Text
                    !•
of the
American Mathematical Society
Number 542
Second- Order Sturm-Liouvllle
Difference Equations
and Orthogonal Polynomials
Alouf Jirari
January 1995 • Volume 113 • Number 542 (second of 4 numbers) • ISSN 0065-9266
American Mathematical Society


Recent Titles in This Series 542 Alouf Jirari, Second-order Sturm-Liouville difference equations and orthogonal polynomials, 1995 541 Peter Cholak, Automorphisms of the lattice of recursively enumerable sets, 1995 540 Vladimir Ya. Lin and Yehuda Pinchover, Manifolds with group actions and elliptic operators, 1994 539 Lynne M. Butler, Subgroup lattices and symmetric functions, 1994 538 P. D. T. A. Elliott, On the correlation of multiplicative and the sum of additive arithmetic functions, 1994 537 I. V. Evstigneev and P. E. Greenwood, Markov fields over countable partially ordered sets: Extrema and splitting, 1994 536 George A. Hagedorn, Molecular propagation through electron energy level crossings, 1994 535 A. L. Levin and D. S. Lubinsky, Christoffel functions and orthogonal polynomials for exponential weights on [-1,1], 1994 534 Svante Janson, Orthogonal decompositions and functional limit theorems for random graph statistics, 1994 533 Rainer Buckdahn, Anticipative Girsanov transformations and Skorohod stochastic differential equations, 1994 532 Hans Plesner Jakobsen, The full set of unitarizable highest weight modules of basic classical Lie superalgebras, 1994 531 Alessandro Figa-Talamanca and Tim Steger, Harmonic analysis for anisotropic random walks on homogeneous trees, 1994 530 Y. S. Han and E. T. Sawyer, Littlewood-Paley theory on spaces of homogeneous type and the classical function spaces, 1994 529 Eric M. Friedlander and Barry Mazur, Filtrations on the homology of algebraic varieties, 1994 528 J. F. Jardine, Higher spinor classes, 1994 527 Giora Dula and Reinhard Schultz, Diagram cohomology and isovariant homotopy theory, 1994 526 Shiro Goto and Koji Nishida, The Cohen-Macaulay and Gorenstein Rees algebras associated to filtrations, 1994 525 Enrique Artal-Bartolo, Forme de Jordan de la monodromie des singularites superisolees de surfaces, 1994 524 Justin R. Smith, Iterating the cobar construction, 1994 523 Mark I. Freidlin and Alexander D. Wentzell, Random perturbations of Hamiltonian systems, 1994 522 Joel D. Pincus and Shaojie Zhou, Principal currents for a pair of unitary operators, 1994 521 K. R. Goodearl and E. S. Letzter, Prime ideals in skew and #-skew polynomial rings, 1994 520 Tom Ilmanen, Elliptic regularization and partial regularity for motion by mean curvature, 1994 519 William M. McGovern, Completely prime maximal ideals and quantization, 1994 518 Rene" A. Carmona and S. A. Molchanov, Parabolic Anderson problem and intermittency, 1994 517 Takashi Shioya, Behavior of distant maximal geodesies in finitely connected complete 2-dimensional Riemannian manifolds, 1994 516 Kevin W. J. Kadell, A proof of the ^-Macdonald-Morris conjecture for BCn, 1994 {Continued in the back of this publication)
This page intentionally left blank
MEMOIRS -LIT A of the American Mathematical Society Number 542 Second-Order Sturm-Liouville Difference Equations and Orthogonal Polynomials Alouf Jirari °<^DED January 1995 • Volume 113 • Number 542 (second of 4 numbers) • ISSN 0065-9266 American Mathematical Society Providence, Rhode Island
1991 Mathematics Subject Classification. Primary 39A10. Library of Congress Cataloging-in-Publication Data Jirari, Alouf, 1965- Second-order Sturm-Liouville difference equations and orthogonal polynomials / Alouf Jirari. p. cm. - (Memoirs of the American Mathematical Society, ISSN 0065-9266; no. 542) Based on the author's thesis (Ph.D.: Pennsylvania State University, 1993). Includes bibliographical references and index. ISBN 0-8218-0359-X 1. Sturm-Liouville equation. 2. Difference equations. 3. Orthogonal polynomials. I. Title. II. Title: 2nd-order Sturm-Liouville difference equations and orthogonal polynomials. III. Series. QA3.A57 no. 542 [QA431] 510s-dc20 [515\.625] 94-35341 CIP Memoirs of the American Mathematical Society This journal is devoted entirely to research in pure and applied mathematics. Subscription information. The 1995 subscription begins with Number 541 and consists of six mailings, each containing one or more numbers. Subscription prices for 1995 are $369 list, $295 institutional member. A late charge of 10% of the subscription price will be imposed on orders received from nonmembers after January 1 of the subscription year. Subscribers outside the United States and India must pay a postage surcharge of $25; subscribers in India must pay a postage surcharge of $43. Expedited delivery to destinations in North America $30; elsewhere $92. Each number may be ordered separately; please specify number when ordering an individual number. For prices and titles of recently released numbers, see the New Publications sections of the Notices of the American Mathematical Society. Back number information. For back issues see the AMS Catalog of Publications. Subscriptions and orders should be addressed to the American Mathematical Society, P. O. Box 5904, Boston, MA 02206-5904. All orders must be accompanied by payment. Other correspondence should be addressed to Box 6248, Providence, RI 02940-6248. Copying and reprinting. Individual readers of this publication, and nonprofit libraries acting for them, are permitted to make fair use of the material, such as to copy a chapter for use in teaching or research. Permission is granted to quote brief passages from this publication in reviews, provided the customary acknowledgement of the source is given. Republication, systematic copying, or multiple reproduction of any material in this publication (including abstracts) is permitted only under license from the American Mathematical Society. Requests for such permission should be addressed to the Manager of Editorial Services, American Mathematical Society, P. O. Box 6248, Providence, RI 02940-6248. Requests can also be made by e-mail to reprint-peraissiontaath. ams. org. The owner consents to copying beyond that permitted by Sections 107 or 108 of the U.S. Copyright Law, provided that a fee of $1.00 plus $.25 per page for each copy be paid directly to the Copyright Clearance Center, Inc., 222 Rosewood Dr., Danvers, MA 01923. When paying this fee please use the code 0065-9266/95 to refer to this publication. This consent does not extend to other kinds of copying, such as copying for general distribution, for advertising or promotion purposes, for creating new collective works, or for resale. Memoirs of the American Mathematical Society is published bimonthly (each volume consisting usually of more than one number) by the American Mathematical Society at 201 Charles Street, Providence, RI 02904-2213. Second-class postage paid at Providence, Rhode Island. Postmaster: Send address changes to Memoirs, American Mathematical Society, P. O. Box 6248, Providence, RI 02940-6248. © Copyright 1995, American Mathematical Society. All rights reserved. Printed in the United States of America. This volume was printed directly from author-prepared copy. @ The paper used in this book is acid-free and falls within the guidelines established to ensure permanence and durability. G> Printed on recycled paper. 10 9 8 7 6 5 4 3 2 1 99 98 97 96 95
Table of Contents Page List of Figures viii Acknowledgements ix Chapter 1. Introduction 1 1.1 The Vibrating String 1 1.2 Network Theory 2 1.3 Random Walk With Discrete Time Process 4 Chapter 2. Regular Sturm-Liouville Problem 7 2.1 Set Up 7 2.2 Preliminary Results 9 2.3 Orthogonality, Eigenfunction Expansion, Spectral Function, and Green's Function 17 Chapter 3. Singular Sturm-Liouville Problem 28 3.1 Definition 28 3.2 CV Circles 28 3.3 Ca' Circles 35 3.4 Existence of Boundary Conditions 38 3.5 Singular Boundary Value Problems 40 3.6 Green's Function 41 3.7 Self-Adjointness 43 3.8 A-Independence of Boundary Conditions 45 3.9 Green's Formulas 50 3.10 Spectral Resolution 53 3.11 Limit-Point and Limit-Circle Tests 70 Chapter 4. Polynomial Solutions 74 V
vi CONTENTS 4.1 Formal Self-Adjointness 74 4.2 Polynomial Solutions 77 4.3 Orthogonality of Eigenfunctions 80 4.4 Eigenfunction Expansion 82 Chapter 5. Polynomial Examples 85 5.1 Classification 85 5.2 Recurrence Relations 92 5.3 Weight Functions and Self-Adjoint Forms 93 5.4 Orthogonality 96 5.5 Evaluation of the ||.||2 99 5.6 Zeros 100 Chapter 6. The Four Representative Examples 101 6.1 The Generalized Tchebyshev Polynomials 101 6.2 The Generalized Laguerre Polynomials 108 6.3 The Krawtchouk Polynomials 115 6.4 The Charlier Polynomials 118 Chapter 7. Left-Definite Spaces 124 7.1 Finite Intervals 124 7.2 Infinite Intervals 133 References 137
Abstract It is the aim of this thesis to investigate singular second-order boundary value problems involving the difference equation V[p(n)A2/(n)] + q(n)y(n) = \w(n)y(n) . Chapter 1 gives some account of problems with a rather physical character, described by this difference equation. Chapter 2 presents a discussion of the Sturm-Liouville boundary value problem on an interval (a, b) where both a and b are "regular" points. Chapter 3 derives self-adjoint difference operators when a and/or b are "singular" points. It also takes up the abstract spectral resolution for such operators. Chapter 4 provides necessary and sufficient conditions for a second-order difference operator to be formally self-adjoint and have orthogonal polynomials as eigenfunctions. Chapter 5 shows that these sets of polynomials fall into four categories. It also surveys their properties, which are familiar in the context of orthogonal polynomials. These four classes of polynomials are then illustrated in Chapter 6 by four representative examples: the generalized Tchebyshev polynomials, the generalized Laguerre polynomials, the Krawtchouk polynomials, and the Charlier polynomials. The closing Chapter 7 is devoted to showing that these polynomials are associated with difference operators which are self-adjoint in a left-definite setting as well. Vll
List of Figures Page 1.1 Vibrating String 2 1.2 LC-Network 3 1.3 Random Walk 4 5.1 Classification Tree 88 viii
A cknowledgement s Throughout my work I have received valuable assistance from a number of individuals. It is a pleasure to express now my warm appreciation to each one for their time and efforts. First, I am truly grateful to Allan M. Krall, for his assistance. I extend my appreciation to David M. Bressoud for his perceptive suggestions, and William L. Harkness and Peter Morris for their helpful comments. Thanks also go to Kathy Wyland for accurately typing the manuscript. MACECE, the Moroccan American Commission for Education and Cultural Exchange, deserves special mention for extending my educational experience in the United States. This experience has been a most enjoyable one, thanks to the direct and constant assistance of the Fulbright program staff at the Amideast office in Washington, D.C. ix
This page intentionally left blank
Chapter 1 Introduction This opening chapter presents Atkinson's three different interpretations of the second-order difference equation (1.0.1) V\p(n)Ay(n)] + q(n)y(n) = Xw(n)y(n) , n = a,..., b, found in Ref. 2, where A is the forward difference operator (A/(n) = f(n + 1) — /(n)), and V is the backward difference operator (A/(n) = /(n) — f(n — 1)). They are different in flavor, ranging from mechanics, to network theory, to probability theory. However, they are all confined to problems which are finite. Moreover, they are all open to extensions, including the infinite discrete case, which illustrate the closeness between discrete and continuous. 1.1 The Vibrating String Consider a weightless string, stretched between two fixed points, executing small harmonic vibrations and bearing a discrete sequence of particles with masses ao, • • •, flm-i- Let — be the distance between an and an+i(n = 0,..., m— 2), and let un be the displacement of the particle an at time t. Suppose further that the string extends to length beyond am-i and beyond a0) and cm-i c_i denote the tension of the string at an by Tr and Tt on the right and the left, respectively (see Figure 1.1). By Newton's second law of dynamics, (1.1.1) a„< =Trsin0r +Ttsm0t. Also, since the particle an does not move horizontally, (1.1.2) TrcosOr =TicosOt = T0. Received by the editor October 19, 1992. 1
2 ALOUF JIRARI 1/C-l 1/Cn.j 1/Cn 1/Cm-l Figure 1.1: Vibrating String On the other hand, (1.1.3) tanfl/ = Cn_i(un - un_i) and tanflr = Cn(un - un+i) , so that, for small oscillations, (1.1.1) and (1.1.3) imply that (1.1.4) an< = -To[cnAun - Cn-iAiin-i] = -ToV(cnAun) . If un = Vnetwt, where yn is the amplitude of oscillation of an, then, from (1.1.4), it follows that -anw2yn = -T0V(cnAyn) • If, in addition, the string is stretched to unit tension; that is, if To = 1, then (1.1.5) V(cnA2/n) = anw2yn , which is of the form of (1.0.1), with p(n) = cn, q(n) = 0, w(n) = an, and A = u;2. Remark 1.1.1 Suppose that Fetwt is applied transversely to the particle qq. The result then is a nonhomogeneous problem described by (1.1.6) V(c0A2/0) = a0w2y0 - F and
STURM-LIOUVILLE DIFFERENCE EQUATIONS (1.1.7) V(cnAj/„) = anu;2yn , n = l,...,m-l. 1.2 Network Theory 1 Consider a cascade of LC circuits with inductance a„, capacitance —, and loop current u„ in the successive meshes (see Figure 1.2). «-. 1At V< <S> • • • V<^= Vc, /MM^ >>-* • • • V tH Figure 1.2: LONetwork 1 . The current in the branch containing — is un — tin+i in the sense of un. cn Assume that un is of the form ynetwt, where yn is a complex constant, and, for the nonhomogeneous problem, assume that a generator in the first mesh supplies a voltage Eeiwt. Then, by Kirchoff's rule, it follows that (1.2.1) E + c-iyo(iw)~l + a0y0iw + c0(y0 - y^iw)-1 = 0 , and, for n = 1,..., m — 1, (1.2.2) cn-i(yn - yn-x^iw)-1 + anyniw + cn(yn - yn+x)(iw)-1 = 0. Note that y_i = ym = 0, so that multiplication by iw in (1.2.1) and (1.2.2) gives V(c0Ay0) = a0w2yo - E
4 ALOUF JIRARI and V(c„Ay„) = anw2yn, n= l,...,m- 1, which are equivalent to (1.1.6) and (1.1.7), respectively. 1.3 Random Walk With Discrete Time Process At time t = 0, a particle is at one of m places 0,1,..., m — 1. At successive instants t = 1,2,..., it can move one place to the right or to the left or can remain fixed. Suppose that the particle is in position n at some t = <o- There is a probability an that it will be in position n -f 1 at to -f 1. There is a probability /?n that it will be in position n— 1 at <o +1, and therefore a probability 1 — an — /3n that it will remain in position n. At the endpoints, the particle is considered lost if it moves to the left of 0 or to the right of m— 1. ft* <*0 Pn an Prn-l Qrn-1 0 n m -1 Figure 1.3: Random Walk If a particle starting initially at r is at s when t = n -f 1, then, when t = n, it must have been at s or s — 1 or s -f 1 with respective probabilities 1 — as — /?,, a*-i, ft+i of moving then from these positions to s. Hence, if prs(n) represents the probability of the particle being in position s at time n, starting in position r at t = 0, then
STURM-LIOUVILLE DIFFERENCE EQUATIONS 5 (1.3.1) prs(n + 1) = (1 - as - 0s)prs(n) + aa_ipr>a_i(n) + 0s+ipr,s+i(n). Setting a_i = /?m = 0 to indicate that there is no return from the right of m — 1 or the left of 0, it follows that (1.3.1) is also satisfied for s = 0 and s = m — 1. In addition, pr*(0) = <5ra. So, if P(n) = (pr5(ra))o<r,5<m-i, /-<*o-/?o <*o \ 1 «mr-2 I and E = m x m unit matrix, then (1.3.1) can be written equivalently P(n + l) = P(n)(£ + T). Since P(0) = E, P(n + 1) = (E + T)n. Now, let A be an eigenvalue of T, with associated eigenvector (t/o, • • •, 2/m-i)- Then, At/o = «o(2/i - 2/o) - PoVo , Aj/n = «n(2/n + l ~ 2/n) ~/?n(2/n ~2/n-l) , n=l,...,m-2, At/m-1 = —<*m-l2/m-l — /?m-l(2/m-l — 2/m-2) • If a„ = — and /?„ = ——, then it follows that an an (1.3.2) V(cn Ayn) = a„A2/n , n = 0,..., n - 1 ,
6 ALOUF JIRARI which is equivalent to (1.1.5). Remark 1.3.1 Though the parameters involved are different, the mathematical modelling of the previous three problems led to essentially the same difference equation, V\p(n) Ay(n)] + q(n)y(n) = Xw(n)y(n) , n = a,..., b. More examples can be found in Ref. 1, such as the vibration of a regular atomic chain and a chain containing impurity. What follows is an investigation of boundary value problems involving this difference equation, inspired from the theory already established for second-order differential equations of Sturm-Liouville type.
Chapter 2 Regular Sturm-Liouville Problem In this chapter, the regular Sturm-Liouville problem for difference equations is formulated. Then, preliminary results are presented concerning self-adjoint ness, orthogonality of eigenfunctions, and eigenfunction expansions. 2.1 Set Up Consider the difference equation (2.1.1) p(n)y(n + 1) + p(n - l)y(n - 1) = [Xw(n) + q'(n)]y(n) , n = a,..., 6, where A is a parameter, p(n), qf(n), and w(n) are real numbers subject to w(n) > 0 for n > a, and p(n) > 0 for n > a — 1, and a and b are finite integers with a < b. A few remarks are in order before the problem is stated. Firstly, the change of variables (n) = ti;(n)1/,2t/(n) (2.1.2) (n) = w(n)-1/2q'(n) (n) = w{n)-1/2p(n)w(n + l)"1'2 shows that one could assume without loss of generality w(n) = 1. Secondly, (2.1.1) is a difference equation of Sturm-Liouville type since it can be expressed as (2.1.3) V[p(n)A2/(n)] + q(n)y(n) = \w(n)y(n), n = a,..., 6, where q(n) = p(n) + p(n — 1) — ?'(w). Finally, boundary conditions are needed for a boundary value problem. Notice that boundary conditions of the form 7
8 ALOUF JIRARI c cos ay(a) — sin a(p(a)Vy(a)) = 0 coB0y(b) + sin/?(p(6)Vy(6)) = 0, where 0 < a, f3 < 7r, are equivalent to •<-i)+(St-,),(')=0 •(»-»)+(^-0«W"°- or fty(a) = 0 (y(a-l) + i where h and & are real numbers. In addition, for (2.1.3) together with (2.1.4) to have a nontrivial solution, it is clearly necessary that y(a — 1) / 0. Now, in £2{ayb\w)y the Hilbert space of sequences of complex numbers 2/(a),..., y(b) with the inner product (y, z) = b y] u;(n)2/(n)T(n), let £ be the difference operator given by nzza (,„\(n\ _ V[p(n)Ay(n)] + g(n)y(n) (iy)(n) = — , n = a,..., 6, w(n) set £>L = {2/ € ^2(a, 6; w):£y £ £2(a, 6; ti>), 2/(a - 1) + ft y(a) = 0 and y(6 + 1) + iy(6) = 0}, and define L by setting Ly = ^/ for all y in D^. Definition 2.1.1 The regular Sturm-Liouville problem is the problem of showing, when [a, 6] is of finite length, w(n) and p(n) are finite at a — 1 and 6, and p(n) is nonzero at a — 1 and 6, that L is self-adjoint, classifying the spectrum of L (that is, the set of eigenvalues of L, the values of A for which (2.1.5) Ly=Xy has nontrivial solutions called eigenfunctions), and deriving the spectral resolution of L (an eigenfunction expansion). Remark 2.1.2 —ct Setting y(a — 1) = a ^ 0, which implies that y(a) = —-, and using (2.1.3), it is h easy to see that y(n) is a polynomial of degree (n — a) in A. The eigenvalues of L could then be taken as the solutions of y(b -f 1) + ky(b) = 0, in other words, the roots of a polynomial of degree (6 — a + 1). The objective for the rest of this chapter is to show that, in this case, the spectrum is real and discrete, the eigenfunctions are orthogonal and it is possible to give eigenfunction expansions.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 2.2 Preliminary Results Theorem 2.2.1 L is self-adjoint. The proof relies on the following lemma, otherwise known as Green's formula. Lemma 2.2.2 For any y and z in £2(ai 6; w), (2.2.1) (ty, z) - (y, tz) = p(a - l)[y(a - l)z(a) - y(a)J(a - 1)] -?(»)[»(W+l)-y(l+lW)], .-(7(a), rfa-lWa-l))(; ^ ) (rfj$fl_l) )
10 ALOUF JIRARI Proof of the lemma For y and z in £2(a, b; w), b (*V>*) = X>(*)('y)(*)*(*), n=a b = l]{V[p(n)A2/(n)] + (?(n)t/(n)}J(n), b 6 6 = 5^P(n)y(n + l)*(n) - ^[P(n) +P(n - !) - tf(n)Mn)*(n) 6 + Ylp(n - i)y(n -1)*(*0- n=a Replace the first sum by b Y,P(n ~ l)y(*)*(n - 1) - K<* - l)y(a)«(a - 1) + p(b)y(b + l)z(6), and the last one by b ^2p(n)y(n)J(n + 1) + p(a - l)y(a - l)z(a) - p(b)y(b)-z(b + 1), nz=a so that b b (*y>z) = X^Kn)s/(n)*(n +!) - ]C^n) + p(n "x)" ?(n)Mn)J(n) b + &(* " l)y(n)«(n - 1) +p(a - \)[y{a - l)z(a) - y(a)l(a - 1)] -p(6)[y(6)2(6 + l)-y(6+1)2(6)]. That is, (ly, *> = (y, '*) + p(« - i)[y(« -1)*(«) - y(a)^(a -1)] - P(b)[y(b)-z(b + 1) - y(6 + 1)2(6)]. ■
STURM-LIOUVILLE DIFFERENCE EQUATIONS 11 Proof of the theorem Observe that (! V- -1 1 "♦(srnO' p(a-l) and p(a - 1) / \ p(a - 1) /^± 1 W 1 * p(a - 1) -ft 1 + So by (2.2.1), (£y,z) - (y,£z) equals -1 pW p{b)I ,p(b) P(*>) -1 ft2 -^(a), p(a-l)J(a-l)) p(a " J>. x x U«-i)J A rf^l)V y(a) \ 1 J_ _ft U«-i)»(«-i)/ , / a -1) 1 1 + ~ p(a-l) p(a-l) (z(6 + l), p(6)z(*)) p(6) | 1 P^ VpW/ -ttA /v(* + i)\ 1 p(t) U ,p(6) -l / \p(%(&) • That is, fc2 + 1 (_EL H) ■z(a) -f /ip(a—l)z(a— 1), hz(a) -f z(a—1) ) x ->) Ma) + 2/(a~l) + ■ \p(*)/ /"Zfc \ / 2/(6 + 1) + *#) \ (W)Z{b+1) + p(b)z(b)j ,(6+l) + M6)) ^J/(6 + 1)_p(%(,)J.
12 ALOUF JIRARI For convenience, set a = j , /? = j j M\(u) = hu(a) + u(a — 1), M^u) = — rrw(a) — hp(a — l)u(a — 1), p(a - 1) ^i(ii) = u(6 + 1) + iti(6), JV2(ti) = -£v u(6 + 1) - p(6)u(6). p(6) Then (ty,z)-{v,tz) ..(-B5PJ.1TP5) (^!) + "(-^^) (SO = a (M^)M2(2/) - Aft^)Mi(y)) + /3 (lh(z)N2(y) - Thf/JN^yfj Also, y is in D/, means that Ly = £y and M\{y) = N\(y) = 0. Now, let z be in D/,* where X* is the adjoint of L. Given y in Dl such that y vanishes at a and 6, it follows that (y,L*z) = (Ly,z) = (£y,z) = (y,£z). Therefore, L*z = £z, since y is arbitrary. On the other hand, for y arbitrary in D/,, M\{z) = JVi(z) = 0 by Green's formula. Hence, DL* ={ze l2{a, 6; w) : £z G ^2(a, 6; u>) : z(a-l)+ftz(a) = 0, z(b+l)+kz(b) = 0} and L*z = fo for all z in D/,*. In other words, L is self-adjoint. ■
STURM-LIOUVILLE DIFFERENCE EQUATIONS 13 Theorem 2.2.3 Let y be a solution of Lu = Xu and z a solution of Lu = fiu, both satisfying the condition u(a — 1) + hu(a) = 0. Then, for a < n <b, n (2.2.2) (A - /i)X>0')yO>0) = P(n)[y(n + l)z(n) - y(n)z(n + 1)]. j=a Proof By (2.1.3), V[p(i)Ay(i)] = [Xw(j) - q(j)]y(j) and ^\p(j)Az(j)]=z\pw(j)-q(j)]z(j). Multiplying these equations, respectively, by z(j),—y(j), and adding gives V\p(j)Ay(j)]z(j) - V\p(j)Az(j)]y(j) = (A - p)w(j)vU)*U), or equivalently (2.2.3) p(j)[y(j + l)z(j) - y(j)z(j + 1)] = (A - fi)w(j)y(j)z(j) + p(j - l)[y(j)z(j - 1) - y(j - l)z(j)]. Then n £{p(i)[y(j + i)*(i) - 2/0>(i +1)] - Ki - i)[2/0>0' -1) - y(i - i)*0')]} n = (A-Ai)53w(i)y(iMi). That is, p(n)[2/(n + l)*(n) - y(n)z(n + 1)] - p(a - l)[y(a)z(a - 1) - y(a - l)2(a)] n which reduces to n p(n)[2/(n + l)z(n) - y(n)z(n + 1)] = (A - ^)^w{j)y{3)z{j), j=a thanks to the boundary conditions at a. ■
14 ALOUF JIRARI Corollary 2.2.4 Let y be a solution of Lu = Xu where Im(X) ^ 0, satisfying y(a — 1) + hy(a) = 0. Then, for a < n <b, (2.2.4) E^)|y0)|2=Kn)MfcH^ Proof This is due to the fact that if A is complex and y is a solution of Lu = Xu, then y is a solution of Lu = Aw. The conclusion of (2.2.4) is immediate by setting z = y and /i = A in (2.2.2). ■ Corollary 2.2.5 Let y\ be a solution of Lu = Xu, where Im(X) ^ 0, satisfying yx(a — 1) + hyx(a) = 0. Then, for a < n <b, (2-2.5) X>0'){yA0)}2 [(^2/A(n + 1)J V\(n) - yx(n + 1) (J^yx(n)JJ . = p(n) In particular, for real A, (2.2.6) (^(n + J)) *>*(n) " **(n + X) (^2/A(n)) > °' Proof From Remark 2.1.2, 2/(n) is a polynomial of degree (n — a) in A. Fixing A in (2.2.2), dividing by (A — /i), and letting /i approach A gives wOHlfcO)}' = limp(n)—^ *-*^ ^ *, = p(n)y*(w+*) (&**(")) - »*(") (&**("+*» by l'Hopital's rule. This proves (2.2.5). If now A is real, (2.2.6) is true since p(n) > 0 for a < n < b. ■
STURM-LIOUVILLE DIFFERENCE EQUATIONS 15 Theorem 2.2.6 Ifyx is a solution of Lu = Xu, satisfying yx(a — 1) + hyx(a) = 0, the polynomial (2.2.7) V\(n) + kyx(n-l) has exactly (n — a) real and simple zeros. Proof Suppose (2.2.7) has a complex zero A. Then A is also a zero of (2.2.7). Multiplying yx(n) + k yx(n - 1) = 0 by y^(n - 1), multiplying Vx(n) + kyj(n - 1) = 0 by —yx(n — 1), and adding yields y\(n)Vx(n " !) " Vx(n)y\(n " 1) = 0, or equivalently yx(n)yx(n - 1) - yx(n)yx(n - 1) = 0. n —1 2 Then, Im[yA(n)yA(n - 1)] = 0. But, £>(j){y(j)}2 > |2/(a)|2 = (J) > 0 according to Remark 2.1.2. This clearly contradicts (2.2.4). For this reason, the zeros of (2.2.7) must be real. Analogously, suppose (2.2.7) has a multiple zero A. Then, yx(n)+kyx(n — 1) = 0 and —-2/A(rc) + &-—-yx(n — 1) = 0. Multiplying these equations by —-yx(n — 1) dX d\ dX and —yx(n — 1), respectively, then adding gives lfc(n) f ^lfc(n " !)) " \7\yx(nn yx(n " X) = °' thus contradicting (2.2.6) (note that A is real). Consequently, the zeros of (2.2.6) must be simple. Finally, the fact that (2.2.7) is a polynomial of degree (n — a) in A insures that it has exactly (n — a) zeros. ■ Corollary 2.2.7 Ify is a solution of Lu = Xu satisfying the boundary conditions (2.1.4)f then y is real. Proof The boundary condition y(b + 1) + ky(b) = 0 yields (6 — a + 1) real distinct eigenvalues A. This forces y to be real since, as a function of A, y is a sequence of polynomials with real coefficients. ■
16 ALOUF JIRARI Theorem 2.2.8 (Wronskian-Type Identity) Let y and z be solutions of Lu = Xu. Then, for a < n <b, W\y, z](n) = p(n - l)[y(n)Az(n - 1) - z(n)Ay(n - 1)], = -p(n - l)[y(n)z(n - 1) - y(n - l)z(n)] is constant (in particular equal to W[y, z\{a)). Proof Setting A = /i in (2.2.3), it follows that A{p(n - l)[y(n)Az(n - 1) - z(n)Ay(n - 1)]} = 0. Therefore, for every n = a,..., 6, p(n-l)[y(n)Az(n-l)-z(n)Ay(n-l)] = p(a-l)[y(a)Az(a-l)-z(a)Ay(a-l)] and W\y,z](n) = W\y,z](a). M These results constitute the background necessary for the characteristic properties developed in the next section.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 17 2.3 Orthogonality, Eigenfunction Expansion, Spectral Function,and Green's Function Theorem 2.3.1 (Orthogonality) Let Ao,...,A&_a be the (b — a + 1) real eigenvalues of (2.1.3) and (2.1.4). Let 2/o(rc),.. .,2/6_a(n) be their associated eigenfunctions, respectively. Then yo(n),..., yb-a(n) are orthogonal in the sense that (2.3.1) (2/,(n), yj(n)) = Mj , 0 < i, j < 6 - a, vv/jere (2.3.2) w = ||2/,(n)||2 = p(b)yi(b){±yi(b + 1)4- *^w(6)} . Proof It is broken into two cases: 1) i*j: (2.2.2) for n = b, A = Aj, y = 2/,(n), /i = Ay, and z = j/j(n) reads (^ " A;)5>(*)l*(*)yi(*) = *<*)[»(* + l)»W-w(%(Hl)]. Also, by (2.1.4), yt(fr+l)+Jbyt-(fr) = 0 and Vj(b+l)+kyj(b) = 0 which, combined, imply that Vi(b + l)yj(b)-iH(b)yj(b+l) = 0. This can be accomplished by multiplication of the two equations by yj (b) and b —y%(b), respectively, and addition. Thus, for i ^ j, ^J w(n)yi(n)yj(n) = 0, or nzza equivalently (yi(n),yj(n)) = 0, the reason being that yo(n), • •. , 2/&_a(n) are real sequences (n = a,...,6). 2) i = i: (2.2.5) for n = 6 and A = A, reads £>(»){w(»)}2 = PW [(^»(* + !)) »(») " W(» + 1) Qx»<*))] • Moreover, by (2.1.4), y,-(6+ 1) = ~&2/»(&), so that 6 r d .. . . d Ew(nHwH>2 = i<6)wW ^2/i(6+l) + fc^2/i(6) The next result deals with dual orthogonality, that is the orthogonality of the polynomials y\(n) with respect to the distribution of weights p^}a at the points A,_a, i = a,..., b. For further details on this concept, Ref. 2 is a good reference.
18 ALOUF JIRARI Theorem 2.3.2 (Dual Orthogonality) For a < i, j < b, (2.3.3) ^Ur-a(i)Vr-aU)P7-a = "0')"'«* • Proof According to (2.3.1), for a < r, s < b, Y,W(r)y*-a(r)yt-a(r) = W«-a. This indicates that the (6 — a + 1) vectors ys-a(a),..., ys-a(b), s = a,..., 6, are linearly independent. Therefore, an arbitrary vector u(a),.. .,u(b) may be expressed in the form (2.3.4) U(i) = YyrPr-aVr-aii) , i = d,...,b and so ^tx;(2>(i)2/a_a(2) = 5^ti;(i)y,_fl(i)53»rPria^-a(Oi = Zl^^ia^^COl/r-aW^-aW, r=a »=a = >^tV/9ria/9r-a<Sr That is, (2.3.5) &(«>(0y.-«(0 = ^-
STURM-LIOUVILLE DIFFERENCE EQUATIONS Substitution for vr in (2.3.4) then gives 19 *(0 = J^Prial^-aWE^OXiJyr-aO')! j=a = E,l;y)tiy)2^-flWyr-a(i)Pr-ai j=a = X^c?) $Jfr-a(0yr-aO')Pr-<i Simple identification shows that b u(j) . or equivalently, uU)^2yr-a(i)yr-a(J)Pr-a = **i > 5^1fr-fl(0yr-aO')Pria = WU) ^O"- Theorem 2.3.3 (Eigenfunction Expansion) Ifu(a),..., ti(6) is any sequence in ^2(a, 6; w), then (2.3.6) ti(n) = ^2,viyi-a{n)pi}a , n = a,..., 6, wnere (2.3.7) vt- = (ti(n),yt-_fl(n)) = ^u;(n)ti(n)jfc_fl(n) Parseval's equality also holds. That is, (2-3.8) IMI^EMV-V
20 ALOUF JIRARI Proof Note that (2.3.6) and (2.3.7) are exactly (2.3.4) and (2.3.5) from the previous theorem. The only part remaining to prove is Parseval's equality: H|2=£>(n)Kn)|2 n=a l»'=a ) \j=a J b b ( b \ = Y32viVjPT-aPj±a \ EW(B)*-'(B)W-«(B) f ' i=aj=a Kn=a ) b b = YlYlViv'pi-*pj-*pi-aSi> jby (2-3-1)' %=aj=a = £hv.v Definition 2.3.4 A spectral function is a real-valued, nondecreasing and right-continuous step function, defined for A real, with jumps of amount pj2a a* ^i-a(i = ct,... ,6). For instance, £ PT-a > ^>° A<A;_o<0 is a spectral function. Two important observations are in order here. Remarks 2.3.5 (1) The spectral function defines a Stieltjes measure dp(X) where sets not including any of the A,_a's are of measure 0.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 21 Equalities (2.3.6), (2.3.8) and (2.3.3) can then be restated, respectively, as follows: /oo v(n)yx(n)dp(X), -OO /OO \v(X)fdp(X), -OO and /OO yx(i)yZ(j)dp(\) = w(j)-16ij. -OO (2) In future use, one might desire for convenience to normalize the solutions — 1/2 2/o, • • •, Vb-a] that is, replace yi-a(n)Pi-a by 2/*-a(n)> » = a,. •., 6. In this case, (2.3.6), (2.3.7), (2.3.8), and (2.3.3), respectively, reduce to: b (2.3.12) u(n) = Y^i>j2/,-_a(n), n = 1,..., 6, where b (2.3.13) Vi = (ti(n),2/,_a(n)) = ^w(n)ti(n)2/,_a(n), (2.3.14) IN'= EN2, i=a and (2.3.15) ^yr-a(OPr-aO') = "0T ^i , Cl<iJ<b. Moreover, the spectral function can then be defined as having jumps of amount 1 at A,_a, such as: {J2 H(\-\i-a) , A>0 - J2 H(-\ + \i-a) , A<0 A<A,_o<0 where H is the standard Heaviside function.
22 ALOUF JIRARI Definition 2.3.6 Two sequences y = (y(a),..., y(b)) and z = (z(a),..., z(b)) are linearly independent if whenever a2/ + /?z = 0,a = /? = 0. In other words, whenever a2/(n) + Pz(n) = 0 for n = a,...,&, a = /? = 0. y and z are linearly independent otherwise; that is, if one is a constant multiple of the other. Theorem 2.3.7 Let y and z be two solutions of tu = Xu on [a, b]. y and z are linearly dependent on [a, b] if and only ifW[y, z](n), as defined in (2.2.8), is zero for every n in [a, b]. Proof Assume y and z are linearly dependent. If either y or z is identically zero, the conclusion is clear. So assume without loss of generality that neither is identically zero. Then, each is a constant multiple of the other. In particular, y = jz for some constant 7, and for every n = a,..., 6, w[y> zKn) = -p(n - l)[y{n)z{n -!) - y(n - iM*0], = —p(n — l)[jz(n)z(n — 1) — jz(n — l)z(n)], = 0. Conversely, assume W[y> z](n) = 0 for n = a,... ,6. The fact that p(n) ^ 0 on [a, 6] implies that y(n)z(n — 1) — y(n — 1)2(71) = 0 for n = a,..., b. Hence , { = —7 -7 = K, for some constant K. (Note that, if z(n) = z(n) z(n — 1) z(n — 1) = 0, it follows from the difference equation that z is identically zero, which insures the linear dependence of y and z. It is therefore safe to assume without loss of generality that z is not identically zero). The linear independence of y and z is then clear. ■ This chapter will be closed by two theorems concerning the Green's function and some of its properties. Theorem 2.3.8 Let y be a solution of(L — X)u = 0 satisfying the boundary condition y(a — 1) -f hy(a) = 0. Let z be a solution of(L — X)u = 0 satisfying the boundary condition z(b+l) + kz(b) = 0. Ify and z are linearly independent and if X is not an eigenvalue, the solution of (L — X)u = f, where f is a prescribed sequence, is given by b (2.3.16) ti(n) = Y,G(\J,n)w(j)f(j) j=a where
STURM-LIOUVILLE DIFFERENCE EQUATIONS 23 (,,17) oa^»=K!; » v W[y,z](j) is the Green's function. Proof u satisfies (L — X)u = /; that is, (2.3.18) V[p(n)Ati(n)] -f q(n)u(n) = Xw(n)u(n) -f w(n)f(n), n = a,..., 6. In order to determine it, use variation of parameters. Let u(n) = A(n)2/(n) -f £(n)z(n). Then, Ati(n) = A(n)Ay(n) + B(n)Az(n) + 2/(n + l)AA(n) + *(n + l)AJB(n). Set y(n + l)AA(n) + z(n + l)A5(n) = 0, so that p(n)Ati(n) = A(n)[p(n)Ay(n)] -f B(n)\p(n)Az(n)]y and V[p(n)Au(n)] = A(n)V[p(n)Ay(n)] + £(n)V[p(n)A*(n)] +[p(n - 1) Ay(n - 1)]Vi4(n) + |p(n - l)Az(n - l)]VB(n). Substitution in (2.3.18) together with the fact that both y and z satisfy (L—\)u = 0 give |p(n - l)Ay(n - l)]VA(n) + |p(n - l)Az(n - l)]VB(n) = ti;(n)/(n). A system of two equations in A(n) and -B(n) is thus formed: f j/(n + l)AA(n) + z(n + l)A5(n) = 0 | [p(n - l)Ay(n - l)]VA(n) + [p(n - l)Az(n - l)]VB(n) = ti;(n)/(n), n=a, ... ,b. y(n + \)VA{n + 1) + z(n + l)V5(n + 1) = 0
24 ALOUF JIRARI can be substituted for the first equation, making the system: y(n)VA(n) + z{n)VB{n) = 0 , n = a + l,...,6+l \p(n - l)Ay(n - l)]Vi(n) + \p(n - l)Az(n - 1)] x V5(n) = u;(n)/(n) , n = a, ...,6. Setting u;(a — 1) = tx;(6 -f 1) = 0, one can see that both equations hold for n = a— 1,..., 6 -f 1. Now, by Cramer's rule, V4(n) = ; // V / \ ' and V5(n) = v " v } v ' W[y,z](n) WTy,*](n) (Note that W[y, z](n) is nonzero for every n by linear independence of y and z.) Hence, A(n) = A(n+1)+ £ 6+1 »WM) B(n) = 5(a_1)+ £ yOWW) j=n+l wfo^Ki) i^li ^IMO') ' and ti(n) = H-i J/(n)+ B(a-1)+J2 w(j)f(j)z(j) Now, for u to satisfy the boundary condition u(a — 1) + /iw(a) = 0, *(»)• [j/(a -1)4- &y(a)]+B(a-l) [z(a - 1) + &z(a)] = 0 must hold. So, due to the fact that y(a — l)-f hy(a) = 0, B(a — 1) = 0. Otherwise, W[2/, z](a) = 0. By similar argument, it is possible to show that for u to satisfy the boundary condition ti(6-f l)-f ku(b) = 0, A(6-f 1) = 0 must hold. As a result, u(n) = or equivalently, w(j)f(j)z(j) itLi wh>*W) z(n) + b+i j=n+l W[y,z](j) y(n) <n) = Y^G{\,j,n)w(j)f(j) j=a
STURM-LIOUVILLE DIFFERENCE EQUATIONS 25 where G(\,j,n) = W[y,z](j) y(n)z(j) W[y,z](j) a < j < n <b a < n < j <b. Theorem 2.3.9 (1) G(Xyjy n) is symmetric. (2) G(X,j, n) satisfies (2.1.3) in both variables j and n, with a nonhomogeneous term when j = n. (3) G(Xyj, n) satisfies the boundary conditions of (2.1.4) in the sense that G(A, a - 1, n) -f hG{Xy a, n) = 0 , G(A, b -f 1, n) -f *G(A, 6, n)= 0, and G(A,j,a-l) + /iG(A,j,a) = 0 , G(A, j,&+ 1) + kG(Xyjyb) = 0. Proof (1) That G(A,i,n) = G(A,n, j) is obvious from (2.3.17).
26 ALOUF JIRARI (2) (L — X)u = / can be written in the matrix form M r u(a) u(a + 1) u(b) w(a)f(a) w(a + l)/(a + 1) w(b)f(b) where M -[Xw(a)+p(a)+(l+h)p(a-l)-q(a)] p(a) p(a) -[Xw(a+l)+p(a+l)+p(a)-q(a+l)] p(a+l) p(n - 1) - [Xw(n) + p{n) + p(n - 1) - q(n)] p(n) p(b-2) -{Xw(b-l)+p(b-l)+p(b-2)-q(b-l)} p(b-l) p(b-l) - [Xw(b) + (1 + k)p(b) + p(b - 1) - q(b)\ If A is not an eigenvalue, the matrix M is invertible and its inverse is a matrix G with entries G(\>j, n). Therefore, from MG = GM = /, it follows that (2.3.19) p(j - l)G(X,j - 1, n) - [Xw(j) + p(j) + p(j - 1) - q(j)]G(X,j, n) +p(j)G(X,j+l,n) = 6jn, which indicates that (2.1.3) holds for the variable j. Interchanging j and n gives p(n - 1)G(X, n-l,j)- [Xw(n) + p(n) + p(n - 1) - q(n)]G(X, n, j) +p(n)G(X,n+l,j) = 6jn. This can be written, using the symmetry, as
STURM-LIOUVILLE DIFFERENCE EQUATIONS 27 p(n - 1)G(XJ - 1, n) - [Xw(n) + p(n) + p(n - 1) - q(n)]G(XJ, n) +p(n)G(A,j + l,n) = <5in, which shows that (2.1.3) also holds for the variable n. (3) (2.3.19) for;* = a reads p(a - 1)G(A, a - 1, n) - [Au;(a) -f p(a) + p(a - 1) - q(a)]G(X, a, n) +p(a)G(A,a+l,n) = <5an. But, from the actual form of the first row of M, -[Xw(a) -f p(a) + (1 -f /i)p(a - 1) - ?(a)]G(A, a, n) + p(a)G(A, a + 1, n) = «an. For the two expressions to agree, it must be true that G(A, a - 1, n) -f /iG(A, a, n) = 0. By similar argument, it follows that G(A,6+ l,n) + JbG(A,6,n) = 0. Finally, using symmetry, it is easy to see that similar boundary conditions hold for j. ■
Chapter 3 Singular Sturm-Liouville Problem In many of the most interesting examples, the treatment of Chapter 2 fails to apply because the Sturm-Liouville problem is singular. The objective of this chapter is to give an extensive discussion of this situation, which was examined from different points of view in Refs. 1 and 2. The argument is similar to that in the theory of differential equations, which was described early on in Ref. 17 and later on in Ref. 5. 3.1 Definition The Sturm-Liouville problem of Definition 2.1.1 is singular when p(n), q(n) or w(n) become infinite at a — 1 or 6, when p(n) approaches 0 at a — 1 or b, or when the interval [a, b] is infinite in length. This is more general than the definition given in Ref. 2 where a singular problem is ultimately one where b is infinite. In order to cover the problem in its generality, both a and b are assumed to be singular. 3.2 Cb' Circles Consider the interval [e, b'] where a < e < b' < b and let 0\ and 02 be solutions of (2.1.3) satisfying the conditions f eUe) = 0, 0i(e - 1) = "* , (3.2.1) 4 P(c-l) I 02(e) = 1, 02(e-l) = O. Then 0\ and 02 are linearly independent. In fact, for every n, (3.2.2) W[0u02](n) = -p(e - l)[01(e)02(e - 1) - 0i(e - l)02(e)] = -l. Also, the problem of finding the solutions of (2.1.3) satisfying the boundary conditions / y(e-l) = 0 (3'2'3) I y(V + l) + *y(V) = 0. is a regular self-adjoint boundary value problem on [6,6']. Now, for (A) ^ 0, let Vv = 0i+rnb'02 be the solution of (2.1.3) satisfying the b' boundary condition of (3.2.3). Clearly, Vv and 02 must be linearly independent. Otherwise, Vv satisfies both boundary conditions, which forces A to be real. 28
STURM-LIOUVILLE DIFFERENCE EQUATIONS 29 Theorem 3.2.1 (Characteristics of the Cb' Circles) IfIm(X) ^ 0, the solution Vv = 0\ + m&/02 satisfies the V boundary condition of (3.2.3) if and only ifrnb' lies on a circle Cb' in the complex plane whose equation is (3.2.4) W[^M(b'+ 1) = 0, with radius (3.2.5) iv HWfMaK&' + l)!"1, and center (3.2.6) f^ = -M^ . Proof Since i/>bi(b' + l) + k Vv(&') = 0, k = - / * K But k is real, and so k-k = 0; V>b'(o') that is, xl>h'{b' + l)lM&') - Vv(&' + l)Vv(&') = 0, which is equivalent to (3.2.4). This is the equation of a circle because i^b'{b' + 1) + k ipb'(bf) = 0 is equivalent gi(y + i) + *gi(y) m*' w + i) + ko2(vy which describes a circle Cb' in the complex plane as k varies. What are its center and radius? Using the definition of Vv, (3.2.4) can be written in the expanded form (3.2.7) \mbi\2W[e2M^ + l) + rnb'W[e2ie1](b,+ 1) +rnhiW[0u02](b' + 1) + WVuOW + 1) = 0. Moreover, if one sets m&/ = u + iv, W[O2i02](b'+l) = 2iAy -W[02,01](b'+l) = B + iC , which implies and W^W+l^B-iC, Wr[ffi,?i](6/+l) = 2iD.
30 ALOUF JIRARI Then (3.2.7) becomes (2i A){u2 + v2) - (u + iv)(B + iC) + (u- iv)(B -%C) + 2iD = 0 or „ 2 C 2 B D n A A A By completing the squares, it follows that 2 / „N2 B2 + C2-AAD (-£) +(-s) ■ 442 It is easy to see then that Cj» has center ~ , = C + iB _ (B-»C) _ W[tfi,g2](y + 1) "**' ~ 2A ~ 2iA ~ W[02,02](b'+ 1) and radius \B2 + C2-4AD n> = \A2 1/2 = \(B + iC)(B -iC) + (2iA)(2i D)\L/' \2iA\~1. i/Zio; 41-1 But (B + iC)(B -iC) + (2iA)(2iD) = -W[02,0i](b'+ l)W[0i,02](b'+ 1) , + W[02,Oi](b'+ 1)W[0!,0i}(V+ 1) , = W\0u~02]{b' + \)W[0u02]{b' + \) , = W^i,h](e)W[$lt02](e) , by Theorem 2.2.8, = 1, by (3.2.2). Therefore, rb, = \W[02,02}(b'+l)\ \ ■ The following theorem is in order before the nesting property of the CV circles is established.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 31 Theorem 3.2.2 nib' is inside or on Cv if and only if 2 s Im(my) (3.2.8) 5>(»)IM»)la * "^ Proof From (3.2.4) and (3.2.7), it is immediate that mj,< is inside or on CV if and only if (3.2.9) W[^M(b' + l)< K ' w[e2,e2](b' + i) ~ On the other hand, using (2.2.3) for y and z solutions of (2.1.3) and summing from e to b', it follows that b' W[y,J](b' + 1) = W[y,J](e) + 2tIm(A)^u;(n) y(n)J(n). n=e In particular, b' W[02,02](b'+ 1) = O + 2rtm(A)^™(n)|02(n)|2 = 2%A , n=e b' W[0l902](b' + 1) = -1 + 2rtm(A)^™(n)01(n)02(n) = B-iC , n=e which implies &' W[*2, W + 1) = 1 + 2iIm(A)]Ttx;(n)01(n)02(n) = -(£ + iC), n=e and finally, &' W[0i,0i](b'+1) = 0 + 2iIm(A)^tx;(n)|^1(n)|2 = 2iD . n=e As a result, using the right-hand side of (3.2.7), _ b' W[i>h.M(b' + 1) = m6/ - m6/ + 2flm(A)2ti;(n)|^#(n)|2 .
32 ALOUF JIRARI Substitution in (3.2.9) then shows that m&/ is inside or on CV if and only if b' mil — rnp + 2fIm(A) Yj w(n)\xpb'(n)\2 p-^ *°. 2iIm(A)£>(n)|02(n)|2 n=e which is equivalent to (3.2.8). ■ Remark 3.2.3 From the previous calculations, it also follows that CV has center and radius, respectively, b' 1 - 2iIm(A) ^2w(n)01(n)02(n) (3.2.10) mh, = ^ b 2iIm(A)^™(n)|02(n)|2 and I b' (3.2.11) r6* = ~ b' 2rtm(A)^™(n)|02(n)f Also, from (3.2.8), it is easy to see that Im(m&/) and Im(A) have opposite signs. Theorem 3.2.4 (Nesting Property of the Cb' Circles) If b" < V < b, then Cb" contains Cb' in its interior. Proof From Theorem 3.2.3, m^ is inside or on Cb' if and only if If b" <b' <b, then h" h' £>(») |M«)|2 < !>(») l^'(")|2 ^ JjSw ' n=e n=e ^ '
STURM-LIOUVILLE DIFFERENCE EQUATIONS 33 and so m&/ is inside or on Cb" as well. Therefore, the CV circles are nested. ■ Remarks 3.2.5 In a discrete setting such as this one, lim /(n) is simply /(no) if no is finite, n-*no but it is lim /(n) if no is infinite. n—*-oo Now, as V—►&, the Cb' circles contract to a "limit-point" or a "limit-circle". fr T / \ Let rrib be in the limit and let ^6 = ^1+^6^2- Then J^ti;(n)|^&(n)| <— , n=e ^ ' and so V>6 is in l2(e, b; w). If the Cb' circles converge to a circle, its radius has to be strictly positive. By b (3.2.11), this means that 2^ w(n)\^2(n)\2 < °°- Both xfrb and 02, and therefore n=e all solutions of lu = Xu, are in l2(e, b; w). If the Cb' circles converge to a point, the radius r&/ approaches 0 as b' ap- b proaches b. This means that YJ w(n)|#2(rc)|2 diverges, making V>6 the only n=c linearly independent solution in l2(e,b;w). Moreover, m&/ approaches rrib independently of k. In particular, by setting k = 0, it follows that (3.2.12) mt = -lim ^%±^- . Definition 3.2.6 The limit-point case (abbreviated LP) holds at b when the Cb' circles contract to a point. Then only one solution of lu = Xu is in £2(e, b; w). The limit-circle case (abbreviated LC) holds at b when the Cb' circles contract to a circle. Then every solution of lu =■ Xu is in £2(e, b; w). Theorem 3.2.7 (LC Independence of A) Once the limit-circle case holds at b for some value A, it holds for any value /i, real or complex. Proof Suppose that for some A every solution of lu = Xu is in l2(eyb;w) and let /i represent any number, real or complex. Let y and z be two linearly independent solutions of lu = pu and let us show that both y and z are in l2(ey b; w). UA(j) = W[y,02](j) and B(j) = W[y,0i](./). Then, by (2.2.3), (3.2.13) -A(j + 1) + A(j) = (A - fi)w(j)y(j)02 (j)
34 ALOUF JIRARI and (3.2.14) -B(j + 1) + B(j) = (A - ii)w(j)vU)0i 0) • Multiplication of (3.2.13) and (3.2.14) by 9\{j) and ^0), respectively, gives [-A(j + 1) + A(j)]0iV) = [-B(j + 1) + B(j)]fl2(i), or equivalently B(j)02(j) - AiWiJ) = B(j + l)02(j) - A(j + 1)0!(j) , = w[y, W +1)^2(i) - w[y, e2](j + l)^i(i), = W[62,01](j + l)y(j), = -W[0u02](j+l)y(j), = -W[0U 02](e)y(j) , by Theorem 2.2.8 , = y(j). by (3.2.2). As a result, (3.2.13) and (3.2.14) can be written, respectively, (3.2.15) A(j + 1) - A(j) = (A - ii)w(j)[AU)OiU) ~ B{j)62{j))e2(j) and (3.2.16) B(j + 1) - B(j) = (A - /i)w(j)[AU)6iU) - B(j)e2{j))e,(j). It remains to show that the solutions A and B of these difference equations are uniformly bounded as j —*• b. For, then, there exists a constant c, independent of j, such that \y(j)\ < c|#i(j)| + c|02(.?)|- Therefore, y is also in £2(e,b;w). By a similar argument, it can be shown that z is in £2(e,b;w). Consequently, the limit circle case at b holds for /i. Now, to prove the uniform boundedness of A and B, it is convenient to combine (3.2.15) and (3.2.16) into the matrix equation (3.2.17) (£) (j + 1) - Q) (j) = (A - n)H{j) {^j (j)
STURM-LIOUVILLE DIFFERENCE EQUATIONS 35 where 'wUWiVMV) -y(JWUi) vUWKj) -wWiUfaU) )■ m = ( Regardless of the norm used, it will always be true that IO+i>M(£H+|(2)«+i>-(*)« and so = [l + |A-/i|||^(j)||]JQ)(i) (b)°'+1)||-( A [1 -H IA - ^lll^(«)li]^ || (^) (e + 1) \n=e+l Since 2^ wOOI^iO)!2 < oo and 2^ w(j)|02(.;)|2 < oo, by Schwartz's inequal- j=e j=e b b ity, ^2w(j)\0!(j)\ \62(j)\ < oo. Consequently, |A - p\ ^ \\H(n)\\ < oo and j=e JJ [l + |A — /i| ||i7(n)||] converges as j —* b. This means that f J — «_L1 II \ / (j)\\ has n=e+l " a fixed upper bound, or equivalently, that A(j) and B(j) are uniformly bounded as j —* 6. The proof of the theorem is thus complete. ■ 3.3 Ca' Circles In this section, the calculations are similar, if not identical, to the ones performed in the previous section. To avoid repetition, only the results will be mentioned, unless there are differences. Consider the interval [a', e — 1] where a < a1 < e — 1<6. The problem of finding the solution of (2.1.3) satisfying the boundary conditions (3.3.1) y(a'-l) + hy(a') = 0 y(e) = 0 is a regular self-adjoint boundary value problem on [a', e —1]. Now, for Im(A) ^ 0, let Vv = Oi-\-mai02 be the solution of (2.1.3) satisfying the a1 boundary condition of (3.3.1). Here again, tf>ai and 6i must be linearly independent. Otherwise, Vv satisfies both boundary conditions, which forces A to be real.
36 ALOUF JIRARI Theorem 3.3.1 (Characterization of the Ca/ Circles) Iflm(X) ^ 0, the solution Vv = #i + ma*02 satisfies the a' boundary condition of (3.3.1) if and only ifmai lies on a circle Ca> in the complex plane whose equation is (3.3.2) W[Vv,<M(a') = 0, with radius (3.3.3) tv = |W[02,02](<Or\ and center w[oud2](*') (3.3.4) ma/ = - Theorem 3.3.2 ma/ is inside or on Ca> if and only if w[o2M(«'Y (3.3.5) g^j^n),^^). Proof ma' is inside or on Ca> if and only if (3.3.6) W^MJa') K ' W[02,02](a') ~ On the other hand, using (2.2.3) for y and z solutions of (2.1.3) and summing from a' to e — 1, it follows that e-1 W\y,z](a') = W\y,z](e) - 2flm(A) £ ti;(n)y(n)z(n) . n=a' In particular, e-1 W[02,02](a') = -2rtm(A) £^n)|02(n)|2, e-1 W%,02](a') = -1 - 2Hm(X)'^2 w(n)0x(n)02(n)9 n=a' e-1 W[02,0i](a') = l-2Hm(X)^2w(n)01(n)02(n)9
STURM-LIOUVILLE DIFFERENCE EQUATIONS 37 and e-1 W[0i,0i](«') = -2flm(A)£ti;(n)|0i(n)|2. Then e-1 ^Vv, Vv](<0 = ma, - ma, -2iIm(A)^tx;(n){|ma/|2|^(n)|2 + ma>O1(n)02(n) + ma,O1(n)$2(n) + \O1(n)\2} , e-1 = 2ilm(ma/) - 2iIm(A) ^u;(n)|^fl/(n)|2. Substitution in (3.3.6) then shows that ma/ is inside or on Ca' if and only if c-l Im(ma/) -Im(A) ^ ti;(n)|^fl/(n)|2 <0, c-l -Im(A) £ u(n)|02(n)|2 which is equivalent to (3.3.5). ■ Remark 3.3.3 From the previous calculations, it also follows that Ca» has center and radius, respectively, c-l 1 + 2iIm(A) Y, ™(nWi(n)Mn) (3.3.7) ma, = 2g -2iIm(A) J3 ^(n)l^(n)|2 n-a' and c-l '-1 (3.3.8) tv 2iIm(A)53«'(n)|02(n)|' Moreover, from (3.3.5), Im(ma/) and Im(A) have identical signs. This together with Remark 3.2.3 implies that mai and m&/ have opposite signs.
38 ALOUF JIRARI Theorem 3.3.4 (Nesting Property of the Ca' Circles) Ifa < a' < a", then Ca" contains Ca' in its interior. Remarks 3.3.5 As a! —► a, the Ca' circles contract to a "limit-point" or a "limit-circle". Let ma be in the limit and let tpa = $i + ma02- Then ^ w(n)\i/>a(n)\2 < ^ * , and n=a ^ ' so V'a is in £2(a, e — 1; iu). If the Caf circles converge to a circle, all solutions of tu = Xu are in £2(a, e — l\w). If the Ca' circles converge to a point, r/>a is the only linearly independent solution in £2(a, e — 1; w). Moreover, the limit point is (3.3.9) ma = -lim fg^|. a'-+a V2\a' — 1) Definition 3.3.6 The limit-point case holds at a when the Ca' circles contract to a point. Then only one solution of lu = Xu is in £2(a, e — 1; w). The limit-circle case holds at a when the Ca' circles contract to a circle. Then every solution of tu = Xu is in I2(a, e — \\w). Theorem 3.3.7 Once the limit-circle case holds at a for some value A, it holds for any value /i, real or complex. 3.4 Existence of Boundary Conditions Ref. 18 provides a constructive means of determining a boundary condition at oo for difference equations of limit-circle type, by making use of known solutions of a certain first-order system. This section shows the existence of boundary conditions at both ends, a and 6, in all limit cases. First, the existence of boundary conditions is established at the singular end 6. Then analogous results that follow by similar argument are stated for the singular end a. Let Ao be a complex number (possibly real in limit-circle cases, but with nonzero imaginary part in limit-point cases) and let $2 be a solution of (3.4.1) ty = X0y. Let V>& be a solution of (3.4.1) in £2(e,b;w), a < e < b' < b. Also, suppose Wtyby02] = -1.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 39 Theorem 3.4.1 For all y such that ly = /, where y and f are in £2(e, 6; w), a) lim W[y> 02](b' + 1) exists when b is in the limit-circle case, and b'—*b b) \imW[y, tpb](b' + 1) exists in all limit cases, b* —+b Proof 1) By assumption, (3.4.2) V[p(n) Ay(n)] + q(n)y(n) = w(n)f(n) and (3.4.3) V[p(n)A02(n)] + q(n)02(n) = \0w(n)02(n). It follows from multiplying (3.4.2) by 02(n), (3.4.3) by — 2/(n), and adding that V[p(n)Ay(n)]02(n) - V[p(n)A02(n)]y(n) = ti;(n)/(n)02(n) - \ow(n)02(n)y(n)9 or equivalently, Wfy, h](n) - W[y, 02](n + 1) = w(n)f(n)02(n) - w(n)\o02(n)y(n). Summation from e to b' then gives b' W[yy 02](e) - W[y, 02](b' + 1) = £[-Aoii;(n)y(n)02(n) + u;(n)/(n)tf2(n)]. n=e So W[y, W + 1) = W[y,92](e) + Ao£u;(n)y(n)02(n) - £>(n)/(n)02(")- n=e n=e In the limit-circle case at 6, 02 is in <2(e, 6;u;). Therefore, both sums converge as V -► 6. Thus, lim W[y, 02](6' + 1) exists. 2) Similarly, from V[p(n)Ay(n)] + g(n)t/(n) = iu(n)/(n) and V[p(n)AV»6(n)] + q(n)xpb(n) - \0w(n)xpb(n),
40 ALOUF JIRARI it follows that b' b' W[yy rpb)(b' + 1) = W[y, ifc](e) + A«>X>(n)ih(n)y(n) - $>(n)ih(n)/(n). n=e n=e Since ipb is in ^2(e,6;tx;), both sums converge in all limit cases at 6, as b' —» 6. And so, lim W[y, V^K^' + 1) exists in all limit cases. ■ b'—+b Analogously, let ij)a be the solution of (3.4.1) in £2(a, e — 1; w), a < a' < e < 6, and suppose W[if>a,02] = —1. Then, by copying the argument of Theorem 3.4.1, it is easy to prove the following theorem for the singular end a. Theorem 3.4.2 For all y such that £y = f, where y and f are in £2(a, e — 1; w), a) lim W[y, O^a!) exists when a is in the limit-circle case, and a'—+a b) lim W[y, V'aK0') exists in all limit cases. 3.5 Singular Boundary Value Problems Definition 3.5.1 £2(ay b] w) is the Hilbert space of sequences y(a),..., y(6) with the inner product e-1 b b (3.5.1) (y, z) = ^w(n)t/(n)7(n) + ^Tw(n)y(n)-z(n) = ^ w(n)t/(n)z(n). n=a n=e n=:a Remarks 3.5.2 From Definitions 3.5.1, 3.2.6, and 3.3.6, it follows that £y = Ay, where Im(A) ^ 0, has a) all solutions in £2(ayb\w) when both a and b are in the limit-circle case, b) only one solution in £2(a,b;w) when a is in the limit-circle and b is in the limit-point case, c) only one solution in £2(a, 6; w) when a is in the-limit point case and b is in the limit-circle case, d) or no solution in £2(a,b\ w) when both a and b are in the limit-point case. In fact, in this last case, V>a is the only solution in £2(a, e — 1; w) and fa is the only solution in £2(e,b\w). But ipa is distinct from fa since ma is distinct from nib, as pointed out in Remark 3.3.3. Definition 3.5.3 Let ipa and xpt, be solutions of £y = Ay, with ipa in £2(a, e — 1; w), ipb in £2(e, b\ w), and (3.5.2) W[il>a,il>b] = ma - mb
STURM-LIOUVILLE DIFFERENCE EQUATIONS 41 (since xpa = #i + rna02iipb = #i + mb62 and W[0i,02] = -1). Set DL = J y e £2(a, 6; w) : £y e £2(a, 6; iu), for all A for which ipa is in £2(a, e - 1; u;) , lim W[y, V'aK**') = 0' a'—*a V>& is in £2(e, 6; u;) , lim W[y, rpb](b' + 1) = 0 b'—*b The operator L is defined by setting (/*)(„) = (*,)(«) = Vb(n)Ay(n)]^(nMn)| for all y in D^. 3.6 Green's Function Theorem 3.6.1 Let X be a complex number such that ipa is in £2(a, e — 1; w), ipb is in £2(e, 6; w), and W[rffa, V>&] = rna — ro&. Then X is in the resolvent of L and the solution of (L — X)y = /, where f is a prescribed sequence, is given by (3.6.1) y(n) = £g(A, j, n)w(j)f(j) where J=a ( fpa(j)tpb(n) (3.6.2) G(XJ,n)= { fna — rrib j>a(n)ipb(j) ma — rrib a < j < n <b a < n < j < b . Proof (L — X)y = / means that, for a < j < 6, V[p(i)Ay(i)] + q(j)y(j) = Xw(j)y(j) + w(j)f(j). Variation of parameters must be used to determine y. Following the proof of Theorem 2.3.8, Vti) = A(j)1>a(j) + B(j)il>h(J) >
42 where ALOUF JIRARI Ua(i)Vi4(i) + ^(i)VB(i) = 0> \ \p(j - 1)A^0' - l)]VA(j) + [p(j - l)A^(i " l)]VB(i) = f(i)/(i). for j = a — 1,..., 6 + 1. By Cramer's rule, VA(j) = -W{J)fiJ)MJ) and VB(j) = -™W(^(j) ma — mi Simple summations then show that ™a — Mb A(n) = A(e-l)-±W^f(j]^j) and B(n) = B(e-1)- g "WOW.fr") j=e ma — mi Therefore, (3.6.3) ^_i)^^)/(^0') y(n) = + e-1 j=n + l w(j)f(j)rpa(j) Wla — ™>b j=n + l ma — m& where A(e — 1) and B(e — 1) remain to be determined using the fact that y should satisfy (3.6.4) and (3.6.5) limW[y,tf»](n+l) = 0 n—*b \imW[y^a](n) = 0 . where W[y, ipb](n + 1) = -p(n)[y(n + l)i>b(n) - y(n)i>b(n + 1)] and W[yy ipa] is similarly expressed. Using (3.6.3) to expand y(n + 1) and y(n)> then simplifying give W[y, rl>h](n + 1) = Wtya, ^](« + 1) < A(e - 1) - £ J=C Wla — ™>b )
STURM-LIOUVILLE DIFFERENCE EQUATIONS 43 which forces A(e - 1) to equal ^ w(Mti)M) for (3 g 4) to hold By simiiar calculations, it follows that j=e ma - mb e-l W[y, rpa](n) = Wfya, r/,b](n + 1) I -B(e - 1) + £ *>(j)f(j)il>< j=n ™>a — ™>b lb I e-l Hence B(e - 1) = ^ W^^^^ for (3.6.5) to hold. Substitution in (3.6.3) shows that j=a ™>a — ™>b y(n) j=n + l ™(j)f(j)j>b(j) ™>a — Mb Mn) + j=a *u>U)f(j)il>< 'i) ma — rr ^b{n), or equivalently, »(n) = ^G(A>i>n)u;(y)/(i) j=a where G(\J,n) = il>g(j)j>b(n) Wla — ™lb i>a(n)i>b(j) ma — mi ; a < j < n < b ; a < n < j <b 3.7 Self-Adjoint ness Theorem 3.7.1 The operator L of Definition 3.5.3 is self-adjoint. Proof Let Rf = (L- A)"1/- Then rVg = (L* -J)-Xg and {Rf,g) = {f,R*g). But,
44 ALOUF JIRARI {f,R*g) = y£w(j)f(j)(R*g)(j), = {Rf,g), b = 2>(»)(JJ/)(n)?(n), = I>(") \i2G(\,j,n)w(J)f(j) ) ?(»). by Theorem 3.6.1 = I>(i)/0") (EG(A-j»u;(«)ff(")) • j=a Therefore, or (R*9)U) = £^n)G(A,i,n)£(n), («**)(i) = £>(n)G(A, j, n)g(n) = £>(n)G(A, j, n)«/(n). n=a n=a This jshows that ((Z, - A)"1)* = (L - A)"1, or equivalently ((L - A)*)"1 (L-A)-i. _ Hence L* — A = L — A, which implies that L* = L. ■ Theorem 3.7.2 Tie resolvent operator (L — A)*"1 is a bounded operator and (3.7.1) ll(i-A)"1!) < * IMA)| Proof Let (L — X)y = f and suppose A = a + i /?• Then ((L - A)y, y> = ((L - (a + i/3))y, y) = ((L - a)y, y) - i/3(y, y)
STURM-LIOUVILLE DIFFERENCE EQUATIONS 45 and \{(L-X)y,y)\>m\\yf. This implies that ll(£-A)y|||M|>|/?|||2,||2, or ll(i-A)y||>|/?||M|. Then 11/11 > l/?l IP-A)"1/!!, or equivalently \\(L-X)-lf\\<^; that is, Before moving on to the next section, it is worth mentioning that, in Ref. 19, to characterize all self-adjoint extensions of the minimal closed operator associated with a Jacobi matrix of limit-circle type, boundary conditions are constructed using elements which are solutions of a homogeneous second order difference equation. 3.8 A-Independence of Boundary Conditions The proofs of the next three results are given at the endpoint b only. They carry in virtually the same way for the endpoint a. Theorem 3.8.1 If the limit-point case holds at b (resp. a), then the Wronskian boundary condition (3.8.1) \imW[y,xl>b](b'+l) = 0 (resp. lim W[yy^a}(a') = 0) b'-+b a'—Ki holds automatically for all A such that Im(X) ^ 0.
46 ALOUF JIRARI Proof The general solution of (L-X)y = f is y- yp + <xi/>a + l3tl>b, where b yP(n) = J2G(X,j,n)w(j)f(j). In the limit-point case at 6, rpa is not in £2(e, 6; w). For this reason, y = yP + <*^& and wr[y,^](»/ + i) = wr[*i^K'/ + i). From Theorem 3.6.1, \\m.W[yp>tl)b\{b' + 1) = 0, by construction of the Green's b'~-*b function, so that (3.8.1) holds independently of A. ■ Theorem 3.8.2 Assume the limit-circle case holds at b (resp. a) and let tpb (resp. ipa) be the solution ofiy = A0 y satisfying lim W[y, ^(AoJK&'+l) = 0 (resp. lim W[y, ^a(A0)](a') = 0) for a particular value of \$. Then, lim My, MW + 1) = 0 (resp. lim W[y, V>a(A)](a') = 0), b'-+b a'—* a where ipb(X) (resp. rpa(X)) is the solution ofiy = Ay given by the LP-LC derivation for a given A different from Ao. The proof of this theorem relies on the following lemma, which represents the analogue of Titchmarsh's lemma for the continuous case (see Ref. 17). Lemma 3.8.3 For any fixed Ao and A, (3.8.2) lim W^(Ao), V>&(A)](&' + 1) = 0 (resp. lim W[V>a(A0), ^«(A)](a') = 0). 6'—*b a'—*a Proof of the lemma By construction in 3.2, the functions rpb' satisfy (3.8.3) Vv(Ao, b' + 1) + k Vv(A0,6') = 0
STURM-LIOUVILLE DIFFERENCE EQUATIONS 47 and (3.8.4) Vv(A, b' + l) + k Vv(A, 6') = 0 . If follows from multiplying (3.8.3) by Vv(A,6')> (3.8.4) by -Vv(A0,&')> and adding that Vv(A0, V + l)Vv(A, V) - ^(Ao, &')Vv(A, 6' + 1) = 0, and so (3.8.5) W[Vv(Ao), MA)](*' + 1) = 0. But, since ipv = 0i -f m&/02 = ^i + m^2 + (m&/ — m&)02 = V>& + (™&' — rn&)02, (3.8.5) can be expanded into (3.8.6) W[^(A0),^(A)](6/ + 1) = ^m6,(A)-m6(A))^6(A0^^^ -(m6i(A0) - m6(A0))(m6i(A) - m6(A))W[02(Ao),02(A)](&' + 1). Now, \mbi(X) - mb(X)\ < 2rh, = b' |Im(A)|X>(n)|02(A,n)|2 by (3.2.11), and b' W*(Ao), 02(A)](&' + 1) = W[M*o), 02(A)](e) + (A- A)^ti;(n)^(A0> n)02(A, n), n=e by (2.2.3), so that |(m>-(A) - mhCX))W[MX0),02WW+l)\ < W^f^6^^ |Im(A)|[5>(»)|0a(X,n)|2 \ n = e /»' \1/2/>' _ xl/2 |A - A0| I £ w(n)IV-6(Ao, «)|2 £ «;(n)|tf2(A, n)|2 + \2f! / \"=e |Im(A)|[5>(n)|0a(X,»)|a
48 ALOUF JIRARI Similarly, |(mt,(Ao)-m6(A0))^2(Ao)>^(A)](6'+l)|< W[fr(Ao),,fafl)](c) \lm(\o)\(jrw(n)\02(\o,n)f in = e {»' Y'2(b' _ ^1/2 |A - Aol MT »(n)l^(Ao, n)|2 ) ( £ t»(n)|^(A, n)|2 + \2f! |Im(Ao)|(i>(n)|02(AO)n)|2 and |(m»,(A0) - m6(A0))(mM(A) - mt(A))W[02(Ao), 02(A)](6' + 1)| < W[02(\0),02(\)](e) |Im(A)||Im(A0)| [X>(n)|02(Ao,n)|2 J I £>(n)|02(A,n)|2 |A-Ao| lJ2w(n)\e2(X0,n)\A f 5>(n)|02(A,n)|2 j |Im(A)||Im(A0)| [£ tx,(n)|02(AO)n)|2 ] (£ w(n)\62(\,n)f On the other hand, W[02,#2] = 0» and ^ *s possible to assume W[^&,02] = 1 since 62 and tpb are linearly independent. All that remains to do now is use the triangle inequality in (3.8.6) to draw a conclusion. In the limit-circle case at 6, all the solutions are in £2(e> b; w) but all the factors of the form (m&/ — ra&) approach 0 as b1 approaches 6. (3.8.2) then follows. /»' \ In the limit-point case at 6, only I 2_\ iy(n)l^,&(n)|2 J converges as V —► 6, \n=e / leading to the same conclusion. ■ Proof of the theorem
STURM-LIOUVILLE DIFFERENCE EQUATIONS 49 If y is in Dl, then for Ao fixed, by Theorem 3.6.1, the solution of (L — Ao)y = / satisfies (3.8.7) y(n) - I ^ —— 1 ^(A0,n) + {±WU)f(J)MX0'J)\M^n) I *-** rna — rrih ' \J=a and (3.8.8) *» + 1) = ( £ ^-)/0>*(Ao,i) I ^ (A „ + 1} For this reason, Wfo, V»(A)](n + 1) = -p(n)[y(n + 1)V-»(A, n) - y(n)^(A, n + 1)] , = j £ M;W(A0,i) | ^a(Ao)>^(A)](n + 1) + I E"0')/0>a(A0,i) ) W*(Ao),MA)](n + 1) • As n —► 6, the first sum reduces to 0 (two terms for n = 6 — 2, one term for n = b — 1, no term for n = b). Also, as n —► 6, the second sum exists and \imW[M\0), ^&(A)](n+l) = 0 by the lemma. Hence limW^, ^6(A)](n+l) = 0. n-*b n—*6
50 ALOUF JIRARI 3.9 Green's Formulas Theorem 3.9.1 Let y and z satisfy Ly = / and Lz = g, together with the boundary conditions at a and b. a) If lim W[yy 4>a](a') = lim W[z, iM(a') = 0, then lim W\y,z](a') = 0. b) lflimV[y>^](6/ + l)fl=rHmW'[z>^](6/ + l) = O^then KmW\y,J](V + l) = b'—+b b'—*b b'—+b 0. Proof By Green's formula, 0 = {Ly, z) - (y, Lz) = - lim My,7](6' + 1) + lim W[y,l]{a'). b —*b a'—>a If y and z are modified so they vanish as a' —► a or b' —► 6, then W[y, 2] = 0 at the other end. ■
STURM-LIOUVILLE DIFFERENCE EQUATIONS 51 Remark 3.9.2 The independence of boundary conditions on A can be used to replace z by ~z in Theorem 3.9.1. The conclusion is then that lim W\y, z){a') = 0 and lim W[yy z](b' + 1) = 0. a'—*a b'—+b The following shows the variations of Green's formula, b' (3.9.1) £ [z(n)(£y)(n) - {Tz){n)y{n)}w{n) = -W[y,J](b' + 1) + W\y,z](a'), n=a' in the four possible limiting cases as a! —► a and b' —► 6. 1) If the limit-point case holds at both a and 6, the right-hand side of (3.9.1) vanishes as a1 —* a and b' —* 6, reducing (3.9.1) to (3.9.2) £>(n)(4/)(") " (EX")*")] = °- n = a 2) If the limit-circle case holds at a but the limit-point case holds at 6, then lim W[j/,7](&' + 1) = 0. On the other hand, since the limit-circle case holds at b'—*b a, 0\ and 02 are both in £2(a, e — 1; w) for all A, in particular for A = 0. Also, 0\ and 02 can be assumed real-valued. Finally, observe that where (0 -A __fp(n-1)01 (n) p(n-l)02(n)\(O -l\ \1 0J~ V -*i(n-l) -02(ni) Al 0/ /p(n-l)^(n) -0!(n-l)\ XVp(n-l)02(») -02(n-l)J ' so that -WM(») = (W[zA](n),W[z,(>2](n)) (j „*) (%£]$)
52 ALOUF JIRARI Therefore, (3.9.1) can be written b (3.9.3) ^[z(n)(£y)(n)-(^)(n)y(n)]w(n) = n=a / \/0 -1\ /limW[y,0i](a')\ (^w%w),^w%<wj)(; ;) [^w[yM{al)), where all these limits are known to exist. 3) If the limit-point case holds at a but the limit-circle case holds at 6, lim W[2/,7](a/) = 0. An argument similar to that in the previous case shows a'-*a that (3.9.1) changes to b (3.9.4) X>(")(4/)(") " (Tz){n)y{n)}w{n) = n=a ( \ /0 -1\ /lim^fo.W'+l) -(Um^^ + l^lim^^ + l)) (I Q ) (jg^W'+l) 4) If the limit-circle case holds at both a and 6, then a combination of cases 2) and 3) can be used. In fact, for a < a! < e < b* < 6, (3.9.1) is equivalent to b' _ EW(/y)(n)-(/z)(n)y(n)] = n=a' -W[y,l]{b' + 1) + W[y,J](e) - W[y,J){e) + W[y,l](a'). Also, note that, in this case, 6\ and 02 are in both £2(a,e— 1; u>) and £2(e, b]w). Therefore, from (3.9.1), using (3.9.3) and (3.9.4), it follows that
STURM-LIOUVILLE DIFFERENCE EQUATIONS 53 b (3.9.5) ]T>(")(4/)(") " (E){n)jf(n)]w{n) = nz=a ( \ /o -i\ /limwMiKV + m - (jm^,*](* + 1), lirn ^, *](* + 1)) (? ^) (^gf^^(y + J} j + (i™^^1](6' + l)>iim^^2](a0) (J V) ()§ limPy[y,^1](a')> li^V[y,02](a') and J "(J o1)- Then (3.9.5) shortens to b (3.9.6) £ [*(»)('»)(») " (E)(n)y(n)Mn) = n=a («.(»)••*(•)•)(J -,) (SS») ■ where * represents the conjugate transpose. 3.10 Spectral Resolution This section takes up the spectral resolution of L in the sense of linear operators in a Hilbert space. From classical Hilbert space theory (see for instance Ref. 9), it is known that a self-adjoint operator L with domain Dl in a Hilbert space H can be written as /oo \EL{dX) . -OO ElW i —oo < A < oo, is a collection of projections, which are strong limits of the Cayley transform of L, satisfying (1) EL{\) < EL{p) when A < /i,
54 ALOUF JIRARI (2) El{X) —► 0, the zero operator, when A —► —oo, (3) #l(A) —► J, the identity operator, when A —► +oo, (4) #l(A) is continuous from above. The section essentially follows Levinson's treatment of the differential case, which can be found in Ref. 5. If (yk(n))k are the eigenfunctions of the boundary value problem on (a'yb')y then, for every k, there exists complex numbers s* and tk such that (3.10.1) yk(n) = **0i(n,A*) +t*02(n, A*) , where #i(n, A*) and 02(n, Xk) are the solutions of £y = Ajty, satisfying conditions (3.2.1). Definition 3.10.1 P(a',b')(^) is the 2x2 matrix-valued function given by (3.10.2) /V,M)(A) = C y, Rl > A>0 0<At<A - J2 Rl , A<0 V A<Afc<0 where, for every ky d2 _ fs*S* $ktk\ k~ UkSk tktkj
STURM-LIOUVILLE DIFFERENCE EQUATIONS 55 Remark 3.10.2 From (3.10.2), it follows that P(a',6')(A) is a real-valued and right-continuous step function, defined for A real, with jumps of amount Rl at A*. Also, P(a/,6/)W(^+) = 0. Theorem 3.10.3 There exists a nondecreasing 2x2 matrix-valued function />(A), deRned on (—oo, oo), sa tisfying p(0+) = 0 and, for A > fi, p(X) - p(n) = Jim (p(a',6')(A) " P(*',b')(l*)) • Proof By Theorem 2.3.8, if one uses the solutions Vv of Section 3.2 and Vv of Section 3.3, it follows that the Green's function is given by G(a>yb')(*>j>n) = *l>a'U)il>b'(n) . v I ma/(A)-m6/(A) ; ol < j < n < b' i>a>(n)ipb'(j) raa/(A) — m&/(A) If j = 6 and A = Aq (with Im(Ao) ^ 0), this becomes ; a' <n<j <b' . (3.10.3) Hi(n) = { raa/(A)Vv(n) ™>a'{ty ~~ rn&/(A) m6/(A)Vy(n) I ma/(A) — rrib'(X) e < n <bf a' < n < e Also, note that Hi (resp. Hi) satisfies the equation £y = Xoy (resp. Iy = X§y) with the conditions Hx{d_- 1) + ft #i(a') = Hi(bf + 1) + ib#i(&') = 0 (resp. 77i(a' - 1) + tiHi{a') = Hi(b' + 1) + iff i(V) = 0).
56 ALOUF JIRARI By (2.2.2), e-1 |2 2ilm(\0)Y^\Hi(n)\w(n) =p(c-l) [i/1(e)i/1(e~l)-i/1(e-l)i/1(e)] , p(e-l)|m6/(A0)|2 |ma/(A0)-m&/(Ao)|2 |m6,(A0)|2 |ma/(Ao)-m6/(A0)|: __ 22lm(ma/(A0))|m6/(A0)|2 " |ma/(A0)-m6/(A0)|2 [Vv(e)Vv(e-!)- Vv (e-l)tp a/(e)], r[ma/(A0)-ma/(A0)], so that e-l (3.10.4) £ \Hl(n)\M») = T ^-q^lm^Ao)!2 v ; 4v Im(Ao)|ma/(A0)-m6/(A0 2 Similarly, 2rfm(A0)£|#i(n)|2tx;(n) = -P(c " 1) [#i(<tfffi(e " 1) " #i(« " l)JaTi(c)] i n = e \mat(Ao)-mbi{Ao)\z -|ma/(A0)|2 [mbi{Xo) - m6/(A0)J, |ma/(Ao)-m6/(A0)|2 —2iIm(m&/(A0))|ma/(A0)| |ma/(A0)- m&/(A0)|2 so that, (3.10.5) f>l(«)|M«) = ^(,mt'("0\)|ma,(A°)|2M2 v } 4r Im(Ao)|ma/(Ao)-m6/(Ao)|2
STURM-LIOUVILLE DIFFERENCE EQUATIONS Adding (3.10.4) and (3.10.5) then gives E\u <mi3.„<m - Im(*MAo))|"H'(Ao)l2 - Im(mj,<(Ao))|ma<(Ao)|2 _ ,^l(n)i ^ ~ Im(A)|ma-(A0)-m6,(Ao)|' • 57 Im(A0) Im ma/(Ao)m&/(Ao)m6/(Ao) —ma/(Ao)ma/(Ao)mfc/(Ao) Im(Ao) Im (ma/(A0) - mb'(X0))(mat(X0) - ma/(A0)) mai (\o)m,bi (\q) ™>a'(^o) — ^*6'(^o) J or equivalently, (3.10.6) ^|J1(n)|Vn) = ?-jrrIm ma/(Ao)mfe/(Ao) 1 ™>a'^o) — ^6;(Ao)j Im(Ao) Let us now compute the Fourier coefficients of H\, given by b' 2^i7i(n)2/fc(n)ii;(n) , for every k . On one hand, by (2.2.2), e-1 (A*-A0)£ffi(n)y*(n)^ n=a' sjfem&/(Ao)ma/(Ao)—tffcm&/(Ao) ^a;(A))—m&/(Ao) by (3.10.1) and (3.10.3). On the other hand, (A* - A0)5^iTi(n)y*(n)ti;(n) = -p(e - lfty^H^e - 1) - y*(e - l)#i(e)] _ «sjbma/(Ao)m5/(Ao) — <jbma/(Ao) ma/(A0) - rrib'(Xo) Therefore, for every ky b' Y^ Hi(n)yk(n)w(n) tk A* — A0
58 ALOUF JIRARI and, by Parseval's equality, b' (3.10.7) \hf From (3.10.6) and (3.10.7), it follows that oo N2 Im El1*! _ t=1|At-A0p m<t' (Ao)mj/ (Ao) [ m0/(Ao) — mj'(Ao) which can be written (3.10.8) J-oo |A- Im Im(Ao) mai (Xo)mi,i (Xq) 00 <**$,»*)(*) _ [ mfl/(A0) - m»*(A0)] A0|2 Im(Ao) where p?%, 6/\(A) is the lower right component of P(a',6')(A) defined in (3.10.2). By similar argument, if we set H2(n) = < Vv(™) ^a;(Ao) — m&/(Ao) Vv(rc) then and so that (3.10.9) e-l K ma/(Ao) — m&/(Ao) Im(rfv(A0)) ; 6 < n < V ; a1 < n < e , ^JH2(n)\ W{n) - Im(Ao)|ma/(Ao)_mt/(Ao)|2 Eiw ^M2,„/^\ - -Im(m£7(Ao)) \H2(n)\ «,(„) - Im(Ao)|ma/(Ao)_m6/(Ao)|2 E I rr / \|2 / \ Lma,(^o) — ^6;(Ao)J |tf2(n)| «,(«) = ±-±-r . n=a' For the Fourier coefficients of H^ e-l Im(Ao) (A* - Ao) 2^ #2(n)y*(n)ti;(n) = a , m (\ \ ~, ma'(Ao) - m&/(A0)
and so that, STURM-LIOUVILLE DIFFERENCE EQUATIONS (A* - A0)£>2(n)yt(„Mn) = J\~?"ffi> 5^ff2(n)y*(n)ti;(n) = ** , 59 A* — A0 and, by Parseval's equality, (3.10.10) oo i |2 From (3.10.9) and (3.10.10), it follows that Im y M2 i^lAit-Aol2 [ma/(Ao) — mj,/(Ao)J Im(Ao) or equivalently, (3.10.11) L Im «, |A-Ao|2 Im(Ao) raa/(Ao) — m&/(Ao) where pi?fe/\(A) is the upper left component of P(a',b')(^) given by (3.10.2). Finally, analogous calculations show that e-l 2iIm(A0)^^i(n)^2(n)tx;(n) = roa/(Ao)m&/(Ao) — ma/(Ao)m&/(Ao) |ma/(Ao)-m6/(A0)|2 and o-t /\ \V^lw \Tw \ / \ rna'(Xo)mbi(X0) - ma/(A0)m&/(Ao) 2tIm(A0)2^#i(n)#2(n)ti;(n) = v y v ^ *-? |ma/(A0) - mb>(\o)r so that, Im Eur \TTr \ ( \ L |roa'(A0) - m&'(A0)|2J ma/(Ao)m6/(Ao) Im(Ao)
60 ALOUF JIRARI which is equivalent to 1 J2Hi(n)lh(n)w(n) - ^^l^W-^MP raa/(Ao) + rrib'(Xo) Im(Ao) In addition, a combination of Parseval's equality and the polarization identity (see Ref. 10) leads to Sktk Therefore, that is, (3.10.12) ^^(n)^(nMn) = ^_^. fma/(Ao) + mfe/(Ao) £IA*-A0I2 -Im ma'(\o) — mt,i(\Q)\ f J — ( 00 <»"',>')(*) _ 2 Jim Im(A0) ma'(X0) + mt,'(X0) ma'(^o) — rat'(Ap)J |A-A0| Im(Ao) where pP, j,;\(A) is the lower left component of P(a',b')(ty- Let (340.13) «<.'«M=(£&i £|t) where Mn(X0) = Im ^21 (Ao) = Im M22(A0) = Im 1 ma'(\o) - rnb'(\0)\ 1 ma'(Ao) + m&/(A0) [2 ma/(Ao) — ra&/(Ao)J ma/(A0)m6/(A0) = M12(A0) wv(Ao) — m6/(Ao)J
STURM-LIOUVILLE DIFFERENCE EQUATIONS 61 Equations (3.10.8), (3.10.11), and (3.10.12) can then be combined into {3101) 7-co |A-A0p " Im(Ao) • By choosing Ao = i, since A is real, it follows that 17-co |A-Ao|» I " LL, A' + l I - lM«".>')(0| < * . where K is a constant. Now, choose /i > 0 and let A be in (—/i,/i). Then, Therefore, P(a>,b')(») ~ P(a',b')(-») < K(l + /i2) and, since P(a',b') 1S nondecreasing with P(a'tb')(Q+) = 0, /V,&')(A) " ^(«'.»')("^) - ^C1 + ^) and P(a',»')(A)</f(1 + ^2). This shows that P(a',6')(A) is uniformly bounded on compact subsets of the real line. Helly's first convergence theorem (see Ref. 10) guarantees the existence of a subsequence of p matrices, which converges weakly, that is, at all points of continuity, to p(X) with the desired properties. ■ Theorem 3.10.4 Iff is in £2(a, b; w), there is a function G(X) in L2(—oo, oo) with inner product and norm, respectively, {G,H)P= j" H*dpG, /OO G*dpG, ■oo such that, if ^) = g(a)-x;(^;a> )/(»h»),
62 ALOUF JIRARI then and /oo E*dpE = 0 , -co & rOO *£\f(n)\2w(n) = G*dpG n-n J-OO Proof 1) Let / be in Dl. Also, let / and A/ vanish at a and 6 if a and b are finite, and vanish for n sufficiently large if a or 6 are infinite. If {a'yV) is sufficiently near (a, 6) and Lf = h, then, by Parseval's equality, £|(l/)(»)I>»('0 = D*m|'»m = £ * = 1 S(fli(n>A*)ltf2(n,A*))&(n)u;(n) #* But £ (%$) "<">"<"> = £ («&$) ivi"<"»a«"»]+ ""«">! which equals b' b [ftt:^)^iH..j?pMa/MKU:A4)+?;<<X;tO/(") or equivalently hK^^Hl^^'K^^^t''^^)^
STURM-LIOUVILLE DIFFERENCE EQUATIONS 63 Therefore, b' i:.(^)^-'-i:.^(^!)]+«<-<^)H A* A*) A*) /(n)tx;(n), where and so, = A* G(a/i6/)(Ajb) , G(^)(ao=e(£(;;J:))/(bHb)' 6 *oo (3.10.15) ^|(L/)(n)|2«;(n)= / A2G^a,|60(A)<ip(a,,60(A)G(a,,60(A) Let G(Xk) = £ (£[£ J*!)/(n)u;(n). Then, for JV > 0, 0< /—N aoo + / -oo ./iV G'(A)dp(a,,6,)(A)G(A) , - W2 AT /.oo / +/ ./-oo JN A2G*(A)<tya*|6*)(A)G(A) 1 f°° <-^j oo^G*(X)dp(al,bl)(\)G(\) Since, Parseval's equality applied to / reads 6 /oo G'(A)<f/,(a,,,0(A)G(A) , -oo
64 ALOUF JIRARI if follows that 0 < £|/(n)|2™(n) " / G*(\)dP{a,y)(\)G(\) n=a J~N 1 r°° -^/ooA2G*(A)^(a''4')(A)G,(A) so that, by (3.10.15), \J2\f(n)\2w(n)- I G*{X)dpia,,bl){\)G{\)\ < ^f^\{Lf){n)\2w{n) . Now, let (a', V) —► (a, 6). Using Theorem 3.10.3 and Helly's second convergence theorem (see Ref. 10), it follows that J2\f(n)\2w(n)~ f~NG*(X)dp(X)G(X)\ < -L]T|(L/)(„)|2«,(n) , which, as N —► oo, shows that 6 /oo G*(\)dp(\)G(\) . ■°° 2) Let / be such that / and A/ vanish at a and 6. There exists a sequence (fj)fLi m £*L; with /j and Afj vanishing at a and b for all j, such that 6 y-+oo lim£|(/i-/)(n)|2ti;(n)=0. Also, by Parseval's equality, 6 where /oo (Gj-Gky(X)dp(X)(Gj~Gk)(X),
STURM-LIOUVILLE DIFFERENCE EQUATIONS 65 and *■«-£(!&: JO «■>■*■>■ Since lim fj = /, (Gj)j^zl form a Cauchy sequence in L2{—00,00). Therefore, j—+oo there is a G in £?(—00, 00) such that lim Gj = G. Moreover, o,w-i (#:$) «.h-)|=|e (#:$) w -/x-w- £|(/j-/)(n)|2*(n) < EW(n,A) + «l(n,A))«i(n) by Schwartz's inequality. Hence, and so we (s&jd «»)»(»)• Thus, if / vanishes at a and 6, £|/(n)|2™(n) = .lim £|/;(n)|2ti,(n) /OO G|(A)dp(A)G,(A) -00 /OO G'(A)dp(A)G(A) . -OO 3) Now, if / is arbitrary in £2(a, b; w)y define f(a',b') by /(«',»')(»)=| 0 , otherwise,
ALOUF JIRARI and let n=a x ' ' n=a' x 7 Since, for (a', 6') C (a", 6"), /OO (Gf(a//,6//)-G(a/j6/))*(A)dp(A)(G(a//j^)-G?(a/j6/))(A) = ^ j/(n)| u;(n), "°° rG(a",&")-«*') (G(a',b')) is a Cauchy sequence as (a', &') —» (a, 6). This implies that there exists a G(A) in L2(—oo,oo) such that lim ^/^(A) = G(A). Letting (a7, V) approach (a, 6) and using (3.10.16) shows that £|/(n)|2ui(n) = / G*(A)^(A)G(A) . 4) Finally, since (?(<,/,&/) —► G in L2p(—oo,oo), /I[°w-E(^:a!)w»w]^)[GW-e(^;^)/(»W" must approach 0 as (a',6') approaches (a, 6), which completes the proof of the theorem. ■ Theorem 3.10.5 IfG(X) is the limit of ]£ f J1**' ^\ f(n)w(n) in L*(-oo,oo), then /OO (01(n,X),02(n,X))dp(X)G(X) ■OO in^2(a,6;u;). T/jafc is, 6 I r r ,lim ,Ek(n)" / {Oi(nA),02(n,\))dp(\)G(\) w(n) = 0 . Proof
STURM-LIOUVILLE DIFFERENCE EQUATIONS Let /= (,i,i/) and /,(n) = J (^(n, A),02(n, A))dp(A)G(A). If (a',6')c (a, 6), then £ (/^(^//("M") = J2 CF70 (») f / (»i(n,X)Mn, X))dp(X)G(X) n — nl n — nl »■•// 67 w(n), ■/ £ (f:rfP)(n)(Oi(n,\),02(n,X))w(n) dp(X)G(X) Likewise, b' /c so that subtracting gives £|(/-//)(«)l2««n) = / „=a' «/(-oo,oo)-J E (T3^) W^i(». A)> ^(n, X))w(n) dp(X)G(X) , ^(FTD^XlMn,*))™® dp(X)G(X) . Now, /J ( ^ / ' /)(/—//)(n)tx;(n) is the transform of a function in ^2(a,6;tx;), which vanishes outside (a', 6'). Consequently, the sum from a' to V in brackets is in L2{—oo, oo). Applying Schwartz's inequality, it follows that 52\(f - fif(n)\w(n) [/-,w(t(«-.J0(/-/'X"W"))*(i) * (£(K:*>)</-/')("W"))] [/__,_, G*(A)*(A)G(A)
68 ALOUF JIRARI By Parseval's equality the first term of the product on the right-hand side is b' less than or equal to V^ |(/ — //)(n)| w(n), which implies that n=a' £ K/ " //)H|2^H ^ / <T (A)dp(A)G(A) n=a/ ^(-00,00)-/ Let (a', &') -+ (a, 6) then J —» (—00,00). The result is that /(n) = lim / (^(n, A), 02(n, A))<fp(A)G(A) in *2(a, 6; «,). J—(-00,00) ,// The following two theorems establish the intimate connection between the matrix M, defined explicitly in the proof of Theorem 3.10.3 in terms of ma(X) and m&(A), and the spectral matrix p(A), whose existence only is guaranteed by the same theorem.
STURM-LIOUVILLE DIFFERENCE EQUATIONS Theorem 3.10.6 Let p(X) be the limiting spectral matrix of Theorem 3.10.3 and let M(A0) = lim M(a/fc/)(A0), (3.10.17) where M(a/&/)(Ao), the matrix given by (3.10.13). Then, (3.10.18) f°° dp{\) = M(Ap) Proof This follows immediately from (3.10.14) by letting (a', 6') approach (a, b). Theorem 3.10.7 If Ai and A2 are reai, t/ien, 1 /*A2 p(A2) - p(Xi) = lim - / M(/i + iv)dn . i/—0+7T JXl Proof (3.10.18) for Aq = /i + iV reads dp{\) _ M(fi + iv) |A — /i — iv\2 v Integrating both sides with respect to /i, from Ai to A2, gives rAa '°° dp{\) rAa -oo(A-/i)2 + i Now, the left-hand side is *C£j>=$*?«=£"<>+'*»' c[tv&?]«» -j:[j: dp,/v ((/, - A)/i/)' + 1 dp{\) ■£h-(^)--*(^)] But, as I/-+0+, 0 if A < Ai , 7r if Ai < A < A2 , 0 if A2 < A .
70 ALOUF JIRARI Therefore, lim / / ^-o+y.oo \jx i/dp lXl (A-/i)* + i/ dp(\) = *(p(\2)-p(X1)), and finally, p(X2)-p(Xi) M(fi + zV)d/i 3.11 Limit-Point and Limit-Circle Tests The purpose of this section is to present sufficient conditions for either the limit-point or the limit-circle case to hold when the right singular end, 6, is oo. The following theorem is the discrete analog of LeVinson's limit-point criterion treated in Ref. 5. Theorem 3.11.1 (Mingarelli's Limit-Point Criterion) Let M(n) be a sequence of strictly positive numbers and assume that for all sufficiently large n, there exists positive constants K\ and Ki such that (3.11.1) q(n) < KxMin) (3.11.2) p(n- iy'2VM(n) M(n)!/2M(n - 1) <K2, and (3.11.3) Y, (P(n " l)M(n))~1/2 = oo. n=N Then V[p(n)Ay(n)] + q(n)y(n) = Aj/(n) is limit point at oo.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 71 Proof It can be found in Ref. 14, provided p(n) and — q(n) are substituted for cn and 6n, respectively. Remark 3.11.2 Note that Mingarelli's test only treats the case where w(n) = 1. So, in order to use the test, it is necessary to find a way of transforming a second order difference equation of Sturm-Liouville type with w(n) ^ 1 into an equivalent one where w(n) = 1. This is accomplished in the following theorem. Theorem 3.11.3 V[p(n)Ay(n)] + q(n)y(n) = \w(n)y(n) is equivalent to V[p(n)Ay(n)] + \p(n)+p(n - 1) + w(ny^2q(n)]y(n) = Ay(n), where y(n) = w(n)1/2y(n), p(n) = w(n)-^2p(n)w(n + l)"1/2 , and q(n) = w{n)~ll2[—p(n) — p(n — 1) + q(n)] . Proof From V\p(n)Ay(n)] + q(n)y(n) = \w(n)y(n), it follows that (3.11.4) p{n)y(n+l)+p{n-l)y{n-l) = [\w(n) + p{n) + p(n - 1) - q(n)]y(n). Now, let y(n) = w(n)1/2y(n)y p(n) = w(n)-^2p(n)w(n + \)~lf2 , and q(n) = w(n)~1/2[-p(n) - p(n - 1) + q(n)]. Then, y(n) = w{n)~lf2y{n), p(n) = w(n)1/2p(n)w(n+l)1/2 ,
72 ALOUF JIRARI and p(n) + p(n — 1) — q(n) = — w(n)1' 2q(n). (3.11.4) then becomes p(n)y(n + 1) +p(n - l)y(n - 1) = [A - w(n)~1/2if(n)]y(n). Subtracting p(n)y(n) + p(n — l)y(n) from both sides implies that V[p(n)Ay(n)] = [A - w(n)-1/2q(n) - p(n) - p(n - l)]y(n). Thus, V[p(n)Ay(n)] + \p(n) + p(n - 1) + w{n)~lf2q{n)]y{n) = Ay(n). ■ The second half of this section is devoted to Atkinson's tests. Their proofs are all available in Ref. 2. Though, it is worth mentioning that V[p(n)Ay(n)] + q(n)y(n) = Xw(n)y(n) is transformed into a matrix equation. In fact, it is equivalent to (3.11.5) p(n)[y(n + 1) - y(n)] = [Xw(n) - q(n)]y(n) + p(n - l)[y(n) - y(n - 1)]. Also, if (3.11.6) v(n) = p(n)[y(n + 1) - y(n)], then v(n - 1) = p(n - l)[y(n) - y(n - 1)] and v(n — 1) *„) = y(„-i) + -L_i. (3.11.5) and (3.11.6) can be combined into (31L7) U»)J - [Xw(n)_q(n) 1+Mn)-ig(n)j Un - 1)) ' Theorem 3.11.4 (Atkinson's Limit-Circle Test) X) 1 oo P --— < oo, and \" , The proof, as can be found in Ref. 2, relies on the following lemma. oy ou ou ^ I / M #!>(») < oo, £|«(n)| < oo, £-7^7 < co, and ^ J„ _ L < °°. tben n=e n=e n=e the limit-circle case holds at oo.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 73 Lemma 3.11.5 oo oo For a fixed complex X with Im(X) # 0, ^ iu(n)|0i(n, A)|2 and ^ w(n)\02(ny A)|2 n=e n=e converge or diverge together. Theorem 3.11.6 (Atkinson's Limit-Point Test) oo If y^ w(n) = oo where N is sufficiently large and, for some real A, Xw(n) — n=N q(n) > 0 for n> N, then the limit-point case holds at oo.
Chapter 4 Polynomial Solutions In this chapter, several tasks are accomplished. First, it is shown that every second order linear difference equation can be put in self-adjoint form. Then, necessary and sufficient conditions are given for the existence of polynomial solutions. Finally, the orthogonality of the eigenfunctions associated with the difference operator is established. Essentially, the treatment of sections 3 to 5 of Ref. 11 is adopted here, with minor differences, namely in the step size and the form of the difference equation. 4.1 Formal Self-Adjointness Let L be the operator given by (4.1.1) (Ly)(n) = A(n)VAy(n) + B(n)Ay(n) + C(n)y(n) . Then z(n)(Ly)(n) =z(n)A(n)y(n + 1) - 2A(n)z(n)y(n) + A(n)z(n)y(n - 1)+ z(n)B(n)y(n + 1) — z(n)B(n)y(n) + z(n)C(n)y(n). Adding and subtracting y(n)A(n + l)z(n + 1), y(n)A(n — l)z(n — 1), and y(n)B(n — l)z(n — 1), it follows that z(n)(Ly)(n) =V[z(n)A(n)Ay(n) - y(n)A(A(n)z(n)) + z(n)B(n)y(n + 1)] + y(n)[VA(A(n)z(n)) - V{B{n)z{n)) + C(n)z(n)]. Therefore, z(n)(Ly)(n) - y(n)[VA(A(n)z(n)) - V(B(n)z(n)) + C(n)z(n)] = V[z(n)A(n)Ay(n) - y(n)A(A(n)z(n)) + z(n)B(n)y(n + 1)]. 74
STURM-LIOUVILLE DIFFERENCE EQUATIONS 75 Definition 4.1.1 The operator L given by (4.1.2) (Lz)(n) = VA(i4(n)z(n)) - V(B(n)z(n)) + C(n)z(n) is the formal adjoint operator of L. In this case, (4.1.3) z(n)(Ly)(n)-y(n)(Lz)(n) = V[z(n)A(n)Ay(n)-y(n)A(A(n)z(n) + z(n)B(n)y(n + 1)]. Theorem 4.1.2 _ The formal adjoint of L is L. Proof By expanding (4.1.1) and (4.1.2), it is clear that the operator L given by (4.1.4) (Ly)(n) = (A(n) + B(n))y(n + 1) + (C(n) - 2A(n) - B(n))y(n) + A(n)y(n - 1) has formal adjoint the operator L given by (4.1.5) (Lz)(n) = A(n + \)z{n + 1) + (C(n) - 2A(n) - B{n))z{n) +(A(n-l) + B(n-l))z(n-l). Applying this to L, it is easy to see that, in turn, the formal adjoint of L, L, is given by (4.1.6) (Ly)(n) = (A(n) + B(n))y(n + 1) + (C(n) - 2A(n) - B(n))y(n) + A(n)y(n - 1). Comparing (4.1.4) to (4.1.6), it is clear that L = L. ■
76 ALOUF JIRARI Definition 4.1.3 A second order linear difference operator L is formally self-adjoint if L = L. Theorem 4.1.4 (Criterion for Self-Adjointness) L is formally self-adjoint if and only if AA(n) = B(n) for every n. Proof From (4.1.1) and (4.1.2), L = T if and only if A(n)VAy(n)+B(n)Ay(n)+C(n)y(n) = VA(A(n)y(n))-V(B(n)y(n))+C(n)y(n). This is equivalent, after simplification, to (AA(n) - B(n))y(n + 1) - (AA(n - 1) - B(n - l))y(n - 1) = 0. But, since y is arbitrary, a necessary and sufficient condition for this to hold is that AA(n) = B(n) for every n. ■ Remark 4.1.5 From (4.1.4) and (4.1.5), the formal adjoint of L given by (Ly)(n) = P(n)y(n + 1) + Q(n)y(n) + R(n)y(n - 1) is L given by (Lz)(n) = P'(n)z(n + 1) + Q'(n)z(n) + R!(n)z(n - 1), where P'(n) = R(n + 1), 0'(n) = Q(n), and R'(n) = P(n - 1). in this case, the formal self-adjoint ness criterion is that P(n) = R(n + 1) for every n. Theorem 4.1.6 Every second-order linear difference operator can be put in self-adjoint form. Proof Observe that any second order linear difference operator of the form V[p(n)At/(n)]+ q(n)y(n) is self-adjoint. This is because V\p(n)Ay(n)]+q(n)y(n) = p(n)y(n+l)+[q(n)-p(n)-p(n-l)]y(n)+p(n-l)y(n-l).
STURM-LIOUVILLE DIFFERENCE EQUATIONS 77 It is therefore clear that the self-adjointness criterion of Remark 4.1.5 is satisfied. The question now is to find a function w(n) such that (4.1.7) w(n)A(n)VAy(n) + w(n)B(n)Ay(n) = V\p(n)Ay(n)]. Since y is arbitrary, this would mean by identification that { w(n)A(n) + w(n)B(n) = p(n) w(n)A(n) = p(n — 1) , or equivalently (4.1.8) {w(n)A(n) = p(n — w(n)B(n) = Vp(n -i) )• Therefore, w(n+l)A(n-{-l) — w(n)A(n) = p(n)—p(n — l) = Vp(n) = w(n)B(n), or w(n + 1) A(n) + JB(n) This implies that and so w(n) A(n + 1) ttKj + 1) = yrA(j) + B(j) i=o 4.2 Polynomial Solutions First, observe that the second-order linear difference operator L of (4.1.1) should be of the form (4.2.1) (Ly)(n) = (an2 + bn + c)VAy(n) + (dn + /)Ay(n) , where a, 6, c, d, and / are constants, for the equation Ly = Xky to have polynomial solutions of degree k, for every k > 0. In fact, for & = 0, some nonzero constant, say a, is a solution. This implies that (C(n) — Xo)a = 0 and so C(n) = Ao. Without loss of generality, it is possible to take C(n) = 0. Otherwise, substitute C(n) - Ao for C(n).
78 ALOUF JIRARI Similarly, for k = 1, some an + /3 is a solution. By substitution, it follows that B(n)a — Ai (an + /?) = 0, which forces B(ri) to be of the form dn + f. Finally, for k = 2, some an2+/3n+y is a solution. This implies that 2A(n)a + (dn + f)(2an + a + /?) — A2(an2 + /?n + 7) = 0. It is therefore necessary that A(n) take the form an2 + bn + c. The goal now is to set necessary and sufficient conditions for (4.2.2) (an2 + bn + c)VAy(n) + (dn + f)Ay(n) - Xky(n) = 0 to have polynomial solutions 2/*(n) of degree k. This is achieved in the following theorem. Theorem 4.2.1 i A, Let 0(m) = m! — + l(m — 2)! (m—1)! m!J If (4.2.2) has a polynomial solution of degree k, then 9(k) = 0. Conversely, if m is the smallest positive integer such that 6(m) = 0, then (4.2.2) has a polynomial solution of degree m and there is no solution of degree less than m. Proof k Assume that (4.2.2) has a polynomial solution 2/*(n) = ^bjn*. Then, simple i=o substitution in (4.2.2) shows that
STURM-LIOUVILLE DIFFERENCE EQUATIONS 79 (an2-+bnr+c) x k ,. Jb—1 -2bknk -26^-1 n*"1 - ... - 26xn -260 Jb ,. Jb —1 +»*E7i^H)w^^«E ji§^H)w^»/+ • • • + Mn-i)+>o +(<fn+/)x ^Ti^F' +^E7j7tn)!»i +... + 61(n+l)+6o f^3\{k-3)\ Uj-(k~l-j)- -A, — bkTl —bk-lTl — ... — &i7l —6o &*n* +&Jb-m*-1 +... + 6m +&0 equals zero. In particular, the coefficient of nk must equal zero; that is, abkjr^y.+ dbkJk^ly. ~ Xkh = 0,or bkkWW = o- Since 6* ^ 0, this is equivalent to 0(&) = 0. Conversely, it is not hard to see that the coefficients of n*"1, n*~2,... in the left-hand side of (4.2.2) are ,respectively, bk-i0(k — 1) + cjb~i, &jb_2#(& — 2) + cjb-2j--j where the Cj's are functions of &*, a, 6, c, d, /, A*, and m. For instance, the coefficient of n*""1 is 6fcfc(F^2)!+a6t-1(irr3)i+<i6t(Jfe - 2)!2!+d6fc-1(Fr2)t+/6fc(ifezli)!"At6fc"1' which is equal to bk-iO(k~l)+Ck-i where ct-i = bkk\ b d f ;+„ .».... + ■ L(jfe-l)! (fc-2)!2! (ifc-l)!j
80 ALOUF JIRARI Now, let k be the smallest positive integer such that 0(m) = 0. Then, 0(ra-r) ^ 0 for r = 1,2,..., k. By setting the coefficients bk-iO(k—l)+cjb-i, bk-20(k—2)+cjb_2,... equal to zero, it is possible to determine (up to the coefficient &*, which could be set without loss of generality equal to 1) the coefficients bj. This shows that there is at least one polynomial solution and one of the solutions is of degree m. But since 0 must vanish for the degree of that polynomial, it follows that there is no solution of degree less than m. ■ Remark 4.2.2 (1) From Theorem 4.2.1, (4.2.2) has a polynomial solution of degree k if and only if k is the smallest positive integer such that Xk = ak(k — 1) + dk. (2) When d ^ —ma, where m is a positive integer, for each positive integer k, there exists a polynomial solution of degree k for (4.2.2) where A* = ak(k — 1) + dk. However, when d = —ma, it may happen that Ami = Am2 for mi ^r«2. In fact, when d = —(mi + rri2 — l)a, (mi - m2)[a(mi + m2) - a + d\ = 0, and a mi(mi — 1) + mid = a m2(m2 — 1) + m^d. 4.3 Orthogonality of Eigenfunctions Theorem 4.3.1 If ni andri2, with ni < n^, are two real roots of p(n) = 0, then the eigenfunctions yi of L, defined by (4.2.1), are orthogonal in the Hilbert space £2(ni + 1, n^', w), provided yi(n) and Ayi(n) are finite for ni and 712, for every i.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 81 Proof Consider the self-adjoint form of equation (4.2.2). By Theorem 4.1.6, it is w(n)(a n2 + bn + c)VAy(n) + w(n)(dn + f)Ay(n) — Xw(n)y(n) = 0, or (4.3.1) V(p(n)Ay(n)) = Xw(n)y(n) where, by (4.1.8) and (4.1.9), p(n) = (a(n + l)2 + b(n + 1) + c)w(n + 1), Now, as pointed out in the beginning of the proof of Theorem 2.2.3, if A,- and Aj (i ^ j) are two eigenvalues, with corresponding eigenfunctions yi and yj, respectively, then Ajp(n - l)[yj(n - l)Vifc(n) - yi(n - lJVy^n)] J = (A,- - AyMnJy.-fnJy^n) . The summation from (ni + 1) to n2, where n\ < n2, gives (4.3.3) p(n2)[2/i(n2)V2/,(n2 + 1) - 2/,(n2)V2/i(n2 + 1)] n2 -P(ni)[%(ni)v2/*(ni + !) - 2/*(^i)V%(ni + 1)] = (A,- - A,) ]T w(n)yi(n)yj(n). n=ni + l If, p(ni) = p(n2) = 0, if 2/,(ni), 2/,(n2), %(ni), %(n2), A2/,(ni), A2/,(n2), Ay^ni), n2 and Ayj(n2) are finite, then (4.3.3) implies that jT^ w(n)y%(n)yj(n) = 0> n=m + l which shows that y,- and yj are orthogonal in ^2(ni + 1, n2; iu). ■ Remark 4.3.2 Under the same finiteness conditions on the eigenfunctions and their differences at ni and n2, (4.3.2) shows that the conclusion of Theorem 4.3.1 follows if, in particular, n\ < n2 are two real roots of a(n + l)2 + b(n + 1) + c = 0.
82 ALOUF JIRARI 4.4 Eigenfunction Expansion In this closing section, it is shown that for polynomial solutions of L(y) = Ay, the rather abstract eigenfunction expansion given for y by Theorem 3.10.4 is necessarily a series expansion. Theorem 4.4.1 The polynomial eigenfunctions of L, (2/jb(n)), k = 0,..., b — a, are complete in £2(ayb;w). Proof It consists of showing that if / is a function in £2(a,b; w) such that (/, 2/a?) = 0 for every fc = 0,...,& — a, then / = 0. But since for every fc, there exists a*, i k = 0,..., b — a, such that n-7 = yj (*kyk(n), j = 0,..., b — a, it suffices to show that (/(n), nj) = 0 for j = 0,..., b - a, implies that / = 0 . This will be accomplished by the Fourier transform technique that Keener used in Ref. 8 for the completeness of the Hermite and the Laguerre polynomials. f°° . The function F(z) = I etznd(wfp)(n) is the Fourier-Stieltjes transform of J—oo wfp. Since z = Re (z) + ilm(2r), it can also be written /oo eiRe (*)»e-Im(*)"d(ti;/p)(n) , -OO = XXRe (z)ne~lm(-z)nw(n)f(n) , and so Iwl = (Ee~2Im(i)n»2(»)l/(")l2 1/2 |2 \ < ^-N.).^) 2>(»)|/(»)|a |2 Now, y^tx;(n)|/(n) | <oo since / is in t2(a,b;w). Also, if 6 is finite, £V2Im(*>nu>(n)< n=a n=a OO for z bounded, making F(z) an entire function.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 83 However, as Chapter 6 will show, there are two cases where b is infinite. The generalized Laguerre polynomials in £2 [ A, oo; e"~7n——. — 1, where j> V T(n-A+1) J 0, a > — 1, and A is an integer, and the Charlier polynomials in £2 [q, oo; —= J, V pnT(n-q + iy where p > 1 and q is an integer. b In the first case, Yj e~2Im^^ntx;(n) < oo, and therefore F(z) is an analytic function, in the half-plane Im(z) > — — which contains 0. oo In the second case, yj e~2Im^nw(n) < oo, and F(z) is an analytic function, n=q lojr n in the half-plane Im(z) > — which also contains 0. This shows that, in all cases, j=o J' But, for all j, /oo njd(wfp)(n) , -OO -OO 6 = iJ' yjnJtx;(n)/(n) since (/(n),n') = 0. Therefore, F{z) = 0. By Ref. 3, F determines wfp up to a constant, and so wfp = 0. Thus, / = 0. ■
84 ALOUF JIRARI Corollary 4.4.2 Let (yk(n)) he the normalized polynomial eigenfunctions ofL, given by Definition 3.5.3. For f in £2(a, b; w), b-a f(n) = *52(f(n)>yk(n))yk(n) and (ParsevaVs equality) ii/ii2 = £l</(»)-y*(«)>l2- *=0
Chapter 5 Polynomial Examples In this chapter, all orthogonal polynomial sets which satisfy a second order difference equation of the form (5.0.1) (an2 + bn + c)VAy(n) + (dn + f)Ay(n) - [ak(k - 1) + dk]y(n) = 0 are classified. There are four categories, each of which will be extensively discussed in turn. 5.1 Classification By setting h = 1 throughout Ref. 11, one can see that Lancaster proved the following: (5.1.1) (An2 + Bn + C)A2y(n) + (Dn + F)Ay(n) + fiy(n + 1) = 0 , where \i = k(k — 1)A + kD, has the polynomial solution of degree k (5.1.2) Vk(n) = n-l n A? + {B-D)j + C-F }J-0A(j-l)* + B(j-l) + C^ A(j - l)2 + B(j -1) + C n-l n jii ^0 - *)2 + (B - C)(j - t) + C - f Also, if T denotes the usual Gamma function, if a\ya2 are the roots of A(j — 1)2 + B(j -1) + C = 0, and if /?i,/?2 are the roots of Aj2 + (B-D)j + C-F = 0, then there are four possible situations: 1) If A j 0, (5.1.2) reduces to (5.1.3) yk(n) = r(n^Qr(n-ft)^ r(n - ai)r(n - a2) (n - p1 - 1).. .(n - A - t)(n - ft - 1) .. .(n - fo - k) T(n — a\)T(n — c*2)] r(n-/?!)r(n-/?2)j • 2) If A = 0, B j 0, and fl - D j 0. (5.1.2) becomes 85
86 ALOUF JIRARI 3) If A = 0. B = 0, D ^ 0 and C 1 0. it follows from (5.1.2) that (5.1.5) yk(n)=T(n-&)(-£-} x Afc[(n_A_1)...(n_A_fc)_l_(:^)n 4) If A = 0. B d 0. B - D = 0, and C - F £ 0. then (5.1.2) yields <516> »<•> = rjsrhsy (^9"A* [r("" "'> (sh)" Remark 5.1.1 The expanded form of (5.1.1) is [An2 + Bn + C]y(n + 2) (5.1.7) +[-2An2 - (2B - D)n - (2C - F) + Ai]2/(n + 1) +[An2 + (fl - D)n + (C - F)]y(n) = 0. On the other hand, the expanded form of (5.0.1), where (n + 1) is substituted for n is [an2 + (6 + d + 2a)n + (c + / + a + 6 + d)]2/(n + 2) (5.1.8) +[-2an2 - (26 + d + 4a)n - (2c + / + 2a + 26 + d) - X]y(n + 1) +[an2 + (2a + 6)n + (c + a + b)]y(n) = 0. Then, by simple identification, it follows that (5.1.7) and (5.1.8) are equivalent if and only if
STURM-LIOUVILLE DIFFERENCE EQUATIONS (5.1.9) ( A = a B = b+d+2a C=c+f+a+b+d ( D = d F = f + d This means that, under conditions (5.1.9), a solution y(n) in Lancaster's setting is a shifted solution y(n + 1) in this present setting. Therefore, it must be true that (5.0.1) has the polynomial solution of degree k (5.1.10) yk(n) = ll/ifi-l QJ2 + (& + 2q) J + (c + a + b) f}0<3-l)2 + (6+<f+2a)(j-l) + (c+f+a+b+d) nff«ti-l)2 + (t+d+2a)(j-l) + (c+/+a+6+d) M a^ ■ *)2+(6+2a)(j - ^)+(c+a+6) In addition, thanks to (5.1.9), cases 1) to 4) now read: 1) a#0 2) a = 0, b + d + 2a ^ 0, and b + d + 2a - d # 0 3) a = 0, 6 + d + 2a = 0, d # 0, andc + / + a + 6 + d#0 4) a = 0, 6 + d + 2a ^ 0, 6+d + 2a-d = 0, andc + / + a + 6 + d-/-d^0, or equivalently 1) a#0 2) a = 0, 6 ^ 0, and 6 + d # 0 3) a = 0, 6 ^ 0, b + d = 0, and c + / # 0 4) a = 0, b = 0, d ^ 0, and c # 0. But is this classification complete? The tree in Figure 5.1 explores the possible combinations of cases involving the coefficients a, 6, d, 6 + d, c, and c +/. The right-hand side shows what situation each combination leads to.
ALOUF JIRARI 0 1) ^^e + / = 0 Ml - M2 \ ^e + / = 0 MZ 0 ^^c + /^o M4 'i + d^O Impossible ,6 + <4 = 0 Impassible e + / = 0 Af5 Af6 4) k + d = 0 Impossible b + d^O 2) c + / = 0 Ml X ^c + /^0 3) rb + d = 0 ^e + / = 0 M8 0 ^c + /#0 3) 'b + d^O 2) Figure 5.1: Classification T>ee
STURM-LIOUVILLE DIFFERENCE EQUATIONS 89 Ml through M8 are miscellaneous cases which must be examined separately. Ml: This case is trivial since all the coefficients are zero. M2: fAy(n) = 0 with / # 0 imply that Ay(n) = 0. Therefore, y(n) is constant. M3: cVAy(n) —cAy(n) = 0 with c ^ 0 imply that Ay(n — 1) = 0. Therefore, y(n) is constant. M4: cVAy(n) + fAy(n) = 0 with c + / ^ 0. Consequently, (c + f)Ay(n) - cAy(n - 1) = 0, Ay(n) __ c Ay(n-1) " c + f " Ay(j) /c\" i=iiAt/(i-i) \,c+/; ' At/(n) = At/(0)(^)n, j=o j=o \C^JS so that n-l y(n) = y(0) + Aj O^-i^y. M5: dnAy(n) — dky(n) = 0 with d 0. Therefore, nAy(n) — &y(n) = 0, ny(n + 1) - (n + Ar)y(n) = 0, y(n + 1) __ n + k y(n) n n-l / . , .v n-l so that j/(n)=KG) n (L^) ■
90 ALOUF JIRARI M6: (dn + f)Ay(n) - dk y(n) = 0. Then, (dn + f)y(n + 1) - [d(n + k) + f]y(n) = 0, y(n + 1) _ d(n + k) + f y(n) dn + f ' so that n-l y(n) = y(o)H j=0 M7: bnVAy(n) — bnAy(n) — dky(n) = 0. As a result, d(j + k) + f dj + f —bnAy(n — 1) — dky(n) = 0, (bn + dk)y(n) = bn y(n — 1), t/(n) _ bn y(n — 1) 6n + dk' so that *>-*>n(ij&») M8: (bn + c)VAy(n) - (bn + c)At/(n) + 6Ary(n) = 0. So, -(bn + c)Ay(n - 1) + 6Ary(n) = 0, (fen + c)t/(n - 1) = [b(n - k) + c]t/(n), S/(w) so that 6n + c y(n - 1) " 6(n-jb) + c' 6j + c 2/(") = 2/(0)11 &(i - *) + cj' Thus, the classification is complete and the solution of (5.0.1) given by (5.1.10) becomes: CASE 1: If a 1 0, (n-A -2) ... (n-ft -*-l)(n-/?2 -2) ... (n-ft -4-1) r(n-Qi-l)r(n-a2-l)l r(n-/?i-l)r(n-^2-l)J
STURM-LIOUVILLE DIFFERENCE EQUATIONS 91 where <*i, <*2 are the roots of aj2 + (6 + d)j + c + / = 0, and /?i, /?2 are the roots ofa(j'+l)2 + 60'+l) + c = 0. CASE 2: If a = 0. b ± 0, and 6 + d 4- 0. (5.1.12) . r(n-ft-l) / 6 N""1 ^)=r(n-ai-i)y x f « o^ /■ a l ^lXn-ai-1) /6 + d\ n-i where «i is the root of (6 + d)(j — 1) + (c + / + b + d) = 0, and /?i is the root of bj + (c + 6) = 0. CASE 3: If a = 0 6 ^ 0, 6 + rf = 0. and c + f ^ 0. (5.1.13) W(„)=r(n-/31-1)(^) x n-1 where /?i is the root of bj + (c + 6) = 0. CASE 4: If a = 0, 6 = 0, d 4 0, and c £ 0, <5I14> »W■ rc.-L.-i) (3)""a* fr(""*"])(£f' where c*i is the root of d(j — l) + c + / + d = 0.
92 ALOUF JIRARI 5.2 Recurrence Relations The procedure used to recover the recurrence relation that each one of the four polynomial sets of solutions given by (5.1.11) through (5.1.14) satisfies is the one used by Lancaster in Ref. 11. The idea is to find A(k), B(k), C(k) and D(k) such that (5.2.1) A(k)yk+2(n) + [B(k)n + C(k)]yk+1(n) + D(k)yk(n) = 0, for every k and every n. This is accomplished by substituting yk(n) in (5.2.1) and "summing" k times according to the formula (5.2.2) A-k[u(n)v(n)] = u(n-k)A-kv(n)-kAu(n-k + l)A-^k^v(n) + ... . After simplification, this leads to a polynomial in n which has to be identically zero. A(k)y B(k)y C(k)y and D(k) are determined by setting the coefficients of the different powers of n involved equal to zero. Carrying out all the tedious calculations involved in the method outlined leads to the following derivations: CASE 1: If a 1 0: ^>=-(H(;+2*)' B(k) = (^+2k + l\(^ + 2k + 2\ (1 + 2k) , C(k) = 2(fc + 1)^ + (6*2 + 8Jfc + 2)~ + ^l + ^ + (3Jfc2 - 2k - 2)^ (JL (JL (JL (JL (JL + Uk3 + 6*2 + 2*)- + (2* - 1)% + (2k3 - 9k2 - Ilk - 2)- - (4* + 2)^ a a2 a a - (Sk3 + 12ib2 + 4k) , and D(k) = (k + l)C-£ -(k + 1)^ - k(k + 1)*^ - k(k + 1)^ a* a* a* a* + (6k2 +8k + 2)^- + 2k(k + 1)^- - *(3*2 + 5* + 2)^- + k2(k + 1)^ a3 a3 a3 a3 + (k + 1)^ - 2(k + l)2^- - *(3*2 + 5* + 2)^ + 2Jfc2(2fc + 1)(* + 1) J + 4Jfc(3*2 + 5* + 2)^ + 2Jfc(3*2 + 5* + 2)% - 2k2(k + l)2^ a2 a1 a1 - 2k2(k + 1)24 + 2(* + 1)24 + *3(5* + 4)(* + 1)- + 8k2(k + l)2- + 4fc2(* + l)2^ + 2*4(ifc + l)2 . a a
STURM-LIOUVILLE DIFFERENCE EQUATIONS 93 CASE 2: If a = 0, 6 ^ 0, and 6 + d # 0, A(k) = -b , B(k) = d , C(k) = f + kd + 2{k + l)b, and D(k) = (k+ l)~ - (k + 1)/ - k(k + 1)(6 + d) . CASE 3: If q = 0. 6^0. 6 + d=0. and c+ f ^ 0. A(k) = B(k) = 1 , C(*) = -(* + 2)-|, and CASE 4: If a = 0, 6 = 0, d ^ 0 and c £ 0, A(*) = -c , B(Jb) = <f , C(k) = f + kd, and £>(i) = (Jb + l)d . 5.3 Weight Functions and Self-Adjoint Forms Theorem 4.1.6 is used to put each equation A(n)VAy(n) + B(n)Ay(n) = C(n)y(n) in the self-adjoint form V[p(n)Ay(n)] = iu(n)C(n)y(n) , where the weight function -"-AW by (4.1.9), and p(n) = to(n)[i4(n) + B(n)], by (4.1.8). CASE 1: If a 4 0. by (5.0.1), (5.3.1) (an2 + bn + c)VAy(n) + (dn + /)Ay(n) = [a*(Jfc - 1) + kd]y(n).
94 ALOUF JIRARI Therefore, n-l a/2 + 6; + c + <# + / n-l (i - Q?i)(i - ^2) n^ j1=!10«O +1)1+ *(* + !) + « fJiU-Mi-M where ari,c*2,/?i, and /?2 are as defined in (5.1.11), and p(n) = T(n — ai)T(n — 0C2) r 9 /» i\ / r\i r(n-/?!)r(n-/?-2)1 — fl(n ~ ai)(n — <^2)r(n — ai)r(n — a2) " r(n-A)r(n-/?2) ' __ aT(n + 1 - ai)r(n + 1 - a2) r(n-/?i)r(n-&) so that the self-adjoint form of (5.3.1) is [ar(n + 1 - ai)r(n + 1 - a2) (5.3.2) V r(n-/?i)r(n-/fc) Ay(n) r l/l i\ . l^i T(n-ai)r(n-a2) , . CASE 2: If q = 0,6^0, andfc + ci ^ 0. by (5.0.1), (5.3.3) (fen + c)VAy(n) + (dn + f)Ay(n) = fccfy(n). Therefore, n-l . i=o where ai and /?i are as defined in (5.1.12), and „(„\ - ri(b + d)j+(c + f) _ (b + d\n r(n-ttl) w"Ai V + (c + 6) "UJ r(n-A)' /6 + <i\nr(n-ai).. ... (6 + d)"+1 r(n + 1 - ai) 6" T(n-/?i) '
STURM-LIOUVILLE DIFFERENCE EQUATIONS 95 so that the self-adjoint form of (5.3.3) is (5.3.4) vr(* + *)"+1II n+l-ari)A J A+<f\"r(n-ai) 6" r( CASE 3: If a = 0. b £ 0. b + d = 0. and c + f 4 0. by (5.0.1), (5.3.5) (6n + c)VAy(n) + (-6n + /)Ay(n) = -k b y(n) . Therefore, "~ bj + c- bj + w(n)=n f-J-0 Hj + i) + c L = (lLLY l = (HIV * ~~[ b ) "ffa-A)"^ b ) r(n_/?l) ;=o where /?i is as defined in (5.1.13), and t'H^Ywhrf+n (c+f) n + 1 bn r(n-A)' so that the self-adjoint form of (5.3.5) is \(c + f)n+1 1 (5.3.6) -Vy(n) -»(^)"ct<->- 6n T(n-/?i) CASE 4: If q = 0,6 = 0, d^O, and c ^ 0, by (5.0.1), (5.3.7) cVAy(n) + (<fn + f)Ay(n) = *<f y(n) . Therefore, n —1 ,. , j. ., n—1 ., n —1 It/ ] where ai is as defined in (5.1.14), and /<An fd\n dn+1 p(n) = f - J r(n-ai)(c+dn+/) = f - J r(n-ai)<f(n-ai) = -^-r(n-ai + l) , so that the self-adjoint form of (5.3.7) is (5.3.8) V dn+1 1 dn+1 —^-r(n - ax + l)Ay(n) = fc——r(n - ai)y(n) . Remark 5.3.1 These self-adjoint forms together with boundary conditions assigned where appropriate make up singular boundary value problems. Thus, they generate self-adjoint operators on Hilbert spaces. This will be discussed in detail in the next chapter.
96 ALOUF JIRARI 5.4 Orthogonality From (4.3.3), if p(n) vanishes at n\ and n2, then the polynomials yi(n) and yj(n) are orthogonal in £2{n\ + 1, n2;iu), provided 2/,(n), 2/j(n), Ayi(n), and Ayj(n) are finite for ni and n2. In this section, the interval of orthogonality, if any, is investigated for each one of the only four possible cases established in Section 5.1. CASE 1: If a ± 0: From (5.3.2), _ r(n-tti)r(n-q2) WW~ r(n-ft)r(n-ft)' and . v _ ar(n + 1 - at)r(n + 1 - a2) PW~ r(n-^)r(n-/%) where <x\, a2 are the roots of aj2 + (6 + d)j + c + / = 0, and ft, ft are the roots ofa(i + l)2 + 6(i+l) + c = 0. w(n) has zeros at ft, ft — 1,..., ft, ft — 1, • • •, and poles at c*i, c*i — 1,..., a2, a2— 1,..., while p(n) has zeros at ft, ft — 1,..., ft, ft — 1,..., and poles at a\ — 1, oc\ — 2,..., a2 — 1, a2 — 2, There are a lot of possibilities, all of which lead to an interval of orthgonality of length one at most, except for one: If there exist positive integers j and £ such that a2 = ft — j and a\ ■=. f32— ly then the polynomials are orthogonal in l2{f3\ + 1, ft — ■£; w) if ft — ^ > ft + 1. They are orthogonal in £2(/32 + 1, ft - j; w) if ft -.; > ft + 1. Likewise, if a2 = ft — j and c*i = ft — ^, then the polynomials are orthogonal in ^2(ft + l, ft-*; w) if ft -* > ft + l. They are orthogonal in *2(ft + 1, ft-j; u;) ifft-j>ft + l. Remark 5.4.1 Clearly, from this discussion ft,ft and therefore c*i,a2 must be integers.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 97 CASE 2: Ua = 0.b±0.ajidb + d±0: From (5.3.4), and where . fb + d\nT(n-ai) P(n) = (6+ «)(_- J J___ -ori) ) Firstly, if 6 + d «* =-JT1 and * = "S " L < 1; that is, —2 < — < 0, then w(n) has zeros at oo,/?i, 6 Pi — 1,..., and poles at ot\, c*i — 1,..., while p(n) has zeros at oo, /3\, /?i — 1,..., c c + / and poles at ai — 1, ql\ — 2, Therefore, if /?i -f 1 > a?i; that is, - < Secondly, if > 1, then w(n) has zeros at oo, /?i, /?i — 1,..., and poles at then the polynomials are orthogonal over the interval [/?i + 1, oo) = |6 + <* 6 + d' cti, ori — 1,..., while p(n) has zeros at —oo,/?i,/?i — 1,..., and poles at ot\ — 1, ai,—2, Therefore, if oc\ = /?i — r for some positive integer r; that is, if c + f c = 7 + 1 + r, then the polynomials are orthogonal over the interval 6 + a b (-oo,---r-l]. Otherwise, using the formula r(z)r(l — z) = and (fc + <f)n + l sin7T2r -, it follows that p(n) = )r(ai - n + lX-l)"-1 sin tt(1 - ax) ' 1 7T 6" T(n - /?i)r(ai - n)(-l)n sin tt(1 - ax) ' 7T Dividing by the constant — — - the self-adjoint form of (5.3.3) becomes (5.4.1) sinir(l — ai)' \(b + d)n+1 1 [ (-l)"6n r(n-/?!)r(ai-n) AY*(n) ( b J (_l)»-ir(n-/?Or(ai-n+l)Mw(n)- l)r(a1-n+l) The zeros ofp(n) are /?i,/?i —1,..., and ai,ai + l,..., while the zeros of w(n) are /?i,/?i — 1,..., and c*i + l,ai+2, Therefore, {ni,ni} — {ai,/?i}, and so
98 ALOUF JIRARI the polynomials are orthogonal in £2(ai +1, f3\\ w) if a\ < f}\> or £2(/3\ +1, ot\\ w) if f)\ < oc\. Moreover, in this case, n-l (5.4.2) yk(n)=T(n-l31-l)r(a1-n + 2)(-^j x ' I (JL.) T(n - fa - k - l)r(ai - n + 2) \b + dj n~l Remark 5.4.2 From the various intervals of orthogonality this discussion led to, it follows that - has to be an integer in case 2. CASE 3: If a = 0, b ^ 0, b -f d = 0, and c H- f # 0: From (5.3.6), and K.,.(«+/)(£+/)*T^. where /?i = —- — 1. 6 If c + f < 1, tx;(n) and p(n) have zeros at oo,/?i,/?i — 1, Therefore, the polynomials are orthogonal over the interval [f3\ + 1, oo) = — -, ooj. If > 1, u)(n) and p(n) have zeros at —oo,/?i,/?i — 1, For this reason, any interval of orthogonality has to be of length one, say [/?i — 1, /?i]. The same is happening if ft-1,.... Remark 5.4.3 As in case 2, - must be an integer. 6 1, where w(n) and p(n) have zeros fli,
STURM-LIOUVILLE DIFFERENCE EQUATIONS 99 CASE 4: If a = 0, b = 0, c ^ 0, and d ^ 0: From (5.3.8), w(n) = ( - ) T(n - ax) , and P(n) = d(-J T(n + 1 - ax) , where ai = — . a TAe polynomials in this case are not orthogonal, since p(n) does not have two zeros. 5.5 Evaluation of the || . ||2 Assume that the polynomials {yfc(rc)}£L0 are orthogonal in £2(ni + l,ri2; w). If (5.2.1) is multiplied by t/*(n) w(n)> then the summation is taken from (ni + 1) to 712, it follows that (5.5.1) B(k) ^ nyk+1(n)yk(n)w(n) + D(k) £ lA(n)w(n) = 0 . ni+l ru + 1 Similarly, if (5.2.1) is written for (k — 1), multiplied by yk+i(n)w(n), then the summation is taken from (ni + 1) to 712, it follows that fl2 7l2 (5.5.2) A(k - 1) £ yj+1(n)ti;(n) + fl(* - 1) £ ny*(n)y(4+1(n)ti;(n) = 0 . ni+l ni+l Now, if A(* - 1)JB(*) 7^ 0 for every ib, (5.5.1) and (5.5.2) imply that or ^ B(jb _ 2)£>(jb - 1) ^ ni + l v ' v ni-f-1 A(* - 2)B(* - 1) A(* - 3)B(* - 2) 2-, »*-a("Mn) B(k - 2)D(k - 1) B(k - 3)D(k - 2) 'n,+l and so on, so that (,,3) iLWH^^i,^;,;;.^"^-
100 ALOUF JIRARI Remark 5.5.1 The condition A(k — l)B(k) ^ 0 for every k does not impose any additional requirements. For, the three cases where orthogonality holds are: CASE 1: a # 0, where A(k) = - (- + k J (- + 2k) and B(k) = ( - + 2* J (~ + 2ib + 1J (- + 2k + 2 J . CASE 2: a = 0, 6 ^ 0, and b + <f ^ 0, where A(ib) = -b and £(ib) = <f. CASE 3: a = 0, 6 ^ 0, 6 + d = 0, and c + / ^ 0, where ;4(jfe) = £(ib) = 1. Clearly, in case 3, A(k — l)B(k) ^ 0 for every k. For cases 1 and 2, recall that the condition d ^ —ma was established in Remarks 3.2.2. This guarantees that A(k) ^ 0 and B(k) ^ 0 in case 1. In case 2, since a = 0, it guarantees that d ^ 0. Therefore, A(ib - l)B(k) ^ 0 for every k. 5.6 Zeros As mentioned in Ref. 15 and Fejer's notes at the end of Ref. 6, if in the recurrence relation (5.2.1), A(k)D(k) > 0 for every &, then the polynomials {2/*(n)}jbLo f°rm a generalized Siurmian sequence. As a result, the zeros of yjb(n) are real and distinct. They also lie on the interval of orthogonality of the y^s and separate the zeros of 2/jb-i(rc).
Chapter 6 The Four Representative Examples This chapter is a survey of the polynomials available in the literature, which satisfy difference equations of the form (5.0.1). There are actually four representative examples, each of which deserves a section of its own, listing all the characteristic properties. 6.1 The Generalized Tchebyshev Polynomials The generalized Tchebyshev polynomials are defined in Lesley's papers (see Refs. 12 and 13) as the polynomials satisfying [n2 + (p + 3 - A - B)n + (B - 1)(A - p - 2)]A2Pk(n) (6.1.1) +[(a + /3 + 2)n-(A- l)(a + 1) - (B - \){p + 1)]Aft(n) -Jb(Jb + a + p + l)Pk(n + 1) = 0 , where a, p are positive integers, n = A>..., B — 2, and k = 0,..., B — A. By (5.1.9), this is equivalent to [n2 - (A + B + a + l)n + A(B + a + 1)]VAT*(n) (6.1.2) +[(a + /? + 2)n - A(a + 1) - B(p + l)]ATk(n) =k(k + a + P+l)Tk(n), where a, p are positive integers, n = A+lf...fB — 1, and Ar = 0,..., B — A. Clearly, this is an example of case 1 since a = 1 ^ 0. From (4.3.1), c*i and a2 are the roots of (j — B)(j — (A — P — 1)) = 0. Therefore, c*i, a2 = £, A — P—l. Also, /?i and /?2 are the roots of (j +1 — A)(j — B — a) = 0. Therefore, ^i,A = i4-l,a + B. Since a! =z p2 — a and a2 = /?i — /?, it follows from the discussion of case 1 in Section 5.4 that these polynomials are orthogonal over the interval [A, B], By (5.3.2), the self-adjoint form of (6.1.2) is given by 101
102 ALOUF JIRARI (6.1.3) But T(n + 1 - B)T(n + 2-A + /3) T(n + 1 - A)T(n - a - B) ATt(n) k(k + a + p + ^r^-B^n-fl-A + g T(n + 1 - ff ) T(n - a - B) T(n + 1 - A)T{n - a - B)' = (n- B)...(n- B -a), = (-l)«+1(B-n)...(B + a-n), Similarly, , na+1r(B + a-n+l) ^ ; T(B-n+l) ' fI(^L=(„-B-l)...(n-B-„), = (-l)a(5 + 1 - n) ... (B + a - n), r(B + a-n+l) ^ ' T(B-n+l) ' So, substitution in (6.1.3) and multiplication by (—1)" give T(B + a - n + l)T(n -A + /3+2) (6.1.4) T(B - n)T(n - A + 1) ATk(n) = k(k + a + ^l)^B^-^fJ)n-AA^+l)Tk(n). T(B-n+l)T(n-A + l) From (5.1.11), the polynomial solutions T]fc(n) are given by T(n-A+f3)T(n-B-l) (6.1.5) r4(») - T(n_B_1)r(n_A+^ T(n-A-k)T(n-a-B-k-l)\
STURM-LIOUVILLE DIFFERENCE EQUATIONS 103 But r(n - a - B - 1) _ 1 T(n - B - 1) ~ (n-a-B- l)(n - a - B)... (n - B - 2) ' = (zll! (B + a+l- n)(a + B - n)... (B + 2 - n) ' T(g + 2-n) ^ ; T(5 + 2 + a - n) ' = (n-B-2)...(n-a-B-k-l) , Similarly, r(n - B - 1) T(n - a - B - k - 1) = (-l)a+k(B + 2-n)...(B + a + k+l-n), +kT(B + a + k + 2-n) K ' T(B + 2-n) Simple substitution in (6.1.5) then gives T(n-A+/3)r(B+a+k+2-n) <e> 1 «\ T (n\-f n* T(n-A)T(B+2-n) k (6.1.6) Tfc(n)_(-1) r(n_A+^)r(5+2+a_n)A T(n-A-k)T(B+2-n) As for the zeros, it is hard to use the test of Section 5.6 since the expressions for A(k) and D(k), as shown in case 1 of Section 5.2, are very complicated. For this reason, a different approach is adopted: If in (6.1.1) k(k + a + 0 + l)Pjfe(n) is added and subtracted, then (n-A + 0 + 2)(n - B + l)A2Pk(n) +[(a + /3+2)n-k(k + a + /3+l)-(A- 1)(« + 1) - (B - l)(j3 + l)]Aft(n) -k(k + a + j3 + l)Pjb(n) = 0 . When a = /? = 0, this becomes (n - A + 2)(n - (B + 1) + 2)A2P*(n) + [2n + 3 - k(k + 1) - A - (B + 1)]Aft(n) -k(k + l)Pjfe(n) = 0 .
104 ALOUF JIRARI Fejer's result mentioned in footnote 17 of Ref. 11, together with his notes at the end of Ref. 6, can be used to conclude that Pk(n) has real distinct zeros which lie on [Ay B] and separate the zeros of Pjb_i(n), since k < (B + 1) — A. Also, since both A and B are finite, they are both in the limit-circle case. Finally, the boundary value problem with the generalized Tchebyshev polynomials as eigenfunctions is (Ly)(n) = V T(B + a-n+l)r(n-A + /3 + 2) T(B - n)T(n -A + l) yW • *> fA n r(£ + a-n + l)r(n- A + /3+l)\ t set in i£ A, B: ———— -7—; - — , where A and B are inte- V T(B-n + l)T(n-A + l) /' gers such that A < B and a, ft are positive integers. The boundary conditions are W[y, 1](A) = p(A - l)[y(A) - y(A - 1)] = p(A - l)Vy(A) = 0 , and W[y, 1](B + 1) = p(B)[y(B + 1) - y(B)] = p(B)Ay(B) = 0 , where T(B + a-n+l)T(n-A + 0 + 2) PW ~ T(B - n)T(n -A+l) Fnr f in fi (a R- T(B + <* ~ n + l)T(n - A + 0 + 1)\ F°rfm£ [A'B' T(B-n + l)T(n-A+l) )' /(»)=E(/(»)>r»(»))J^JT5 B-A where \r(n-A+/3)r(B+a+k+2-n) T rnW n* r(n-A)r(B+2-n) r(n-A-k)T(B+2-n) Remarks 6.1.1 1) Since p(A— 1) = 0 and p(B) = 0, the boundary conditions p(A—l)Vy(A) = 0 and p(B)Ay(B) = 0 actually mean that Vy(A) and Ay(B) must be finite. 2) According to Ref. 7, the Hahn polynomials satisfy the equation
STURM-LIOUVILLE DIFFERENCE EQUATIONS 105 (N-l- n)(p+ 1 + n)Pk(n + 1) - [(N - 1 - n)(p+ 1 + n) + n(N + q - n)]Pk(n) +n(N + q - n)Pk(n - 1) + *(* + p + q + l)ft(n) = 0 , where p > —1, q > — 1, and k = 0 ..., N — 1. Rewriting this equation with n + 1 instead of n, adding and subtracting (N - 2 - n)(p + 2 + n)[Pk(n + 1) - Pjb(n)], it follows that (#-2-n)(p + 2 + n)A2P*(n) + [(7V-2-n)(p + 2 + n) - (n + l)(tf + g-l-n)] x AP*(n) + Jb(t + p + g + l)P*(n + 1) = 0 , which is equivalent, using (5.1.9), to [n2_(^^)n]vA^(n)+[(JH^+2)n-(p4-l)(iV-l)]Ai/Jb(n) = *(*+p+g+l)tf*(n) . This is clearly a special case of (6.1.2) where A = 0, B = N — 1, /? = p, and a = g. Making these sustitutions in the generakized Tchebyshev problem shows the following: The boundary value problem with the Hahn polynomials as ei gen functions is (Ly)(n) = V T(N + q-n)r(n + p + 2) . r(7V - 1 - n)r(n + 1) V{ \ ^T(N + q-n)T(n+p+l) . x = *(* + p+« + *> r(j?-n)r(»+?) y(w) ' • „o/« ,r , T(N+ q-n)T(n+p+l)\ set in £z I 0,iV — 1; ~-^ -r 1, where TV, a, ana <j are positive integers. The boundary conditions are W[y, 1](0) = p(-l)Vt/(0) = 0 , ana1 W[y, 1](#) = p(tf - l)Ay(N - 1) = 0 , tu/iere „r„^ = r(jv + <?-n)r(n + p + 2) n ; r(jv - n - i)r(n +1) ' meaning thai Vy(0) ana* Ay(N — 1) are /inrte.
106 ALOUF JIRARI torjmt\v,n 1, r(Ar _ n)r(n + 1} )> N-\ f(n)=Yl(f(n),Hk(n))^, where _ (-l)*r(n)r(AT + l-n) t kK ' T(n+p)T(N + l + q-n) T(n + p)T(N+l + g + k-n) T(n - k)T(N + 1 - n) 3) The analogue to Legendre polynomials referred to in Ref. 11 are also a special case of the generalized Tchebyshev polynomials. They satisfy the difference equation (n - a)(n - b)VAEk(n) + [2n + (1 - a - b)]AEk(n) = k(k + l)Ek(n) , where n = a + 1,..., 6 — 2, and k = 0,..., b — a — 1, which follows from (6.1.2) by setting A = a, 5 = 6—1, and a — /? = 0. Thus, the boundary value problem with the analogue to Legendre polynomials as eigenfunctions is (Ly)(n) = V[(n-a+ l)(n - 6 + l)Ay(n)] = k{k+l)y{n), set in £2(a,b — 1; 1), where a and b are integers with a < b. The boundary conditions are W[y,l](a)=p(a-l)Vy(a) = 0, and W[y, 1](6) = p(b - l)Aj/(6 - 1) = 0 , where p(n) = (n-a+ l)(n -6+1). That is, Vy(a) and Ay(b — 1) are finite. Forf in P{a,b- 1; 1),
STURM-LIOUVILLE DIFFERENCE EQUATIONS 107 where Ek(n) = (-1)*A* r(n-q)r(6 + l + ib-n) [T(n-a- k)(b + 1 - n) Further, case 1 of Section 5.2 shows that they satisfy the recurrence relation -£7*+2(n)+(3+2Jb)(2n-a-6-^ The Jordan polynomials, Qk(p)> are then obtained by setting Ek(ri) = 2kk\Qk(ri). The recurrence relation then becomes 4(*+2)Q*+2(n)-2(3+2*0(2n-a^^ A simple application of (5.5.3) then gives iiQti|2=4H2r+i)(jv2~i2)(iv2~22)---(iv2~fc2) >whereAr=6-a- The discrete Tchebyshev polynomials, Dk(n), mentioned in Ref. 4 as a special case of the Hahn polynomials, are actually a variation of the Jordan polynomials. In fact, Dk(n) = 2*Q*(n), so that ||D*||2 = -JL-(N* - 12)...(7V2 - t2), where N = b — a. Since the Jordan and the discrete Tchebyshev polynomials differ from the analogue to the Legendre polynomials by factors which depend only on k, they generate the same boundary value problem. 4) The analogue to Jacobi polynomials referred to in Ref. 11 are of no interest to us since they're orthogonal over an interval of length 2. They satisfy the difference equation (_n2 _ 4n _ S)A2Pk(n) + [-(p + q + 2)n + (qp - 2p - 3)]APk(n) +k(k + 1 + p + g)Pib(n + 1) = 0 , where p and <j are positive integers. By (5.1.9), this is equivalent to [n2-(p+q)n+(qp-p+q-l)]VAyk(n)^(p+q+2)n-pq+p-q + l]Ayk(n) = *(* + l+p+flf)y*(n) . Following case 1 of Sections 5.1 and 5.3, it is easy to see that {c*i, a2} = {—2,0}, and {/?i, /%} = {Pi Q ~ 2}, so that the self adjoint form of the difference equation is V[(n + 2) ... (n - 9 + 2)n ... (n - p)Ayk(n)] = k(k + 1 + p + q)(n + 1) ... (n - 9 + 2)(n - 1) ... (n - p)2/*(n) .
108 ALOUF JIRARI Clearly, p(n) = (n + 2) ... (n — q + 2)n ... (n — p) has zeros —2, — 1,..., q — 2, and 0,1,.. .,p, while w(n) = (n + 1) .. . (n — <j + 2)(n — 1) .. .(n — p) has zeros — 1,0,..., g — 2, and 1, 2,...,p. This means that the polynomials are orthogonal over [—2,0], provided —1 is not a zero of p(n) or w(n); that is, if q = 0. In this case, V[(n + 2)n .. .(n - p)Ay*(n)] = *(* + 1 + p)(n - 1) ... (n - p)yk(n) , and y*(*0 = 1 (n-2)(n-3)...(n-p-l) A*[n(rc-1) ... (n-k+l)(n-2)(n-g) ... (n-p^b-4)] 6.2 The Generalized Laguerre Polynomials The generalized Laguerre polynomials are defined in Ref. 12 as the polynomials satisfying the difference equation (6.2.1) (n-A + a + 2)A2Pk(n) + [(n-A + 1)(1 - e7) + a + l]APk(n) -*(l-e7)P*(n + l) = 0, where k > 0, n > A, j > 0, and a > —1. By (5.1.9), this is equivalent to (6.2.2) [ne7-Ae7]VAL*(n) + [(l-e7)n^^ Clearly, this is an example of case 2 since a = 0,6 = e7^0, and 6+d = 1 ^ 0. From (5.3.3), ct\ is the root of j + a + 1 — A = 0; that is, c*i = A — a — 1. Also, /?i is the root of e7j + (1 — A)ey = 0; that is, /?i = A — 1. = e~7 < 1 and —A < a + 1 — A, it follows from the discussion Since ei of case 2 in Section 5.4 that these polynomials are orthogonal over the interval [A, oo). By (5.1.12), the polynomial solutions are given by (6.2.3) M«) = J(n~*A) AS)"-1** T(n-A + a) T(n-A + a) / r(n - A - k) and the self-adjoint form of the difference equation they satisfy is (6.2.4) V . ,.„r(n-i + a + 2).r , T(n-A + 1) =(ow*(i-«T)r(rAttt^1)^(") T(n-A + 1)
STURM-LIOUVILLE DIFFERENCE EQUATIONS 109 Also, based on the result of case 2 in Section 5.2, the recurrence relation is given by (6.2.5) L»+2(n) + [(l-e-T)n+(fc+a+l)e-T -(A+k+2)]Lk+1(n) -K*+l)(a+l+*)e-7M») = 0 , and, by (5.5.3), 2 _ *!(a + k)\ f. T(n - A + a + 1) M -"is^rV r(»-A+i) • As for zeros, since (6.2.5) shows that A(&) = —e7 and £)(&) = — (k + l)(a + 1 + &), where 7 > 0, a > —1, and k > 0, A(fc)D(&) > 0 for every &, and the result stated in Section 5.6 applies. Also, since A is finite, it is in the limit-circle case. It remains to run the tests of Section 3.11 to see if 00 is in the limit-point or limit-circle case. _yn T(n-A + a+l) w(n) = e 7n—K— —-?■ OO implies that \^ w(n) < 00, since w(n + 1) _ e"7(n + l)T(n - A + a + 2)T(n - A + 1) n±™o w(n) ""n^o e"7nr(n- A + a + l)T(n - A+ 2) v -yn~ A + a + 1 = lim e 7 — = e 7 < 1 . n-+oo n-i4 + l On the other hand, _7n r(n - A + a + 2) p(n) = e r(n - A + 1) 00 implies that yj p(^)-1 = 00, since n=A p(n) .. e7(n+1)r(n-A + 2)r(n-A + a + 2) lim —: —r = lim — - ztzt, ; rr— , n-oop(n+l) n->oo e7nr(n - A + l)T(n - A + a + 3) n- A+l = lim eJ = e7 > 1 . n-*oo n — A + a + 2
110 ALOUF JIRARI This shows, according to Theorem 3.11.4 and 3.11.5, that for the generalized Laguerre polynomials neither Atkinson's limit-point test nor his limit-circle test at oo can be used. The only alternative left is Mingarelli's limit-point criterion, which does require rewriting (6.2.4) so that w(n) = 1. Following the procedure of Theorem 3.11.3, (6.2.4) is equivalent to (6.2.6) V[p(n)AL*(n)] + [#n)+^^^ = *(l-^)Z*(n), where 1 < \ ( M/2r / x ■7nr(n-i + q + l)1/2 Lk(n) = w(ny<zLk(n) = e 7a r(n - 4 + l)1/2 ^ ' p(n) = w(n)-^2p(n)w(n + l)"1/2 , n r(n-A + l)1/2 r(n-A + a + 2) i^±u ^n-A + a+l)1/2 T(n-A + 1) r(n-^ + 2)1/2 X r(n-A + a + 2)!/2 ' and 3 T(n - A + 2)1/2r(n - A + a + 2)1/2 62 r(n-A + iy/2r(n-A + a + iy/2 ' = e^2(n -A+ \yl\n - A + a + l)1'2 iu(n) 1'2q(n) = — u;(n) *[p(n)-f p(n — 1)] , -^n- T(n-A-fl) T(n - A + a + 1) ' T(n-A + a + 2) (n_^T(n-A + a+1) T(n-A+1) T(n-A) = -(n - A + a + 1) - e7(n - A)
STURM-LIOUVILLE DIFFERENCE EQUATIONS 111 so that Q(n) = [p(n) + p(n - 1) + w(n)-^2q(n)^ , = e^2{n -A + l)1/2(n - A + a + l)1'2* e7/2(n - A)1/2(n -A + a)1/2 -(n-X + a + 1)- e7(n - 4) . Remark 6.2.1 1) From the new difference equation (6.2.6), it is clear that the interval of orthogonality is still [A, oo). 2) Atkinson's limit-circle test at oo given by Theorem 3.11.4 fails once again oo oo since Y^ w(n) = Y^ 1 = oo. 3) It is equivalent to say that yk is in P{N) oo; w{n)) or that y* is in P{N) oo; 1), since oo oo oo £ |y*(n)|2u,(n) = £ \yk(n)w(n)^\2 = £ |fr(„)|2. n=iV n=N n=N Now that tu(n) = 1, for Atkinson's limit-point test at oo to work, it suffices to show that for some real A, Q{n) < A or n sufficiently large. Also, note that n=N ^p(n —1) x/2 = oo since, for N > A, oo oo £ p(n - l)"1/2 = £ e~T\n - A)-^(n -A + a)~1/4 , n=N n=N oo -7/4' n^N[(n-A)(n-A + a)}^' oo . > e~il* V - " ^(n-A + aY/*' = OO iii.. ( i. n — A + a . . v^ 1 l by the limit comparison test hm — = 1 and > -r- = oo I. \ n—oo n — A *-*'T (n — A)2 I N n=Ny ' /
112 ALOUF JIRARI This shows that if M(n) is set equal to 1 in Theorem 3.11.1, the only thing that remains to prove for Mingarelli's limit-point test at oo to work is that Q(n) < K\ where K\ is a positive constant, for n sufficiently large. Therefore, Atkinson's and Mingarelli's tests are in some sense equivalent. Since Q(n) = e7/2(n -A + l)1/2(n - A + a + l)1'2 + e^f2{n-Aff2{n-A + a)^2-(n-A + a + 1) - e7(n-A) , for n sufficiently large, Q(n) 2 e^/2n + e7/2n - n - e^n = -n(l - e7'2)2 < 0 , since j > 0. Therefore, A = K\ = 0 and the generalized Laguerre problem is limit-point at oo. Finally, the boundary value problem with the generalized Laguerre polynomials as eigenfunctions is (Ly)(n) = V ' „ T(n - A + a + 2) ' 6 r(n-A+l) Ay(w) • ,«> / * _™ r(n - A + a + 1) \ se< in kt I A,oo;e —^7 -j rr-1 I, where A is an integer, 7 > 0, and a < -1. T/iere is on/y one boundary condition, W[y, 1](A) = p(A - l)Vy(A) = 0, where p(n)-e-^T(n-A + a + 2) Kj C T(n-A + 1) ■ This essentially means that Vt/(A) must be finite.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 113 where *<">-i^7&5'*",)A' r(n-i4 + g) (w.n" [r(n-A-ib) Remark 6.2.2 1) The analogue to Laguerre polynomials referred to in Ref. 11 follows from the generalized Laguerre polynomials where ^4 = 0, a = 0, and e7 = p. They satisfy the difference equation (pn)VAAk(n) + (1 - p)n AAk(n) = (1 - p)fc ^(n) , which takes the self adjoint form V [p-n(n + l)AAk(n)} = p-»*(l - p)Ak(n) . These polynomials are orthogonal in ^2(0, oo;p~n) and, by case 2 of Section 5.2, they satisfy the recurrence relation Ak+2(n) - i4*+i(n)+ii^^i4*(n) = 0> sothat,||^|P = ?^L TAe boundary value problem with the analogue to Laguerre polynomials as eigenfunctions is (Ly)(n) = V[p-n(n+l)Ay(n)} = p-nk(l-p)y(n), set in ^2(0, oo; p~n), where p > 1. T/iere is only one boundary condition, W[y, 1](0) = p(-l)Vy(0) = 0 , where p(n) = p-n(n+l). For f in£2(0,oo;p~n), /(») = D/(»M»(»)>FrS, * = 0 ll^ll2
114 ALOUF JIRARI where — ^-U* Ak(n) = pn-1A i^Lpi- [T(n-ky 2) The Meixner polynomials of the first kind surveyed in Ref. 4 are a special case of the generalized Laguerre polynomials, the one where A = 0, e7 = -, and c a = f3 — 1. They satisfy the difference equation c(n + p + 1)A2Mk(n) + [(c - l)(n + 1) + /?c]AMt(n) - k(c - l)Af*+i(n) = 0 . Using (5.1.9), this is equivalent to nVAMi(n) + [(c - l)n + /?c] AAf*(n) = *(c - l)Af*(n) , where 0<c<l,/?>0, & > 0 and n > 1. The self-adjoint form of this equation is c r(» + i) AMfc(n) = cng!L±^ib(c_1)Mt(n)) r(n +1) and the polynomials are orthogonal in t2 ( 0, oo; cn—^ -r- J. TAe boundary value problem which generates the Meixner polynomials of the first kind is \Br(n+ /? + !) (Lj/)(n) = V c" r(n + i)'Ay(n) se< in ^2 (0, oo; cny^——• )' where /? < 0 and 0< c < 1. T/iere t5 on/y one boundary condition, W[y,l](0) = p(-l)Vy(0) = 0, where p(n) = c1 „r(n + /?+l) r(n +1) • That is, Vy(0) is finite. Mk(n) /(») = E(/(»).^(»)>Sji5
STURM-LIOUVILLE DIFFERENCE EQUATIONS 115 where Mk{n) = r(») i-„A* r(n + /? - 1) 6.3 The Krawtchouk Polynomials r(n+ /?-!) T(n - k) The Krawtchouk polynomials are defined in Ref. 16 in terms of the polynomials satisfying the difference equation (6.3.1) p(n + 1 - B)A2Pk(n) + (n + 1 - qA - pB)APk(n) - kPk(n + 1) = 0 , where p > 0, q > 0, p + q = 1, k = 0,..., B — A, and n = ^4,..., B — 2. By (5.1.9), this is equivalent to (6.3.2) (-nq + qA)VAPk(n) + (n - qA - pB)APk(n) = kPk(n + 1) , where n = A + l}.. ,}B — 1. This is another example of case 2 since a = 0, 6 = —g^O, and b + d = —g + 1 ^ 0. From (5.3.3), ct\ is the root of (1 — q)j — pB = 0; that is, ct\ = B. Also, /?i is the root of — qj + q(A — 1) = 0; that is, f3\ = A — 1. Moreover, following the discussion of Section 5.2 for case 2, it is easy to conclude that these polynomials are orthogonal over the interval [^4, B], By (5.1.12), the polynomial solutions are (6.3.3) Pkin^T(n-A)T(B+2-n)^n~ *[T{n_A_k*T{B_n+2) (f) where n = A,..., B and k = 0,..., B — A. The self-adjoint form of the difference equation they satisfy is (6.3.4) n-1 I p"*1 1 V[-^T(n-A+l)T(B-n)APk^ ■kPk(n) . qn T(n-A+l)T(B-n+l) Notice that if the weight is multiplied by —p~AqB(B — A)l, it becomes pn-AqB-n | 5 ~ ) t and the equivalent of (6.3.4) is then (6.3.5) = p"-AqB^(Bn-fjkPk(n). n-A+l Bo (B A)1 APk(n) / q T(n-A+l)T(B-n) k{ ' Also, a simple application of the result of Section 5.2 for case 2 shows that the recurrence relation is (6.3.6) qPk+2(n) + [n-(-qA-PB+k-2(k+l)q)]Pk+1(n)
116 ALOUF JIRARI +(k + l)p(B-A-k)Pk(n) = 0 . The Krawtchouk polynomials are given by Kk(n) = —-~^. They satisfy the recurrence relation (6.3.7) q(k+2)\ Kk+2(n) + [n+(^A-i>B+k-2(k+l)q](k + l)\ Kk+1(n) +(t+l)! f<B-i4-t)tf*(n) = 0 , or equivalently, dividing by (k + 1)!, (6.3.8) g(* + 2)Kk+2(n) + [n + {-qA -pB + k-2(k + l)q)]Kk+1(n) +p(B - A - k)Kk(n) = 0. From (5.5.3), it follows that ii**ii 2 _ pk(B-A)...(B-A-k + 1) qk k\ n=A V ' £-A = g^ (B-A)\ y (B_A)_n(B-A\ qkk\(B-A-k)\^oPq \ n ) > = Pk1-k(B-A)(p + <l)B-A, = '<->(*->*). since p + g = 1 . In addition, (6.3.8) shows that ^4(Ar) = q(k + 2) and D(k) = p(£ — ^4 — Ar), where p > 0, g > 0, and k = 0,..., B - A - 2. Therefore, A{k)D{k) > 0 and the result of Section 5.6 applies. Further, since A and B are finite, the Krawtchouk polynomials are limit-circle at both A and B. Finally, the boundary value problem with the Krawtchouk polynomials as eigen- functions is =tp»-v-"(f:^)«(»),
STURM-LIOUVILLE DIFFERENCE EQUATIONS 117 set in £2 ( A,B)pn~AqB~n I . J J, where A and B are integers, p > 0, q > 0, and p-\- q = 1. TVie boundary conditions are W[y,l](A)=p(A-l)Vy(A) = 0, and W[y, 1](B + 1) = p(B)Ay(B) = 0 , tu/iere K„\ _ ^n-A+l^B-n (^ — A). n)-_P q T(n-A+l)T(B-n)' That is, both Vy(A) and Ay(B) are finite. Forf in? ^,5;p"-V-" (f I^))> where KJn) - nn-A)V(B+2-n) (lY** J 1 /VT Remark 6.3.1 The Greenleaf polynomials discussed in Ref. 11 satisfy the difference equation (n + fl)VAGi(n) - 2nAG*(n) = -2JbG*(n) , where n = —B + 1,..., B — 1, and k = 0,..., 2B. They clearly represent the special case of Krawtchouk polynomials where A = — B and p = q = -. Therefore, the boundary value problem they generate is (Ly)(n) = V _L (25)! " " 22B+i r(n + B + l)r(B - n) yW = *2^ („%)»(»).
118 ALOUF JIRARI set in £2 I —B, B; -r^ I _ J J, where B is a positive integer. The boundary conditions are W[y, 1](-B) = p(-B - l)Vy(-B) = 0 , and where W[y,l](B+l) = p(B)Ay(B)=0, 1 (2B)! P(n) = —. 22B+1 T(n + B + l)r(5 - n) So, Vy(—B) and Ay(B) must be finite. ForftnP(-B,B;±(™B)), IB Gk(n) /(«) = £</(")>G*(")>p^ where Gk(n) _r(n+B)T(B + 2-n)Ak k\ T(n + B-k)r(B-n + 2)} 6.4 The Charlier Polynomials The Charlier polynomials are defined in Ref. 12 as the polynomials satisfying the difference equation (6.4.1) A2Pk(n) + (-pn -p + pq+ l)APk(n) + pkPk(n + 1) = 0 , where q is an integer, p > 1, n > g, and k > 0. Using (5.1.9), this is equivalent to (6.4.2) (pn - pq)VACk(n) + (-pn + pq + l)ACk(n) = -p*C*(n) , where n > q + 1. Clearly, this is an example of case 3 since a = 0, 6 = p ^ 0, 6 -f d = p — p = 0, and c + / = —pg + pg + 1 = 1 ^ 0. From (5.3.5), /3\ is the root of pj + (p — pg) = 0; that is, /?i = g — 1. Since c + / < 1, it follows from the discussion of case 3 in Section 5.4 that these polynomials are orthogonal over the interval [g,oo).
STURM-LIOUVILLE DIFFERENCE EQUATIONS By (5.1.13), the polynomial solutions are given by 119 (6.4.3) n-l a* C*(n) = r(n-g)pB-1A- Lpn-1r(ra-?-ir)J ' and the self-adjoint form of (6.4.2) is (6.4.4) pnT(n-q + l) ACk(n) = -pk pnT(n - q + 1) Cfc(n) . Also, using the result of Section 5.2 for case 3, the recurrence relation is (6.4.5) Ck+2(n) + n - (k + 2) - pq+l Ck+1(n) + —Cfe(n) = 0 ,
120 ALOUF JIRARI and, by (5.5.3), ||Cfe||2 = *!p-(*+*)ei. ib + 1 As for zeros, since (6.4.5) shows that A(k) = 1 and D(k) = , A(k)D(k) > 0 P for every k and the result of Section 5.6 applies. Also, since q is finite, it is in the limit-circle case. It remains to run the tests of Section 3.11 to see if oo is in the limit-point or limit-circle case. w(n) = p(n) = — pn(n — q)l implies that YJ w(n) < oo, but /_^p(rc) * = oo. For, n—q n—q .. ti;(n+l) 1 hm , x = hm — -r = 0, n->oo W[n) n-+oop(n — q + 1) and p(n) lim ——-—-T- = lim p(n — q + 1) = oo. n-*oop(n + 1) n-*oo This shows, according to Theorems 3.11.4 and 3.11.5, that for the Charlier polynomials, neither Atkinson's limit-point test, nor his limit-circle test at oo can be used. Now, in order to use Mingarelli's limit-point criterion, (6.4.2) must be rewritten so that w(n) = 1. Following the procedure of Theorem 3.11.3, (6.4.2) is equivalent to (6.4.6) V jp(n)ACfc(n)] + [p(n) + p(n - 1) + w(n)-l'2q(nj\ Ck(n) = -pkCk(n) ,
STURM-LIOUVILLE DIFFERENCE EQUATIONS 121 where Ck(n) = w(n)^Ck(n) = _^-2__Cfc(n) , p(n) = w(n)~1/2p(n)w(n + 1)~1/2 , _p^r(n-g + 2)1/2 p^rCn-^+l)1/2 ' and so that = P1/2(n-g+l)1/2, w(n)~1/2q(n) = -i^n)"1^)+p(n - 1)] , = —1 — w(n)~1p(n — 1) , pT(n-g+l) p^IXn-g) ' = -l-p(n-g) , Q(n) = p(n) + p(n - 1) + w(n)-1/2g(n) , = P1/2(n - q + l)1/2 + ^(n - q)1/2 - 1 - p(n - q) . Now that w(n) = 1, for Atkinson's limit-point test at oo to work, it suffices to show that for some real A, Q(n) < A for n sufficiently large. Note that oo oo *1/2 n=q+l n=g+l -1/2 oo 1 oo 1 n=g+l F n=l This shows that, if M(n) is set equal to 1 in Theorem 3.11.1, Q(n) < Ki where K\ is a positive constant is the only requirement for Mingarelli's limit-point test at oo to work. For n sufficiently large, Q(n) S 2p1/2n1/2 - pn - 1 = -(p1/2^2 - l)2 < 0 .
122 ALOUF JIRARI Therefore, K\ = 0 works and the Charlier problem is limit-point at oo. Finally, the boundary value problem with the Charlier polynomials as eigen- functions is (Ly)(n) = V \——±——Ay(n)] [pnT(n-q+l) = — pk pnT(n - q + 1) V(n) set in P ( g, oo; ——7 ~ 1, where q is an integer and p > 1. There is only V pnr{n-q+l)J one boundary condition, W[y,l)(q) = p(q-l)Vy(q) = 0, where p(n)~ P»r(n-q + iy which means that Vj/(g) must be finite. For f in t2 [ q, oo; ——. — 1 , /(n) = D/(n),C*(n))^, k=0 where n-l \k Cki^^Tin-q^-'A 1 [pn-irin - q - k) Remark 6.4.1 The Charlier polynomials mentioned in Ref. 4 satisfy the difference equation a2A2Pk(n) - (n + 1 - a)APk(n) + kPk(n + 1) = 0 , where a > 0, k > 0, and n > 0, or equivalently, nVAPk(n) + (-n + a)APk(n) = -kPk(n) , (n > 1) . These two equations follow from (6.4.1) and (6.4.2), respectively, by setting p = - and q = 0. Therefore, these polynomials are a specific case of the a Charlier polynomials surveyed in Ref. 12. They are also called Poisson-Charlier
STURM-LIOUVILLE DIFFERENCE EQUATIONS 123 polynomials. In fact, if the weight function is multiplied by e a, it becomes an e a—r, which is the Poisson distribution, n! For these polynomials, the boudary value problem is (Ly)(n) = V e~a—Ay(n) nl k an „/ ane~a\ set in ll I 0, oo; :— ), where 0 < a < 1. V nl J There is only one boundary condition, W[y, 1](0) = p(-l)Vt/(0) = 0 , where p{n) = e — , n! implying that V2/(0) must be finite. 0 / ane~a\ For f in £2 f 0, oo; — J, /(») = £(/(»), ft (»)>|7^, k=0 ii^ii2 where l-n \k Pk(n) = Tiny-" A r(n-*)J
Chapter 7 Left-Definite Spaces The purpose of this closing chapter is to set the difference operators of the four representative examples discussed in Chapter 6 in a left-definite space. This is accomplished in two parts. The first one applies to the generalized Tchebyshev and the Krawtchouk polynomials, for which the intervals of orthogonality are finite. The second one applies to the generalized Laguerre and the Charlier polynomials, for which the intervals of orthogonality are infinite. This follows the treatment of the self-adjointness of the Weyl problem in a left-definite space presented by Krall and Race in Ref. 10. 7.1 Finite Intervals Equations (6.1.4) and (6.3.5) show that, for both the generalized Tchebyshev and the Krawtchouk problems, the difference equation is of the form (7.1.1) V\p(n)Ay(n)] = fiw(n)y(n) , where n = A,..., By with A and B in the limit-circle case, and p(n) negative for n = A,...,£. (7.1.1) can be written equivalently (7.1.2) V[p(n)A2/(n)] + w(n)y(n) = Xw(n)y(n) , where A = /i + 1. Note that the eigenvalues A are now nonzero. In fact, they are k(k + a + ft + 1) > 0 for the generalized Tchebyshev problem (a,/? positive integers, k = 0,..., B — A), and k + 1 > 0 for the Krawtchouk problem (k = 0,..., B — A). 124
STURM-LIOUVILLE DIFFERENCE EQUATIONS 125 Definition 7.1.1 H1(Ai B,p, w) is the Hilbert space consisting of all sequences y{A)y..., y(#), for which (7.1.3) llyllfp = J2 {-K» " 1) |Vy(n)|2 + «,(„) |y(n)|2} . The inner product in H 1(A, B,p, u;) is given by B (7.1.4) (y, z)Hi = ^ i-P(n ~ l)Vy(n)Vz(n) + ti;(n)y(n)z(n)} . Now let a < a! < e < V < b. The following two theorems exhibit left-definite square integrable solutions of (7.1.2) in H1(ei 6,p, w) and H1(ai e — l,p, u;). Theorem 7.1.2 For a77 A with Im(X) ^ 0, there is a solution i(>b(n, A) = #i(n, A) + m&(A)02(rc, A) of (7.1.2) in H1(e) 6,p, w), the Sobolev space with inner product b (y, z) =^2 {~P(n ~ !)Vy(n)VJ(n) + tx;(n)y(n)2r(n)} . Proof In (7.1.2), multiplying by y(n) and taking the summation from e to V give (7.1.5) ^{v[p(n)Ay(n)]y(n) + ^n)|y(n)|2} = A^tx;(n)|y(n)|2. N JV N By the formula ^ u^Vvk — [ukVjc]M_1 — ^2 vJb-iVtijb, it follows that k=M k=M b' b' Y,y("W \p(n)Ay(n)] = [y(n)p(n)Ay(n)]f_1 - £>(n - l)|Vy(n)|2. n=c n=e Substitution in (7.1.5) yields b' (7.1.6) £ {-p(n - l)|Vy(n)|2 n + ™(n)|y(n)|2} n=c b' + [y^M^A^n)]^, = A£™(n)|y(n)|2 .
126 ALOUF JIRARI Let tpb' = 0i + m&/(A)02, where 6\ and 02 satisfy conditions (3.2.1), be the solution of (7.1.2) such that if>v(V + 1) + * i/>b'(b') = 0. Then, p(e - l)1>h,(e - l)AVv(e - 1) = p(e - 1) -1 -1 lp(e-l)J — mt>i(\) , -1 [p(e - 1) + rrib'(X) p(e - 1) and, if Vv(&') = #, then A^(6') = Vv(&' + 1) - Vv(&') = -(1 + k)K, so that p(b'Wh,(b')A1>h,(b') = -p(6')^(l + *)ff = -P(6')(l + *)|tf|2 . If y(n) is replaced by ipb'(n) in (7.1.6), then *' (7.1.7) Yl {-P(n ~ 1)|V^(^)|2 + w(n)\M*)\2} n=e , »' -p(6')(l + *)|#|2 + -^^3^ + mb,(\) = A£>(n)|<M")|2 • Let A = /i + zV, i/ ^ 0. Then separating the real part from the imaginary part in (7.1.7) leads to the equations and (7.1.8) J2utn)\to(n)\* = !*&*&, 0 £ {-p(n - l)|VW(n)|2 + w(n)\Mn)\2} ~ p(b')(l + k)\K\2 - -1 -Re(mt,(A)) + /iIm(mt'(A)). p(e - 1) Note that \K\2=\ipb<(b')\2<oo. Otherwise, if \K\=oo, for £to(n)|Vv(n)|2< OO to hold, w(n) would have to have at least a zero of multiplicity 2 at &', which is not the case for the generalized Tchebyshev and the Krawtchouk polynomials (see Sections 6.1 and 6.2).
STURM-LIOUVILLE DIFFERENCE EQUATIONS 127 Now if k = -1, then A^/(6') = 0 and m6/(A) = - *L\> so that> by (718)> ^{-P(n-l)|V^(n)|2+«'(n)|^(n)|2} = 1f^irRe K(A)^Im(w;(A)). Since p(n) < 0 and V < 6, b' ^2\-p(n - l)|VVv(n)| n+iu(n)|Vv(n)| j n=e -^^-Re^A))-^"^11 p(e-l) v\"" ' ^ „ Now, if 6' —► 6 on the left-hand side, it follows that £{^(n-l)|V«n)^ Theorem 7.1.3 For all A with Im(X) ^ 0, there is a solution ipa(n, A) = #i(n, A) + ma(A)02(rc, A) of (7.1.2) in H1(ay e — l,p, u;), the Sobolev space with inner product e-l (y, z) = X) {"^n " 1)V2/(n)VJ(n) + w(n)2/(n)j(n)} . Proof Following the steps of the previous proof, (7.1.9) £ {-p(n - l)|Vy(n)|2 +w(n)\y(n)\2} n=a' e-1 + B/(n)Kn)Ay(n)]!"-i = A^u;(n)|y(n)|2 .
128 ALOUF JIRARI Let ipai = $i + mai(\)02, where 0\ and 02 satisfy conditions (3.2.1), be the solution of (7.1.2) such that Vv(a' - 1) + /*Vv(a') = 0. Then, p(e - l)Vv(e - l)AVv(e - 1) = —, 77 - ma/(A), p{e - 1) and, if rpa'{a' — 1) = H, then p(a' - l)^a,(a' - l)A^(a' - 1) = -p(a' - 1) (± + l) |tf |2. Substituting Vv(rc) for y(n) in (7.1.2), letting A = p + zV with 1/ ^ 0, and separating real from imaginary parts yield the equations and (7.1.10) £ {-p(n - l)|VVv(«)|2 + ^(n)|V-a-(n)r}+p(«'-l) Q + l) |# |2 1 . ^ / Mu Im(mq/(A)) + Re (ma/(A)) - //-—- ^—^ -p(e-l) ""^^ " v Note that # can always be chosen so that \H\ < oo. So, if/i = —1, A^«/(a' - 1) = 0 and ma/(A) = - *; ~ ;, so that, by (7.1.10), /\V2\CL' — \) £ {-p(„-l)|V^(n)r+^)|^|2} = -7^Iy+Re (ma,(A))Vm(m;'(A)), n=a' and c-l p(e-l) Y, {~P(n - l)|VVa(n)|2 + w(n)\Mn)\2} < oo. n=a Theorem 7.1.4 Ify satisfies V[p(n)Ay(n)] + ir;(n)y(n) = Au;(n)y(n) witn tne conditions that p(a — l)Vy(a) = p(b)Ay(b) = 0, and y and 2: are in H1(a,b,p,w). Then, ■z(a - \)p{a - l)Vy(a) = z(6)p(6)Ay(6) = 0.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 129 Proof It suffices to show that \z(b)\ and \z(a — 1)| are finite. z(a — 1) can actually be chosen so that \z(a — 1)| < oo. b For z(b), since z is in H1(a,bJp,w)J V^ «{-p(n —l)|Vz(n)| +u;(n)|z(n)| >< n—a OO. In particular, iu(&)|z(&)| < oo. Because 0 < \w(b)\ < oo and |^(^)|2 < oo, it must be true that \z(b)\ < oo. ■ Definition 7.1.5 t * o u *u j-ff ± • u <o \< \ V\p(n)Ay(n)] + w(n)y(n) Let I be the difference operator given by (ly)(n) = —!£A-^— '/ v v . w[n) Set Dc = \y S H\a,b,p,w): ly £ H1(a,bip,w)ip(a-l)Vy(a) = 0 , p(b)Ay(b) = 0}. The operator C is defined by setting Cy = ly for all y in £>£. Theorem 7.1.6 (The Dirichlet Formula) For y in Dc and z in H1(a16,p, w), (7.1.11) (£y,*)* = (y,*)iP • Proof (7.1.11) means that b ^{V[p(n)At/(n)] + w(n)y(n)}-z(n) n—a b - ^{~-P(n ~ l)Vy(n)Vz(n) + iu(n)t/(n)z(n)} , which is clearly true, given the boundary conditions in Dc, since b b £vb(n)Ay(n)]J(n) = [z(n)p(n)Ay(n)]*_i - X>(" ~ l)Vy(n)Vz(n) . ■ n=a n—a Theorem 7.1.7 Dc is dense in H1(a1b1p1w). Proof Suppose that for some/in H1(aib1piw)1 (t/, /)#i = 0 for every t/in Ac. (7.1.11) implies that (Ly,f)i2 = 0. If t/ is chosen in H1(a1bipiw) so that Cy — j (this is possible if one shows that the range of C is all of H1(a1bip1w)1 which is the objective of Theorem 7.1.9, then Ly = f in l2{a,b\w) and (/,/)/» = 0. Therefore, / = 0 in P{a, 6; w) and / = 0 in Hl{a, 6,p, w). ■
130 ALOUF JIRARI Theorem 7.1.8 C is symmetric. Proof In the Dirichlet formula, (t/, z)jji = (Lt/, z)^2, replace z by Cz. Then, (7.1.12) (y1Cz)H^ = (Ly1Lz)l2. Reversing the roles oft/ and z in (7.1.12) gives (z, £t/)#i = (Lz, Lyjp, and taking the complex conjugate implies that (7.1.13) (Cy%z)Hi = (Ly,Lz)t*. By (7.1.12) and (7.1.13), it follows that (y, Cz)Hx = (£y, z)Hi. ■ Theorem 7.1.9 The inverse operator C~l exists and is bounded on H1(a1bipiw) . Moreover, the range of C is all ofH1(a16,p, w).
STURM-LIOUVILLE DIFFERENCE EQUATIONS 131 Proof 1) C is one to one: For, let u and v in H1(a1b1p1w) be such that Cu = Cv. Then Lu = Lv, or L(ti — v) = 0. Using (7.1.11) for t/ = z = u — v, it follows that (L(ti - w), u - v)t2 =(u-v,u- v)Hi = \\u - v\\2H1, = £ {-p(n - !)l v(" - »)rf+™(* - *)(»)l2}, = 0. Therefore, u — v = 0 in Hl(a,b,p,w), or ti = v in H1(a1b1p1w)1 and so £-1 exists. 2) C~l is bounded: Let / be in H1(aibipi w) and use (7.1.11)for y = z = C~lf. Then {C~lf,C-lf)m = {f,L~lf)o and \\C-Xf\\h < WfWoWL-'fWo < \\L-%A\f\\h < II^IHI/lllf., from Definition 7.1.1 of H1(aibipi w). Dividing by ||/||jyi and taking the supre- mum give H^llm < \\l-%12. 3) The range of C is all of H1^, 6,p, iv): Let / be in /^(a, 6,p, vu)and a<a!<V< b. From Chapter 3, the solution of£y = f with W[y, i>a'](a>') = W[y1 Vv](&'+1) = 0 b' is t/(n) = ]T ^/(A^n)™^)/^), where ||t/||#i(a',&') < #a'&'||/||#i(a',&')- As i=a' (a7, 6') approaches (a, 6), t/(n) approaches t/a6(rc), the solution of the boundary value problem on (a, 6), and Ga'b' approaches Gab- Hence, Ill/afrlljyriCa',^') < HyaftlljST^a,*) < Kab\\f\\w(a,b)' Letting (a', V) approach (a, b) on the left-hand side implies that and the proof is complete. ■ Theorem 7.1.10 C and therefore C~l are self-adjoint. Proof
132 ALOUF JIRARI Dc is dense in H1(a1b1p1w) by Theorem 7.1.7 and £ is symmetric by Theorem 7.1.8. Therefore, £ is self-adjoint and, since £-1 exists by Theorem 7.1.9, £-1 is also self-adjoint. ■ Remark 7.1.11 The operator £ is positive. In fact, by (7.1.11), for y in Dc, {^y^y)m = (y,£y)w = (Ly,Ly)t2 > 0. This implies that the eigenvalues A of £ are positive. In fact, if y is an eigen- function, 0 < (Cy, y)m = (At/, y)m = M\y\\m and so A > 0 . Now, let p(X) be the spectral projection measure of £. Then, /•OO for all / in H\a, 6,p, w) , f(n) = / dp(X)f(n) , Jo rOO for all f in Dc , Cf(n) = / Xdp(X)f(n) , Jo r°° l and forall/intf1^,*,;?,™) , C~1f(n) = -dp(X)f(n) . Jo X Theorem 7.1.12 The formula for the spectral resolution in ^2(a, 6; w), b-a f(n) = ^2{f(n)^k(n))yk(n) kzzO still holds in H1(a16, p, w).
STURM-LIOUVILLE DIFFERENCE EQUATIONS 133 Proof Let / be in H1(a1b1p1w) and g in Dc< Then, b-a •£< *=0 (^, S(/(n)>yfc(n))yfc(n)),a = (Lg,f)t2, = (9J)m , by (7.1.11), f°° = (g, dp(\)f(n))Hi, Jo = (Lg, / dp{\)f{n))t^ by (7.1.11), Jo so that b-a v" -co (L«7, QT(/(n), yfc(n))yfc(n) - / dp{\)f{n)))t> = 0, for all # in Ac. This holds for any element Cg of H1(aibipiw); that is, any /•oo &-« element L# in $?{a,b\w). Therefore, / dp(X)f(n) = Y^(/(n), yk(n))yk(n). 7.2 Infinite Intervals (6.2.4) and (6.4.4) show that, for the generalized Laguerre and the Charlier problems, the difference equation is of the form (7.2.1) V[p(n)Ay(n)] = fiw(n)y(n) , where n = a,..., oo, with a in the limit-circle case, oo in the limit-point case, and p(n) positive for n > a. (7.2.1) can be written equivalently (7.2.2) V[-p(n)Ay(n)] + w(n)y(n) = Xw(n)y(n) , where A = 1 — //. Here again, the eigenvalues A are nonzero. In fact, they are 1 +pk > 0 for the Charlier polynomials (p > 1, k > 0), and 1 — k(l — e7) > 0 for the generalized Laguerre polynomials (7 > 0, k > 0).
134 ALOUF JIRARI Definition 7.2.1 H1(a1 oo, p, w) is the Hilbert space consisting of all sequences y(a), y(a + 1),..., for which oo (7.2.3) IM&, = 52 {p(» " l)|Vj/(n)|2 + w(n)\y(n)\2} < oo. n=a The inner product in H1(ai oo,p, w) is given by oo (7.2.4) (y, z)H. = 53 {p(» - l)Vj/(n)Vz(n) + w(n)y(n)I(n)} . Theorem 7.2.2 If y satisfies V[—p(n)Ay(n)] + w(n)y(n) = Xw(n)y(n) with the condition that p(a — l)Vy(a) = 0, and y and z are in H1(a1 oo,p, w), then J(a — l)p(a — l)Vy(a) = 0 and lim J(n)p(n)Ay(n) = 0 . n—»>oo Proof it \ V^ / ^ f V[-p(n)Ay(n)] -f ti;(n)y(n) \ __, . (Ly, z)/a = 2^w(n) j -^ > z(n), n=a ^ ^ ' ^ oo = 5Z {Vi-pi^Ayin)] + tx;(n)y(n)} z(n), n = a oo = X) {P(n - l)Vy(n)Vz(n) + w;(n)y(n)J(n)} - ^(nMnJAyfa)]^ , n=a = (y,*)iP - [^(nWnlAyln)]*! . Now, y and z are in H1(ay oo,p, w). This implies on one hand that (y, z)#i <oo. On the other hand, it implies that Ly and z are in ^2(a, oo;w), so that (Ly,z)i2 < oo. Therefore, [z(n)p(n)Ay(n)](^_1 < oo. Since p(a — l)Ay(a — 1) = p(a — l)Vy(a) = 0, z can be defined at a — 1 so that \z(a - 1)| < oo and J(a - l)p(a - l)Vy(a) = 0.
STURM-LIOUVILLE DIFFERENCE EQUATIONS 135 Also, lim ~z(n)p(n)Ay(n) < oo, but it must be true that this limit vanishes. n—+00 In fact, if lim J(n)p(n)Ay(n) = A where A ^ 0, then, for all e > 0, there exists n—+00 iV such that, for all n > N, \J(n)p(n)Ay(n)\ > A — e, or |p1/2(n)At/(n)| > |pi/2(n)J(n)|- OO y E H1(ayooypyw) implies that /_^{p(n — l)|Vy(n)|2 + tx;(n)|2/(n)|2} < 00. n=a OO So, in particular, Y^P(n ~~ l)l^2/(n)|2 < °°- This means that /(n) = p(n — n=a l)1/2Vt/(n) is in ^2(a,oo; tx;). Consequently, g(n) = /(n + 1) = p(n)1/2Vt/(n + 1) = p(n)1/2 At/(n) is in ^2(a, 00; u;). Now, since z is in H1(aiooipiw)i w(n)ll2z(ri) is also in^2(a, 00; u;). Therefore, the product (p(n)ll2Ay(n))(w(n)ll2z(n)) is in ^(0,00; w). But, 00 00 .j £ IpW^AyOOIKn^'zHl > (A - e) ^ __7__w(„)|z(„)|, n=N n=N*^^ ' \ /I "( It^)1'2' 00 1 \ti;(n)/ For the generalized Laguerre problem, —7—- = — -7 = n — A + a + 1, w(n) T(n—A+a+1) p(n) while for the Charlier polynomials, —— = 1. Therefore, in both cases, w(n) 00 y^ Ip(n)1 '2Ay(n)\ \w(n)l'2z(n)\ diverges. This is clearly a contradiction. Thus, n = a the assumption that A ^ 0 must be wrong. So, lim ~z(n)p(n) Ay(n) = 0. ■
136 ALOUF JIRARI Definition 7.2.3 i.^. • //. w x V\—p(n)Ay(n)] + w(n)y(n) Let £ be the difference operator given by (ty)(n) = L FK J V\ V J K . w(n) Set Dc = {ye Hl{a,oo,p,w) : ^y G Hl{a,oo,p,w),p{a- l)Vy(a) = 0}. The operator £ is defined by setting Cy = ^/ for all y in £>£. Then, all the properties proved for C in the finite case still hold in the infinite one.
References 1. Asahi, T., "Spectral Theory of the Difference Equations", Supplement of the Progress of Theoretical Physics 36 (1966), 55-96. 2. Atkinson, F. V., Discrete and Continuous Boundary Problems, Academic Press, Inc., New York, 1964. 3. Chandrasekharan, K., Classical Fourier Transforms, Springer-Verlag, Berlin Heidelberg, 1989. 4. Chihara, T. S. , An Introduction to Orthogonal Polynomials, Gordon and Breach, Science Publishers, 1978. 5. Coddington, E. A. and Levinson, N., Theory of Ordinary Differential Equations, Robert E. Krieger Publishing Company, Malabar, Florida, 1984. 6. Jordan, C, "Sur une Serie de Polynomes Dont Chaque Somme Partielle Represente la Meilleure Approximation d'un Degre Donne Suivant la Methode des Moindres Carres", Proceedings of The London Mathematical Society 20 (1921), 297-325. 7. Karlin, S. and McGregor, J. L., "The Hahn Polynomials, Formulas and an Application", Scripta Mathematica 26 (1961), 33-46. 8. Keener, J. B., Principles of Applied Mathematics, Addison-Wesley Publishing Company, Reading, Massachusetts, 1988. 9. Krall, A. M., Applied Analysis, D. Reidel Publishing Company, Dordrecht, Holland, 1986. 10. Krall, A. M. and Race, D., "Self-Adjointness for the Weyl Problem Under an Energy Norm", Advances in Mathematics, to appear. 11. Lancaster, O. E., "Orthogonal Polynomials Defined by Difference Equations", American Journal of Mathematics 63 (1941), 185-207. 12. Lesky, P., "Orthogonale Polynomsysteme als Losungen Sturm- Liouvilleschen Differenzengleichungen", Monatschefte fur Math (1962). 13. Lesky, P., "Uber Polynomsysteme, die Sturm-Liouvilleschen Differenzen- 137
138 ALOUF JIRARI gleichungen Genugen", Math. Zeitschr. 78 (1962), 439-445. 14. Mingarelli, A. B., "A Limit-Point Criterion for a Three-Term Recurrence Relation", C. R. Math. Rep. Acad. Sci. Canada 3 n°3 (1981), 171-175. 15. Porter, M. B., "On the Roots of Functions Connected by a Linear Recurrent Relation of the Second Order", Annals of Mathematics (2nd series) 3 (1901-02), 55-70. 16. Szego, G., "Orthogonal Polynomials", American Mathematical Society, New York City, 1939. 17. Titchmarsh, E. C, Eigenfunction Expansions, second edition, Oxford at the Clarendon Press, 1962. 18. Welstead, S. T., "Boundary Conditions at Infinity for Difference Equations of Limit-Circle Type", Journal of Mathematical Analysis and Applications 89 n°2 (1982), 442-461. 19. Welstead, S. T., "Self-Adjoint Extensions of Jacobi Matrices of Limit- Circle Type", Journal of Mathematical Analysis and Applications 81 n°l (1982), 315-326.
Editorial Information To be published in the Memoirs, a paper must be correct, new, nontrivial, and significant. Further, it must be well written and of interest to a substantial number of mathematicians. Piecemeal results, such as an inconclusive step toward an unproved major theorem or a minor variation on a known result, are in general not acceptable for publication. Transactions Editors shall solicit and encourage publication of worthy papers. Papers appearing in Memoirs are generally longer than those appearing in Transactions with which it shares an editorial committee. As of October 3, 1994, the backlog for this journal was approximately 5 volumes. This estimate is the result of dividing the number of manuscripts for this journal in the Providence office that have not yet gone to the printer on the above date by the average number of monographs per volume over the previous twelve months, reduced by the number of issues published in four months (the time necessary for preparing an issue for the printer). (There are 6 volumes per year, each containing at least 4 numbers.) A Copyright Transfer Agreement is required before a paper will be published in this journal. By submitting a paper to this journal, authors certify that the manuscript has not been submitted to nor is it under consideration for publication by another journal, conference proceedings, or similar publication. Information for Authors and Editors Memoirs are printed by photo-offset from camera copy fully prepared by the author. This means that the finished book will look exactly like the copy submitted. The paper must contain a descriptive title and an abstract that summarizes the article in language suitable for workers in the general field (algebra, analysis, etc.). The descriptive title should be short, but informative; useless or vague phrases such as "some remarks about" or "concerning" should be avoided. The abstract should be at least one complete sentence, and at most 300 words. Included with the footnotes to the paper, there should be the 1991 Mathematics Subject Classification representing the primary and secondary subjects of the article. This may be followed by a list of key words and phrases describing the subject matter of the article and taken from it. A list of the numbers may be found in the annual index of Mathematical Reviews, published with the December issue starting in 1990, as well as from the electronic service e-MATH [telnet e-MATH.ams.org (or telnet 130.44.1.100). Login and password are e-math]. For journal abbreviations used in bibliographies, see the list of serials in the latest Mathematical Reviews annual index. When the manuscript is submitted, authors should supply the editor with electronic addresses if available. These will be printed after the postal address at the end of each article. Electronically prepared manuscripts. The AMS encourages submission of electronically prepared manuscripts in AmS-T^X or ^vi^-MeX because properly prepared electronic manuscripts save the author proofreading time and move more quickly through the production process. To this end, the Society has prepared "preprint" style files, specifically the amsppt style of AmS-T^X and the amsart style of ^M^^eX, which will simplify the work of authors and of the
production staff. Those authors who make use of these style files from the beginning of the writing process will further reduce their own effort. Electronically submitted manuscripts prepared in plain TgX or I£TeX do not mesh properly with the AMS production systems and cannot, therefore, realize the same kind of expedited processing. Users of plain TgX should have little difficulty learning AmS-T^X, and IdT^X users will find that A^S-M^X is the same as I^TgX with additional commands to simplify the typesetting of mathematics. Guidelines for Preparing Electronic Manuscripts provides additional assistance and is available for use with either A^S-T& or Af^S-M^X. Authors with FTP access may obtain Guidelines from the Society's Internet node e-MATH. ams. org (130.44.1.100). For those without FTP access Guidelines can be obtained free of charge from the e-mail address guide-elec@ math. ams. org (Internet) or from the Customer Services Department, American Mathematical Society, P.O. Box 6248, Providence, RI 02940-6248. When requesting Guidelines, please specify which version you want. At the time of submission, authors should indicate if the paper has been prepared using Aj^S"T& or *4m<S-I£TeX. The Manual for Authors of Mathematical Papers should be consulted for symbols and style conventions. The Manual may be obtained free of charge from the e-mail address cust-serv@math. ams. org or from the Customer Services Department, American Mathematical Society, P.O. Box 6248, Providence, RI 02940-6248. The Providence office should be supplied with a manuscript that corresponds to the electronic file being submitted. Electronic manuscripts should be sent to the Providence office immediately after the paper has been accepted for publication. They can be sent via e-mail to pub-submit@math.ams.org (Internet) or on diskettes to the Publications Department, American Mathematical Society, P. O. Box 6248, Providence, RI 02940-6248. When submitting electronic manuscripts please be sure to include a message indicating in which publication the paper has been accepted. Two copies of the paper should be sent directly to the appropriate Editor and the author should keep one copy. The Guide for Authors of Memoirs gives detailed information on preparing papers for Memoirs and may be obtained free of charge from the Editorial Department, American Mathematical Society, P. O. Box 6248, Providence, RI 02940-6248. For papers not prepared electronically, model paper may also be obtained free of charge from the Editorial Department. Any inquiries concerning a paper that has been accepted for publication should be sent directly to the Editorial Department, American Mathematical Society, P. O. Box 6248, Providence, RI 02940-6248.
Editors This journal is designed particularly for long research papers (and groups of cognate papers) in pure and applied mathematics. Papers intended for publication in the Memoirs should be addressed to one of the following editors: Ordinary differential equations, partial differential equations, and applied mathematics to JOHN MALLET-PARET, Division of Applied Mathematics, Brown University, Providence, RI 02912-9000; e-mail: am438000@ brownvm.brown.edu. Harmonic analysis, representation theory, and Lie theory to ROBERT J. STANTON, Department of Mathematics, The Ohio State University, 231 West 18th Avenue, Columbus, OH 43210-1174; electronic mail: stantonO function.mps.ohio-state.edu. Ergodic theory, dynamical systems, and abstract analysis to DANIEL J. RUDOLPH, Department of Mathematics, University of Maryland, College Park, MD 20742; e-mail: djr@math.umd.edu. Real and harmonic analysis to DAVID JERISON, Department of Mathematics, MIT, Rm 2-180, Cambridge, MA 02139; e-mail: j erison@math. mit. edu. Algebra and algebraic geometry to EFIM ZELMANOV, Department of Mathematics, University of Wisconsin, 480 Lincoln Drive, Madison, WI 53706-1388; e-mail: zelmanov@math. wise. edu Algebraic topology and differential topology to MARK MAHOWALD, Department of Mathematics, Northwestern University, 2033 Sheridan Road, Evanston, IL 60208-2730; e-mail: mark@math.nwu.edu. Global analysis and differential geometry to ROBERT L. BRYANT, Department of Mathematics, Duke University, Durham, NC 27706-7706; e-mail: bryant@math.duke.edu. Probability and statistics to RICHARD DURRETT, Department of Mathematics, Cornell University, White Hall, Ithaca, NY 14853-7901; e-mail: rtdOcornella.cit.Cornell.edu. Combinatorics and Lie theory to PHILIP J. HANLON, Department of Mathematics, University of Michigan, Ann Arbor, MI 48109-1003; e-mail: phil.hanlon@math.lsa.umich.edu. Logic and universal algebra to GREGORY L. CHERLIN, Department of Mathematics, Rutgers University, Hill Center, Busch Campus, New Brunswick, NJ 08903; e-mail: cherlin@math.rutgers.edu. Algebraic number theory, analytic number theory, and automorphic forms to WEN-CHING WINNIE LI, Department of Mathematics, Pennsylvania State University, University Park, PA 16802-6401; e-mail: wli@math.psu.edu. Complex analysis and nonlinear partial differential equations to SUN-YUNG A. CHANG, Department of Mathematics, University of California at Los Angeles, Los Angeles, CA 90024-1555; e-mail: chang@math.ucla.edu. All other communications to the editors should be addressed to the Managing Editor, PETER SHALEN, Department of Mathematics, Statistics, and Computer Science, University of Illinois at Chicago, Chicago, IL 60680; e-mail: shalenOmath.uic.edu.
Recent Titles in This Series (Continued from the front of this publication) 515 Krzysztof Ciesielski, Lee Larson, and Krzysztof Ostaszewski, J-density continuous functions, 1994 514 Anthony A. Iarrobino, Associated graded algebra of a Gorenstein Artin algebra, 1994 513 Jaume Llibre and Ana Nunes, Separatrix surfaces and invariant manifolds of a class of integrable Hamiltonian systems and their perturbations, 1994 512 Maria R. Gonzalez-Dorrego, (16,6) configurations and geometry of Kummer surfaces in P3, 1994 511 Monique Sable-Tougeron, Ondes de gradients multidimensionnelles, 1993 510 Gennady Bachman, On the coefficients of cyclotomic polynomials, 1993 509 Ralph Howard, The kinematic formula in Riemannian homogeneous spaces, 1993 508 Kunio Murasugi and Jozef H. Przytycki, An index of a graph with applications to knot theory, 1993 507 Cristiano Husu, Extensions of the Jacobi identity for vertex operators, and standard ^^-modules, 1993 506 Marc A. Rieffel, Deformation quantization for actions of Rd, 1993 505 Stephen S.-T. Yau and Yung Yu, Gorenstein quotient singularities in dimension three, 1993 504 Anthony V. Phillips and David A. Stone, A topological Chern-Weil theory, 1993 503 Michael Makkai, Duality and definability in first order logic, 1993 502 Eriko Hironaka, Abelian coverings of the complex projective plane branched along configurations of real lines, 1993 501 E. N. Dancer, Weakly nonlinear Dirichlet problems on long or thin domains, 1993 500 David Soudry, Rankin-Selberg convolutions for SC^+i x GL„: Local theory, 1993 499 Karl-Hermann Neeb, Invariant subsemigroups of Lie groups, 1993 498 J. Nikiel, H. M. Tuncali, and E. D. Tymchatyn, Continuous images of arcs and inverse limit methods, 1993 497 John Roe, Coarse cohomology and index theory on complete Riemannian manifolds, 1993 496 Stanley O. Kochman, Symplectic cobordism and the computation of stable stems, 1993 495 Min Ji and Guang Yin Wang, Minimal surfaces in Riemannian manifolds, 1993 494 Igor B. Frenkel, Yi-Zhi Huang, and James Lepowsky, On axiomatic approaches to vertex operator algebras and modules, 1993 493 Nigel J. Kalton, Lattice structures on Banach spaces, 1993 492 Theodore G. Faticoni, Categories of modules over endomorphism rings, 1993 491 Tom Farrell and Lowell Jones, Markov cell structures near a hyperbolic set, 1993 490 Melvin Hochster and Craig Huneke, Phantom homology, 1993 489 Jean-Pierre Gabardo, Extension of positive-definite distributions and maximum entropy, 1993 488 Chris Jantzen, Degenerate principal series for symplectic groups, 1993 487 Sagun Chanillo and Benjamin Muckenhoupt, Weak type estimates for Cesaro sums of Jacobi polynomial series, 1993 486 Brian D. Boe and David H. Collingwood, Enright-Shelton theory and Vogan's problem for generalized principal series, 1993 485 Paul Feit, Axiomization of passage from "local" structure to "global" object, 1993 484 Takehiko Yamanouchi, Duality for actions and coactions of measured groupoids on von Neumann algebras, 1993 (See the AMS catalog for earlier titles)
Second-Order Sturm-Liouville Difference Equations and Orthogonal Polynomials Alouf Jirari This well-written book is a timely and significant contribution to the understanding of difference equations. Presenting machinery for analyzing many discrete physical situations, the book would be of interest to physicists and engineers as well as mathematicians. The book develops a theory for regular and singular Sturm-Liouville boundary value problems for difference equations, generalizing many of the known results for differential equations. Discussing the self-adjointness of these problems as well as their abstract spectral resolution in the appropriate L2 setting, the book gives necessary and sufficient conditions for a second-order difference operator to be self-adjoint and have orthogonal polynomials as eigenfunctions. These polynomials are classified into four categories, each of which is given a properties survey and a representative example. Finally, the book shows that the various difference operators defined for these problems are still self-adjoint when restricted to "energy norms". This book would be suitable as a text for an advanced graduate course on Sturm-Liouville operators or on applied analysis. ISBN 0-8218-0359-X