Abstract
We analyze the Krawtchouk polynomials K n (x,N,p,q) asymptotically. We use singular perturbation methods to analyze them for N→∞, with appropriate scalings of the two variables x and n. In particular, the WKB method and asymptotic matching are used. We obtain asymptotic approximations valid in the whole domain [0,N]×[0,N], involving some special functions. We give numerical examples showing the accuracy of our formulas.
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Abramowitz, M., Stegun, I.A. (eds.): Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables. Dover, New York (1992)
Atakishiyev, N.M., Pogosyan, G.S., Vicent, L.E., Wolf, K.B.: Separation of discrete variables in the 2-dim finite oscillator. In: Quantum Theory and Symmetries, Kraków, 2001, pp. 255–260. World Scientific, River Edge (2002)
Bassalygo, L.A.: Generalization of Lloyd’s theorem to arbitrary alphabet. Probl. Control Inf. Theory/Probl. Upr. Teorii Inf. 2(2), 133–137 (1973)
Chihara, L., Stanton, D.: Zeros of generalized Krawtchouk polynomials. J. Approx. Theory 60(1), 43–57 (1990)
Delsarte, P.: An algebraic approach to the association schemes of coding theory. Philips Res. Rep. Suppl. (10), vi+97 (1973)
Dominici, D., Knessl, C.: Asymptotic analysis by the saddle point method of the Anick-Mitra-Sondhi model. J. Appl. Math. Stoch. Anal. 2004(1), 19–71 (2004)
Dragnev, P.D., Saff, E.B.: A problem in potential theory and zero asymptotics of Krawtchouk polynomials. J. Approx. Theory 102(1), 120–140 (2000)
Feinsilver, P., Schott, R.: Krawtchouk polynomials and finite probability theory. In: Probability Measures on Groups, X, Oberwolfach, 1990, pp. 129–135. Plenum, New York (1991)
Habsieger, L.: Integer zeros of q-Krawtchouk polynomials in classical combinatorics. Adv. in Appl. Math. 27(2–3), 427–437 (2001). Special issue in honor of Dominique Foata’s 65th birthday, Philadelphia, PA, 2000
Habsieger, L.: Integral zeroes of Krawtchouk polynomials. In: Codes and association schemes, Piscataway, NJ, 1999. DIMACS Ser. Discrete Math. Theoret. Comput. Sci., vol. 56, pp. 151–165. Am. Math. Soc., Providence (2001)
Habsieger, L., Stanton, D.: More zeros of Krawtchouk polynomials. Graphs Comb. 9(2), 163–172 (1993)
Ismail, M.E.H., Simeonov, P.: Strong asymptotics for Krawtchouk polynomials. J. Comput. Appl. Math. 100(2), 121–144 (1998)
Ivan, C.: A multidimensional nonlinear growth, birth and death, emigration and immigration process. In: Proceedings of the Fourth Conference on Probability Theory, Braşov, 1971, pp. 421–427. Editura Acad. R.S.R., Bucharest (1973)
Koekoek, R., Swarttouw, R.F.: The Askey-scheme of hypergeometric orthogonal polynomials and its q-analogue. Technical Report 98-17, Delft University of Technology (1998). http://aw.twi.tudelft.nl/~koekoek/askey/
Krasikov, I.: Bounds for the Christoffel-Darboux kernel of the binary Krawtchouk polynomials. In: Codes and association schemes, Piscataway, NJ, 1999. DIMACS Ser. Discrete Math. Theoret. Comput. Sci., vol. 56, pp. 193–198. Am. Math. Soc., Providence (2001)
Krasikov, I., Litsyn, S.: On integral zeros of Krawtchouk polynomials. J. Comb. Theory Ser. A 74(1), 71–99 (1996)
Krasikov, I., Litsyn, S.: On the distance distributions of BCH codes and their duals. Des. Codes Cryptogr. 23(2), 223–231 (2001)
Krasikov, I., Litsyn, S.: Survey of binary Krawtchouk polynomials. In: Codes and association schemes, Piscataway, NJ, 1999. DIMACS Ser. Discrete Math. Theoret. Comput. Sci., vol. 56, pp. 199–211. Am. Math. Soc., Providence (2001)
Lebedev, N.N.: Special Functions and Their Applications. Dover, New York (1972). Translated from the Russian
Lenstra, H.W. Jr.: Two theorems on perfect codes. Discrete Math. 3, 125–132 (1972)
Levenshtein, V.I.: Krawtchouk polynomials and universal bounds for codes and designs in Hamming spaces. IEEE Trans. Inf. Theory 41(5), 1303–1321 (1995)
Li, X.-C., Wong, R.: A uniform asymptotic expansion for Krawtchouk polynomials. J. Approx. Theory 106(1), 155–184 (2000)
Lloyd, S.P.: Binary block coding. Bell Syst. Tech. J. 36, 517–535 (1957)
Lorente, M.: Quantum mechanics on discrete space and time. In: New developments on fundamental problems in quantum physics, Oviedo, 1996. Fund. Theories Phys., vol. 81, pp. 213–224. Kluwer Academy, Dordrecht (1997)
MacWilliams, F.J., Sloane, N.J.A.: The Theory of Error-Correcting Codes. I. North-Holland, Amsterdam (1977). North-Holland Mathematical Library, vol. 16
Nevai, P.: Two of my favorite ways of obtaining asymptotics for orthogonal polynomials. In: Anniversary Volume on Approximation Theory and Functional Analysis, Oberwolfach, 1983. Internat. Schriftenreihe Numer. Math., vol. 65, pp. 417–436. Birkhäuser, Basel (1984)
Nikiforov, A.F., Suslov, S.K., Uvarov, V.B.: Classical Orthogonal Polynomials of a Discrete Variable. Springer Series in Computational Physics. Springer, Berlin (1991). Translated from the Russian
Olver, F.W.J.: Asymptotics and Special Functions. AKP Classics. A K Peters Ltd., Wellesley (1997). Reprint of the 1974 original
Poli, A., Huguet, L.: Error Correcting Codes. Prentice Hall International, Hemel Hempstead (1992). Translated from the 1989 French original
Qiu, W.-Y., Wong, R.: Asymptotic expansion of the Krawtchouk polynomials and their zeros. Comput. Methods Funct. Theory 4(1), 189–226 (2004)
Schoutens, W.: Stochastic Processes and Orthogonal Polynomials. Lecture Notes in Statistics, vol. 146. Springer, New York (2000)
Sharapudinov, I.I.: Asymptotic properties of Krawtchouk polynomials. Mat. Zametki 44(5), 682–693, 703 (1988)
Sloane, N.J.A.: An introduction to association schemes and coding theory. In: Theory and Application of Special Functions, Proc. Advanced Sem., Math. Res. Center, Univ. Wisconsin, Madison, Wis., 1975, pp. 225–260. Academic, New York (1975)
Solé, P.: An inversion formula for Krawtchouk polynomials with applications to coding theory. J. Inf. Optim. Sci. 11(2), 207–213 (1990)
Stroeker, R.J., de Weger, B.M.M.: On integral zeroes of binary Krawtchouk polynomials. Nieuw Arch. Wisk. (4) 17(2), 175–186 (1999)
Szegő, G.: Orthogonal Polynomials, 4th edn. American Mathematical Society, Providence (1975). American Mathematical Society, Colloquium Publications, vol. XXIII
Wang, Z., Wong, R.: Asymptotic expansions for second-order linear difference equations with a turning point. Numer. Math. 94(1), 147–194 (2003)
Whittaker, E.T., Watson, G.N.: A Course of Modern Analysis. Cambridge Mathematical Library. Cambridge University Press, Cambridge (1996). Reprint of the fourth (1927) edition
Zhedanov, A.: Oscillator 9j-symbols, multidimensional factorization method, and multivariable Krawtchouk polynomials. In: Calogero-Moser-Sutherland Models, Montréal, QC, 1997. CRM Ser. Math. Phys., pp. 549–561. Springer, New York (2000)
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Dominici, D. Asymptotic analysis of the Krawtchouk polynomials by the WKB method. Ramanujan J 15, 303–338 (2008). https://doi.org/10.1007/s11139-007-9078-9
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DOI: https://doi.org/10.1007/s11139-007-9078-9