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Journal of Computational and Applied Mathematics Extensions of Discrete
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Elsevier - Publisher Connector Journal of Computational and Applied Mathematics 225 (2009) 440–451 Contents lists available at ScienceDirect Journal of Computational and Applied Mathematics journal homepage: www.elsevier.com/locate/cam Extensions of discrete classical orthogonal polynomials beyond the orthogonality R.S. Costas-Santos a,∗, J.F. Sánchez-Lara b a Department of Mathematics, University of California, South Hall, Room 6607 Santa Barbara, CA 93106, USA b Universidad Politécnica de Madrid, Escuela Técnica Superior de Arquitectura, Departamento de Matemática Aplicada, Avda Juan de Herrera, 4. 28040 Madrid, Spain article info a b s t r a c t α,β Article history: It is well-known that the family of Hahn polynomials fhn .xI N/gn≥0 is orthogonal with Received 5 November 2007 respect to a certain weight function up to degree N. In this paper we prove, by using the three-term recurrence relation which this family satisfies, that the Hahn polynomials can MSC: be characterized by a ∆-Sobolev orthogonality for every n and present a factorization for 33C45 Hahn polynomials for a degree higher than N. 42C05 We also present analogous results for dual Hahn, Krawtchouk, and Racah polynomials 34B24 and give the limit relations among them for all n 2 N0. Furthermore, in order to get Keywords: these results for the Krawtchouk polynomials we will obtain a more general property of Classical orthogonal polynomials orthogonality for Meixner polynomials. Inner product involving difference ' 2008 Elsevier B.V. All rights reserved. -
Extensions of Discrete Classical Orthogonal Polynomials Beyond the Orthogonality
W&M ScholarWorks Arts & Sciences Articles Arts and Sciences 2009 Extensions of discrete classical orthogonal polynomials beyond the orthogonality R. S. Costas-Santos J. F. Sanchez-Lara Follow this and additional works at: https://scholarworks.wm.edu/aspubs Recommended Citation Costas-Santos, R. S., & Sánchez-Lara, J. F. (2009). Extensions of discrete classical orthogonal polynomials beyond the orthogonality. Journal of Computational and Applied Mathematics, 225(2), 440-451. This Article is brought to you for free and open access by the Arts and Sciences at W&M ScholarWorks. It has been accepted for inclusion in Arts & Sciences Articles by an authorized administrator of W&M ScholarWorks. For more information, please contact [email protected]. Journal of Computational and Applied Mathematics 225 (2009) 440–451 Contents lists available at ScienceDirect Journal of Computational and Applied Mathematics journal homepage: www.elsevier.com/locate/cam Extensions of discrete classical orthogonal polynomials beyond the orthogonality R.S. Costas-Santos a,∗, J.F. Sánchez-Lara b a Department of Mathematics, University of California, South Hall, Room 6607 Santa Barbara, CA 93106, USA b Universidad Politécnica de Madrid, Escuela Técnica Superior de Arquitectura, Departamento de Matemática Aplicada, Avda Juan de Herrera, 4. 28040 Madrid, Spain article info a b s t r a c t α,β Article history: It is well-known that the family of Hahn polynomials fhn .xI N/gn≥0 is orthogonal with Received 5 November 2007 respect to a certain weight function up to degree N. In this paper we prove, by using the three-term recurrence relation which this family satisfies, that the Hahn polynomials can MSC: be characterized by a ∆-Sobolev orthogonality for every n and present a factorization for 33C45 Hahn polynomials for a degree higher than N. -
Volume 18, Number 4 – July 15, 2011
O P - S F N E T - Volume 18, Number 4 – July 15, 2011 Editors: Diego Dominici [email protected] Martin Muldoon [email protected] The Electronic News Net of the SIAM Activity Group on Orthogonal Polynomials and Special Functions http://math.nist.gov/opsf/ Please send contributions to: [email protected] Subscribe by mailing to: [email protected] or to: [email protected] Today's Topics 1. Conference “Transform Methods and Special Functions” 2. International Symposium in Copenhagen 3. Presence of OPSF on the web 4. Hong Kong Conference on Asymptotics and Special Functions 5. Knowledge base of formulas (Dmitry Karp) 6. Comment 1 on Dmitry Karp's proposal (Dan Lozier) 7. Comment 2 on Dmitry Karp's proposal (T. Koornwinder) 8. Journal “Fractional Calculus and Applied Analysis” 9. A. A. Karatsuba memorial issue 10. Preprints in arXiv.org 11. About the Activity Group 12. Submitting contributions to OP-SF NET and SIAM-OPSF (OP-SF Talk) Calendar of Events: July 18-22, 2011 ICIAM 2011 - 7th International Congress on Industrial and Applied Mathematics, Vancouver, Canada (including minisymposium on “Painlevé equations”) 17.6 #6 http://www.iciam2011.com July 24-29, 2011 Complex Analysis, Operator and Approximation Theories, Conference dedicated to the memory of Franz Peherstorfer, Linz, Austria http://www.caota2011.jku.at/ July 28-30, 2011 International Conference on Special Functions & their Applications (ICSFA 2011), (10th Annual Conference of SSFA), Jodhpur, India http://www.ssfaindia.webs.com/conf.htm 1 August 8-13, 2011 "Formal and Analytic -
Image Analysis by Discrete Orthogonal Dual Hahn Moments
Pattern Recognition Letters 28 (2007) 1688–1704 www.elsevier.com/locate/patrec Image analysis by discrete orthogonal dual Hahn moments Hongqing Zhu a, Huazhong Shu a,c,*, Jian Zhou a, Limin Luo a,c, J.L. Coatrieux b,c a Laboratory of Image Science and Technology, Department of Computer Science and Engineering, Southeast University, 210096 Nanjing, People’s Republic of China b INSERM U642, Laboratoire Traitement du Signal et de l’Image, Universite´ de Rennes I, 35042 Rennes, France c Centre de Recherche en Information Biome´dicale Sino-franc¸ais (CRIBs), France Received 29 May 2005; received in revised form 26 February 2007 Available online 29 April 2007 Communicated by L. Younes Abstract In this paper, we introduce a set of discrete orthogonal functions known as dual Hahn polynomials. The Tchebichef and Krawtchouk polynomials are special cases of dual Hahn polynomials. The dual Hahn polynomials are scaled to ensure the numerical stability, thus creating a set of weighted orthonormal dual Hahn polynomials. They are allowed to define a new type of discrete orthogonal moments. The discrete orthogonality of the proposed dual Hahn moments not only ensures the minimal information redundancy, but also elim- inates the need for numerical approximations. The paper also discusses the computational aspects of dual Hahn moments, including the recurrence relation and symmetry properties. Experimental results show that the dual Hahn moments perform better than the Legendre moments, Tchebichef moments, and Krawtchouk moments in terms of image reconstruction capability in both noise-free and noisy con- ditions. The dual Hahn moment invariants are derived using a linear combination of geometric moments. -
The Askey-Scheme of Hypergeometric Orthogonal Polynomials and Its Q-Analogue
The Askey-scheme of hypergeometric orthogonal polynomials and its q-analogue Roelof Koekoek Ren´eF. Swarttouw Abstract We list the so-called Askey-scheme of hypergeometric orthogonal polynomials and we give a q- analogue of this scheme containing basic hypergeometric orthogonal polynomials. In chapter 1 we give the definition, the orthogonality relation, the three term recurrence rela- tion, the second order differential or difference equation, the forward and backward shift operator, the Rodrigues-type formula and generating functions of all classes of orthogonal polynomials in this scheme. In chapter 2 we give the limit relations between different classes of orthogonal polynomials listed in the Askey-scheme. In chapter 3 we list the q-analogues of the polynomials in the Askey-scheme. We give their definition, orthogonality relation, three term recurrence relation, second order difference equation, forward and backward shift operator, Rodrigues-type formula and generating functions. In chapter 4 we give the limit relations between those basic hypergeometric orthogonal poly- nomials. Finally, in chapter 5 we point out how the ‘classical’ hypergeometric orthogonal polynomials of the Askey-scheme can be obtained from their q-analogues. Acknowledgement We would like to thank Professor Tom H. Koornwinder who suggested us to write a report like this. He also helped us solving many problems we encountered during the research and provided us with several references. Contents Preface 5 Definitions and miscellaneous formulas 7 0.1 Introduction . 7 0.2 The q-shifted factorials . 8 0.3 The q-gamma function and the q-binomial coefficient . 10 0.4 Hypergeometric and basic hypergeometric functions . -
Curriculum Vita
CURRICULUM VITA NAME: Mourad E.H. Ismail AFFILIATION: University of Central Florida and King Saud University and ADDRESS: Department of Mathematics University of Central Florida 4000 Central Florida Blvd. P.O. Box 161364 Orlando, FL 32816-1364, USA. Telephones: Cell (407) 770-9959. POSITION: Research Professor at U of Central Florida PERSONAL DATA: Born April 27, 1944, in Cairo, Egypt. Male. Married. Canadian and Egyptian citizen, Permanent resident in the United States. EDUCATION: Ph.D. 1974 (Alberta), M.Sc. 1969 (Alberta), B.Sc. 1964 (Cairo). MATHEMATICAL GENEALOGY: Source: The Mathematics Genealogy Project, http://www.genealogy.ams.org • Yours truly, Ph. D. 1974, Advisor: Waleed Al-Salam. • Waleed Al-Salam, Ph. D. 1958, Advisor: Leonard Carlitz. • Leonard Carlitz, Ph. D. 1930, Advisor: Howard Mitchell. • Howard Mitchell, Ph. D. 1910, Advisor: Oswald Veblen. • Oswald Veblen, Ph. D. 1903, Advisor: Eliakim Hastings Moore. • Eliakim Hastings Moore, Ph. D. 1885, Advisor: H. A. Newton. • H. A. Newton, B. S. Yale 1850, Advisor: Michel Chasles. • Michel Chasles, Ph. D. 1814, Advisor: Simeon Poisson. • Simeon Poisson, Advisor: Joseph Lagrange. • Joseph Lagrange, Ph. D. Advisor: Leonhard Euler. 1 RESEARCH INTERESTS: Approximation theory, asymptotics, combinatorics, integral transforms and operational calculus, math- ematical physics, orthogonal polynomials and special functions. POSITIONS HELD: 2010{2012 Chair Professor, City University of Hong Kong 2003-2012 and 2013-present Professor, University of Central Florida 2008{2016 Distinguished Research -
Abramowitz Function Computed by Clenshaw's Method, 74 Absolute
Copyright ©2007 by the Society for Industrial and Applied Mathematics. This electronic version is for personal use and may not be duplicated or distributed. Index Abramowitz function for parabolic cylinder functions, computed by Clenshaw’s method, 378 74 for prolate spheroidal harmonics, absolute error, 356 364 Airy function for Scorer functions, 361 contour integral for, 166 for toroidal harmonics, 366 Airy functions of Remes, 290 algorithm, 359 analytic continuation of generalized asymptotic estimate of, 18 hypergeometric function, 27 asymptotic expansions, 81, 360 anomalous behavior of recursions, 118 Chebyshev expansions, 80, 85 a warning, 122 computing confluent hypergeometric complex arguments, 359 functions, 120 Gauss quadrature, 145 exponential integrals, 121 scaled functions, 359 first order inhomogeneous zeros, 224 equation, 121 connection formulas, 360, 361 modified Bessel functions, 118 contour integral for, 264 anti-Miller algorithm, 110, 112 differential equation, 249, 359 associated Legendre functions relation with hypergeometric computation for z>0, 363 function, 28 asymptotic expansion used in uniform asymptotic uniform, 237 expansion, 250 asymptotic expansions Airy-type asymptotic expansion alternative asymptotic for modified Bessel functions of representation for (z),49 purely imaginary order, 375 alternative expansion for parabolic cylinder functions, for (z),49 383 for (a, z),47 obtained from integrals, 249, 264 convergent asymptotic algorithm representation, 46 for Airy functions, 359 converging factor, 40 for computing zeros of Bessel exponentially improved, 39 functions, 385 for (a, z),39 for modified Bessel functions, 370 exponentially small remainders, 38 for oblate spheroidal harmonics, hyperasymptotics, 40 365 of exponential integral, 37, 38 405 From "Numerical Methods for Special Functions" by Amparo Gil, Javier Segura, and Nico Temme Copyright ©2007 by the Society for Industrial and Applied Mathematics. -
Orthogonal Polynomials and Special Functions
Orthogonal Polynomials and Special Functions SIAM Activity Group on Orthogonal Polynomials and Special Functions ???? Newsletter ???? Published Three Times a Year October 1997 Volume 8, Number 1 Contents formatik, Mathematik und Naturwissenschaften). My new address there is: From the Editor . 1 Prof. Dr. Wolfram Koepf Message from the Chair: Charter Renewal . 2 Fachbereich IMN Reports from Meetings and Conferences . 4 HTWK Leipzig Forthcoming Meetings and Conferences . 5 Gustav-Freytag-Str. 42 A Books and Journals . 9 D-04277 Leipzig Call For Papers . 16 phone: +49-341-307 64 95 Software Announcements . 17 fax: +49-341-301 27 22 Problems and Solutions . 17 e-mail: [email protected] Miscellaneous . 19 WWW: http://www.imn.htwk-leipzig.de/~koepf How to Contribute to the Newsletter . 24 Activity Group: Addresses . 24 At least for the next few months, I will, however, be still a±liated with Konrad-Zuse-Zentrum so that you can send your messages to both places, L P O N A L Y and my old WWW homepage will still be valid. O N G O O M These changes are time-consuming, and I am H I A T L R SIAM indebted to Tom Koornwinder and Martin Mul- S O Activity Group doon who do a great job as Editors of the elec- tronic newsletter OP-SF Net. Fortunately I could S S P E Est. 1990 N borrow much material from them. Indeed, their C O I I A C T material was the main source for my collection L F U N today. I would like to announce that I will resign my From the Editor editorship at the end of the period of my appoint- ment, i.e. -
Orthogonal Polynomials: an Illustrated Guide
Orthogonal Polynomials: An Illustrated Guide Avaneesh Narla December 10, 2018 Contents 1 Definitions 1 2 Example 1 2 3 Three-term Recurrence Relation 3 4 Christoffel-Darboux Formula 5 5 Zeros 6 6 Gauss Quadrature 8 6.1 Lagrange Interpolation . .8 6.2 Gauss quadrature formula . .8 7 Classical Orthogonal Polynomials 11 7.1 Hermite Polynomials . 11 7.2 Laguerre Polynomials . 12 7.3 Legendre Polynomials . 14 7.4 Jacobi Polynomials . 16 7.5 Chebyshev Polynomials of the First Kind . 17 7.6 Chebyshev Polynomials of the Second Kind . 19 7.7 Gegenbauer polynomials . 20 1 Definitions Orthogonal polynomials are orthogonal with respect to a certain function, known as the weight function w(x), and a defined interval. The weight function must be continuous and positive such that its moments (µn) exist. Z b n µn := w(x)x dx; n = 0; 1; 2; ::: a The interval may be infinite. We now define the inner product of two polynomials as follows Z 1 hf; giw(x) := w(x)f(x)g(x) dx −∞ 1 We will drop the subscript indicating the weight function in future cases. Thus, as always, a 1 sequence of polynomials fpn(x)gn=0 with deg(pn(x)) = n are called orthogonal polynomials for a weight function w if hpm; pni = hnδmn Above, the delta function is the Kronecker Delta Function There are two possible normalisations: If hn = 1 8n 2 f0; 1; 2:::g, the sequence is orthonormal. If the coefficient of highest degree term is 1 for all elements in the sequence, the sequence is monic. -
On Sieved Orthogonal Polynomials Ii: Random Walk Polynomials
Can. J. Math., Vol. XXXVIII, No. 2, 1986, pp. 397-415 ON SIEVED ORTHOGONAL POLYNOMIALS II: RANDOM WALK POLYNOMIALS JAIRO CHARRIS AND MOURAD E. H. ISMAIL 1. Introduction. A birth and death process is a stationary Markov process whose states are the nonnegative integers and the transition probabilities (1.1) pmn(t) = Pr{X(t) = n\X(0) = m) satisfy Pmt + 0(/) n = m + 1 (1.2) Pm„(t) = 8mt + 0(0 n = m - 1 1 — 08m + Sm)t + o(0 n = m, as / —> 0. Here we assume /?n > 0, 8n + 1 > 0, « = 0, 1,. , but ô0 ^ 0. Karlin and McGregor [10], [11], [12], showed that each birth and death process gives rise to two sets of orthogonal polynomials. The first is the set of birth and death process polynomials {Qn(x) } generated by Ôo(*) = 1> Gi(*) = (A) + «b " ^Vi8o, « > 0. In this case there exists a positive measure da supported on [0, oo) such that oo Qn(x)Qm(x)da(x) = 8mn/iTn, m, n = 0, 1,. /; o holds where •un = /yj,... p„-l/{sls2... 8„), « > o, «o = l. The second set is the set of random walk polynomials. They arise when one studies a random walk on the state space. The random walk polynomials {Rn(x) } satisfy the recursion (1.3) xRn(x) = BnRn + x(x) + AA-i(*)> n > 0 and the initial conditions Received October 3, 1984 and in revised form February 14, 1985. This research was partially supported by NSF Grant MCS 8313931, Arizona State University and the National University of Colombia. 397 Downloaded from https://www.cambridge.org/core. -
Moments of Classical Orthogonal Polynomials
Moments of Classical Orthogonal Polynomials zur Erlangung des akademischen Grades eines Doktors der Naturwissenschaften (Dr.rer.nat) im Fachbereich Mathematik der Universität Kassel By Patrick Njionou Sadjang ????? Ph.D thesis co-supervised by: Prof. Dr. Wolfram Koepf University of Kassel, Germany and Prof. Dr. Mama Foupouagnigni University of Yaounde I, Cameroon October 2013 Tag der mündlichen Prüfung 21. Oktober 2013 Erstgutachter Prof. Dr. Wolfram Koepf Universität Kassel Zweitgutachter Prof. Dr. Mama Foupouagnigni University of Yaounde I Abstract The aim of this work is to find simple formulas for the moments mn for all families of classical orthogonal polynomials listed in the book by Koekoek, Lesky and Swarttouw [30]. The generating functions or exponential generating functions for those moments are given. To my dear parents Acknowledgments Foremost, I would like to express my sincere gratitude to my advisors Prof. Dr. Wolfram Koepf and Prof. Dr. Mama Foupouagnigni for the continuous support of my Ph.D study and research, for their patience, motivation, enthusiasm, and immense knowledge. Their guidance helped me in all the time of research and writing of this thesis. I could not have imagined having better advisors and mentors for my Ph.D study. I am grateful to Prof. Dr. Mama Foupouagnigni for enlightening me the first glance of re- search. My sincere thanks also go to Prof. Dr. Wolfram Koepf for offering me the opportunity to visit the University of Kassel where part of this work has been written. I acknowledge the financial supports of the DAAD via the STIBET fellowship which en- abled me to visit the Institute of Mathematics of the University of Kassel. -
Large Parameter Cases of the Gauss Hypergeometric Function
1 Large Parameter Cases of the Gauss Hypergeometric Function Nico M. Temme CWI, P.O. Box 94079, 1090 GB Amsterdam, The Netherlands e-mail: [email protected] ABSTRACT We consider the asymptotic behaviour of the Gauss hypergeometric function when several of the parameters a, b, c are large. We indicate which cases are of interest for orthogonal polynomials (Jacobi, but also Krawtchouk, Meixner, etc.), which results are already available and which cases need more attention. We also consider a few examples of 3F2 functions of unit argument, to explain which difficulties arise in these cases, when standard integrals or differential equations are not available. 2000 Mathematics Subject Classification: 33C05, 33C45, 41A60, 30C15, 41A10. Keywords & Phrases: Gauss hypergeometric function, asymptotic expansion. Note: Work carried out under project MAS1.2 Analysis, Asymptotics and Computing. This report has been accepted for publication in the proceedings of The Sixth International Symposium on Orthogonal Polynomials, Special Functions and their Applications, 18-22 June 2001, Rome, Italy. 1. Introduction The Gauss hypergeometric function ∞ a, b ab a(a + 1) b(b + 1) (a) (b) F ; z =1+ z + z2 + . = n n zn, (1.1) 2 1 c c c(c + 1) 2! (c) n! n=0 n X where Γ(a + n) a (a) = = ( 1)n n! − , (1.2) n Γ(a) − n arXiv:math/0205065v1 [math.CA] 7 May 2002 is defined for z < 1 and c = 0, 1, 2,... | | 6 − − A simplification occurs when b = c: a, b F ; z = (1 z)−a. (1.3) 2 1 b − When a or b are non-positive integers the series in (1.1) will terminate, and F reduces to a polynomial.