function of the first kind, 5 Modified Bessel function of the third kind, 5 duplication formula for, 45 of integer order, .9 of order zero, 9 zeros of, 62 ff. Modified Bessel functions, 5ff. addition theorems for, 43 ff., 102 analytic continuation of, 80 asymptotic expansions for, 22ff., 86 ff. differentiation formulas for, 79 integral representations of, I8ff„ 82ff. integrals involving, 45 ff., 56 ff., 89 of order ± V2t 10, 79 of order n 4- K (see spherical Bessel functions) relations with Legendre functions, 56 ff- recurrence relations for, 79 Wronskians of, 80 Modular functions (see elliptic modular functions) Modular group, 366, 374 ff. fundamental region of, 375 Modulus of elliptic functions and integrals, 306 Moment problem, 163 Moments, 157 N Neumann series of Bessel functions 63 ff., 98ff. of the second kind, 65 Neumann's function (see Bessel function of the second kind) Neumann's polynomials 0 (z)t 32ff. n Neumann's polynomials Q (z), 34 n Nicholson's formula for Bessel functions of large order and variable, 28, 88 Nicholson's integral representations of products of Bessel functions, 54 0 Orthogonal group, 257 ff. Cayley's representation of ^e, 257 Orthogonal invariant, 233
390 SPECIAL FUNCTIONS Orthogonal polynomials, 153 ff. and continued fractions, 162 ff. and mechanical quadrature, 160 Christoffel-Darboux formula for, 159 expansion problems relating to, 209 ff. extremum properties of, 160 in the circle, 273 ff. in the sphere and hypersphere, 273 ff. in the triangle, 269 ff. of a discrete variable, 221 ff. of several variables, 264ff. recurrence relations for, 158ff. zeros of, 158 Orthogonal system, 154 of parabolic cylinder functions, 122 of polynomials (see orthogonal polynomials) Orthogonalization, 154 ff. Orthonorraal system, 154 P Parabolic cylinder $ coordinates of, 115 Parabolic cylinder functions, 116, 117 addition theorem for, 123, 124 asymptotic expansions of, 122ff. Cherry's theorem for, 124 ff. connection with error functions, 119 differential equation for, 116 generating function of, 119 integral representations of, 119, 120 integrals involving, 121, 122 real zeros of, 126 Wronskians of, 117 Paraboloid of revolution, coordinates of, 115 functions of (see functions of the paraboloid of revolution) Parseval's formula, 157 Period parallelogram, 325 fundamental, 325 Periods, of elliptic functions, 328, 341 of elliptic integrals, 303, 314 of functions, 324 primitive, 324 Point-lattice, 323 Poisson's integral for Bessel functions, 14 Polar coordinates, hyperspherical, 233 Polynomials, (see also orthogonal polynomials, classical orthogonal polynomials, Jacobi, Gegenbauer, Legendre, Tchebichef, Laguerre, and Hermite polynomials) harmonic, 237ff. of N. Achyeser, 218 of A.C. Aitken and H.T. Gonin, 224 of Appell, 269 ff. of H. Bateman, 224 of S. Bernstein and G. Szego, 217 of L.V. Charlier, 222, 226ff. of J.P. Gram and H.E.H. Green- leaf, 225 of W. Hahn, 165, 222, 224 of E. Heine, 218 of Hermite and Angelescu, 283 of Hermite and Didon 273 ff. of Hermite-Didon-Appell-Kampe de Feriet, 259 ff. of M. Krawtchouk, 222, 224 ff. of J. Meixner, 222t 225, 221 of F. Pollaczek, 218 ff. of Tchebichef, 222, 223 ff. Primitive periods, 324 Products of Bessel functions, integral representations for, 47 ff. 53ff„ 96 ff., power series for, 10ff. Q Quadratic forms, 283 ff. Quaternions, 255
SUBJECT INDEX 391 Raabe's integrals, 144 Rational curves, 295 Rodrigues' formula, 179 finite difference analogue of, 222 ff. generalized, 164, 169, 175, 193, 276, 279, 285 Scalar product, of functions, 153, 264 of vectors, 232, 273 Schlafli*s integral representations of Bessel functions, 17 Schlafli's polynomials 5 (z), 34 n Schromilch series of Bessel functions, 68ff., 103 ff. generalized, 68 Separation theorems, 162 Sine integrals, 145 ft* generalizations of, 147 Sommerfeld's integral representations, of Bessel functions, 19 ff. Sommerfeld's notation for spherical Bessel functions, 10 Sommerfeld's wave, 125 Sonine's expansion, 43, 64 Sonine-Polya theorem, 205 Sonine's integrals involving Bessel functions, 46 Spherical Bessel functions, 9, 78, 79 expressed in terms of elementary functions, 10, 78, 79 Sommerfeld's notation for, 10, 78, 79 Spherical harmonics, 232 ff. Spherical polynomials, (see Legendre polynomials) Spherical surface harmonics, 240 ff« addition theorem of, 242 ff. completeness of, 241 four-dimensional, 253 ff. generating function of, 248 ff. Maxwell's theory of, 251 ff. orthogonal property of, 240 ff. three-dimensional, 248 ff. transformation of, 256 ff. Stationary phase, method of, 27 ff. Steepest descents, method of, 24 applied to modified Bessel functions of the third kind, 24 ff. Struve's functions, 18, 37R., 47, 68 ff., 74, 89, 99, 103 integrals involving, 98 Tchebichef polynomials, 183 ff. differential equations for, 185 differentiation formulas for, 185, 186 expressed as hypergeometric functions, 186 generating functions, of, 186 recurrence relations for, 185 Rodrigues' formulas for, 185 Theta functions, 354ff. (see also elliptic functions) expression of elliptic functions and integrals in terms of, 360 ff. Hermite's, 360 of zero argument, 359 transformations of, 368 ff. Transformation, Landen's, see elliptic functions, elliptic integrals of elliptic functions and integrals, see elliptic functions, elliptic integrals unimodular, 324 Truncated exponential series, 136 ff. connection with incomplete gamma functions, 136 U Ultraspherical polynomials, (see Gegenbauer polynomials) Unicursal algebraic curves, 295, 327 Uniformizing variable, 295, 338 Unimodular transformation, 324, 366
392 SPECIAL FUNCTIONS W Watson's formulas for Bessel functions of large order and variable, 29, 89 Weber and Schafheitlin, discontinuous integral of, 51 ff. Weber - Hermite function, (see also parabolic cylinder function) differential equation for, 116 Weber's function E (z), 35 ff., 84, 103 Weierstrass' elliptic functions, (see elliptic functions, Weierstrass') Weierstrass' sigma function, 329 ff* (see also elliptic functions) Weierstrass' zeta function, 329 ff. (see also elliptic functions) Weight function, 153
INDEX OF NOTATIONS D complete elliptic integral, 321 am u Jacobi's function, 322 A (t) Airy function, 200 A it), A (t) Airy integrals, 29 A (z) Gegenbauer's polynomial, 34 B bei x, bei x Kelvin's functions, 6 v ber xf ber x Kelvin's functions, 6 B (z) Gegenbauer's polynomial, 34 B complete elliptic integral, 321 C cd u Glaisher's function, 322 en u Jacobi's elliptic function, 322 cs u Glaisher's function, 322 C (x) Fresnel integral, 149 C (xt a) generalized Fresnel integral, 149 C (x) Gegenbauer polynomials, 174 n Chi x modified cosine integral, 146 Ci x cosine integral, 145 C complete elliptic integral, 321 D dc u Glaisher's function, 322 dn u Jacobi's elliptic function, 322 ds u Glaisher's function, 322 D (z) Parabolic cylinder function, 117 E e = p(co ), 330 e (x) Truncated exponential series, 136 E Incomplete elliptic integral of the second kind, 300, 313 E (u) Jacobi's function, 343 E (*), exponential integral, 143 E (x) function used in astrophysics and nuclear physics, 134 E* (x) modified exponential integral, 143 E Appell's polynomials, 271 mn Ei (x) exponential integral, 143 Erf x error function, 147 Erfc x complementary error function, 147 Erfi x modified error function, 147 E, E ' complete elliptic integrals of the second kind, 314, 317 E (z) Weber's function, 35 F F Incomplete elliptic integral of the first kind, 300, 313 F Appell's polynomial, 271 c3 Appell's polynomial, 270 G g , g invariants of Weierstrass' elliptic functions, 299, 305 393
394 SPECIAL FUNCTIONS G (x ,...,# ) Hermite poly- m , ...,m i n' ^ } 1 n nomials of several variables, 285 y Gauss transform, 195 (jr^ multi-dimensional Gauss transform, 289 nV, multi-dimensional Gauss ^ transform, 290 kei x, ker x modified Kelvin v v functions, 6 K (x) function used in astrophysics n and nuclear physics, 134 K (z) modified Bessel function of v the third kind, 5 K, K' complete elliptic integrals of the first kind, 314, 317 H 1 1 h = i+ —+... + — ,8 * 2 ro hei x. her x Kelvin's v v functions, 6 H (x) error function, 147 H (x) Hermite polynomials, 193 n H (z), H (z) Bessel functions V V of the third kind, 4 H & , ... , x ) Hermite m , ..., m 1 7i I n polynomial of several variables, 285 H (z) Struve's function, 37 v I (a) polynomial, 140 n li (re) logarithmic integral, 143 L, L Laplace transformy 46, 191 L (x) Laguerre polynomial, 188 L (z) modified Struve function, 38 N nc u Glaisher's function, 322 nd u Glaisher's function, 322 ns u Glaisher's function, 322 0 0 (z) Neumann's polynomial, 32 I i erfc x repeated integral of error function, 149 I (z) modified Bessel function of the first kind, 5 P {x) Legendre polynomial, 178 Pa'P (x) Jacobi polynomial, 168 p(z) Weierstrass' elliptic function, 323t 328 J(r) absolute invariant, 375 J (z) Bessel function of the first first kind, 4 J (z) cut Bessel function of the v, m first kind, 21 J (z) Anger's function, 35 k modulus of Jacohi's elliptic functions and integrals, 300, 306 177T 0 ._ q = e ,345 q (x) polynomials associated with Jacobi polynomials, 171 Q (x) Legendre function of the n second kind, 180
NOTATIONS 395 Q (x) Legendre function of the second kind on the cut, 181 Q P (x) Jacobi function of the n second kind, 170 R R (z) Lommel's polynomials, 34 s (z) Lommel's function, 40 sc u Glaisher's function, 322 sd u Glaisher's function, 322 si x sine integral, 145 sn u Jacobi's elliptic function, 322 S (x) Fresnel integral, 149 S (x, a) generalized FTesnel integral, 149 S (z) Schlafli's polynomial, 34 S (z) Lommel's function, 40 Shi x modified sine integral, 146 Si x sine integral, 145 T (x) Tchebichef polynomial, 183 U (x) Tchebichef polynomial, 183 U (w, z) Lommel's function of two variables, 42 U (x ,...,# ) polynomials m , ...,m ^1 ' ' n * 7 1 n of Hermite and Didon, 277 V (w, z) Lommel's function of two variables, 42 V (fc ,...,# ) polynomials 771 , ... ,771 1 71 1 n of Hermite and Didon, 274 ff. W W Wronskian, 12 Y (z) Bessel function of the second v kind, 4 Y {6, <£>) spherical surface harmonic, 250 Z (u) Jacobi's function, 343 Z (z) Bessel function, 2, 48 GREEK LETTERS a(x) error function, 147 yidf x) incomplete gamma function, 133 y (a, x) modified incomplete gamma function, 140 y*(at x) modified incomplete gamma function, 133 r(ez, x) complementary incomplete gamma function, 133 A Laplace's operator, 2, 115, 234 l\-jg -27g discriminant, 332 A(<& k\ 317 i/=£(fi>\i/'=£UA 329 77 = £{co ), 330 'a ^ a £(z) Weierstrass* zeta function, 329 Q.(v)9 ... , 6 (v) Theta functions, 355 @ (v) Hermite's theta function, 360 X(r) modular function, 374 II incomplete elliptic integral of the third kind, 301, 313 II complete elliptic integral of the third kind, 317 a{z) Weierstrass' sigma function, 329 a (z) sigma functions, 330 r=co'/co, 328
396 SPECIAL FUNCTIONS CO, a>' periods of Weierstrass* elliptic functions, 328 (ti periods of Weierstrass' elliptic functions, 330 fl (z) Neumann's polynomial, 34 MISCELLANEOUS NOTATIONS arg z argument (or phase) of complex number z Im z imaginary part of complex number z Re z real part of complex number z y Euler-Mascheroni constant (see vol. I, p. 1) d dx d dxk V Bessel's differential operator, 4 v «) at m ! (a) =r(o + /i)/T(o) n (v, m) Hankel's symbol, 10 (y, b) scalar product of vectors, 232, 273 (0, ift) scalar product of functions, 153, 264 HjPII length of vector £, 232 ~ approximate or asymptotic equality, J Cauchy principal value of an integral, r(0+) J loop integral, 15 + oo