A Riemann-Hilbert approach to asymptotic questions for orthogonal polynomials

Abstract A few years ago the authors introduced a new approach to study asymptotic questions for orthogonal polynomials. In this paper we give an overview of our method and review the results which have been obtained in Deift et al. (Internat. Math. Res. Notices (1997) 759, Comm. Pure Appl. Math. 52 (1999) 1491, 1335), Deift (Orthogonal Polynomials and Random Matrices: A Riemann–Hilbert Approach, Courant Lecture Notes, Vol. 3, New York University, 1999), Kriecherbauer and McLaughlin (Internat. Math. Res. Notices (1999) 299) and Baik et al. (J. Amer. Math. Soc. 12 (1999) 1119). We mainly consider orthogonal polynomials with respect to weights on the real line which are either (1) Freud-type weights d α(x)= e −Q(x) d x (Q polynomial or Q(x)=|x|β, β>0), or (2) varying weights d α n (x)= e −nV(x) d x (V analytic, lim |x|→∞ |V(x)|/ log |x|=∞ ). We obtain Plancherel–Rotach-type asymptotics in the entire complex plane as well as asymptotic formulae with error estimates for the leading coefficients, for the recurrence coefficients, and for the zeros of the orthogonal polynomials. Our proof starts from an observation of Fokas et al. (Comm. Math. Phys. 142 (1991) 313) that the orthogonal polynomials can be determined as solutions of certain matrix valued Riemann–Hilbert problems. We analyze the Riemann–Hilbert problems by a steepest descent type method introduced by Deift and Zhou (Ann. Math. 137 (1993) 295) and further developed in Deift and Zhou (Comm. Pure Appl. Math. 48 (1995) 277) and Deift et al. (Proc. Nat. Acad. Sci. USA 95 (1998) 450). A crucial step in our analysis is the use of the well-known equilibrium measure which describes the asymptotic distribution of the zeros of the orthogonal polynomials.

[1]  A. Magnus On Freud's equations for exponential weights , 1986 .

[2]  D. Lubinsky An update on orthogonal polynomials and weighted approximation on the real line , 1993 .

[3]  E. Saff,et al.  Logarithmic Potentials with External Fields , 1997 .

[4]  Percy Deift,et al.  New Results on the Equilibrium Measure for Logarithmic Potentials in the Presence of an External Field , 1998 .

[5]  H. Mhaskar,et al.  A proof of Freud's conjecture for exponential weights , 1988 .

[6]  Rene F. Swarttouw,et al.  Orthogonal polynomials , 2020, NIST Handbook of Mathematical Functions.

[7]  Hrushikesh Narhar Mhaskar,et al.  Extremal problems for polynomials with exponential weights , 1984 .

[8]  Stephanos Venakides,et al.  Strong asymptotics of orthogonal polynomials with respect to exponential weights , 1999 .

[9]  Stephanos Venakides,et al.  New results in small dispersion KdV by an extension of the steepest descent method for Riemann-Hilbert problems , 1997 .

[10]  F. Smithies,et al.  Singular Integral Equations , 1955, The Mathematical Gazette.

[11]  Stephanos Venakides,et al.  Asymptotics for polynomials orthogonal with respect to varying exponential weights , 1997 .

[12]  D. Lubinsky Asymptotics of Orthogonal Polynomials: Some Old, Some New, Some Identities , 2000 .

[13]  Stephanos Venakides,et al.  UNIFORM ASYMPTOTICS FOR POLYNOMIALS ORTHOGONAL WITH RESPECT TO VARYING EXPONENTIAL WEIGHTS AND APPLICATIONS TO UNIVERSALITY QUESTIONS IN RANDOM MATRIX THEORY , 1999 .

[14]  J. Baik,et al.  On the distribution of the length of the longest increasing subsequence of random permutations , 1998, math/9810105.

[15]  T. Zaslavsky,et al.  Asymptotic Expansions of Ratios of Coefficients of Orthogonal Polynomials with Exponential Weights , 1985 .

[16]  P. Deift,et al.  An extension of the steepest descent method for Riemann-Hilbert problems: the small dispersion limit of the Korteweg-de Vries (KdV) equation. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[17]  P. Deift,et al.  A steepest descent method for oscillatory Riemann–Hilbert problems. Asymptotics for the MKdV equation , 1993 .

[18]  P. Nevai Asymptotics for Orthogonal Polynomials Associated with $\exp ( - x^4 )$ , 1984 .

[19]  Rong-Chyu Sheen Plancherel-Rotach-type asymptotics for orthogonal polynomials associated with exp(- x 6 /6) , 1987 .

[20]  P. Deift,et al.  Asymptotics for the painlevé II equation , 1995 .

[21]  Athanassios S. Fokas,et al.  Discrete Painlevé equations and their appearance in quantum gravity , 1991 .

[22]  I. Gohberg,et al.  Factorization of Matrix Functions and Singular Integral Operators , 1980 .

[23]  E. A. Rakhmanov Strong asymptotics for orthogonal polynomials , 1993 .

[24]  Attila Máté,et al.  Asymptotics for the Zeros of Orthogonal Polynomials associated with Infinite Intervals , 1986 .

[25]  Irene A. Stegun,et al.  Handbook of Mathematical Functions. , 1966 .

[26]  M. Plancherel,et al.  Sur les valeurs asymptotiques des polynomes d'Hermite $$H_n (x) = ( - I)^n e^{\frac{{x^2 }}{2}} \frac{{d^n }}{{dx^n }}\left( {e^{ - \frac{{x^2 }}{2}} } \right),$$ , 1929 .

[27]  T. Kriecherbauer,et al.  Strong asymptotics of polynomials orthogonal with respect to Freud weights , 1999 .