Special Function Solutions of Painlevé Equations: Theory, Asymptotics and Applications

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Orthogonal Polynomials: Current Trends and Applications

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Abstract

In this paper we review the construction of special function solutions of the Painlevé differential equations. We motivate their study using the theory of orthogonal polynomials, in particular deformation of classical weight functions, as well as unitarily invariant ensembles in random matrix theory. The asymptotic behavior of these Painlevé functions can be studied in at least two different regimes, using the Riemann-Hilbert approach and the classical saddle point method for integrals.

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References

  1. Balogh, F., Bertola, M., Bothner, T.: Hankel determinant approach to generalized Vorob’ev-Yablonski polynomials and their roots. Constr. Approx. 44(3), 417–453 (2016)

    Article  MathSciNet  Google Scholar 

  2. Basor, E., Chen, Y., Ehrhardt, T.: Painlevé V and time-dependent Jacobi polynomials. J. Phys. A 43(1), 015204, 25 (2010)

    Google Scholar 

  3. Bertola, M., Bothner, T.: Zeros of large degree Vorob’ev-Yablonski polynomials via a Hankel determinant identity. Int. Math. Res. Not. IMRN 2015(19), 9330–9399 (2015)

    Article  MathSciNet  Google Scholar 

  4. Bertola, M., Elias Rebelo, J.G., Grava, T.: Painlevé IV critical asymptotics for orthogonal polynomials in the complex plane. SIGMA Symm. Integr. Geom. Method Appl. 14, Paper No. 091, 34 (2018)

    Google Scholar 

  5. Bleher, P.M., Its, A.R.: Asymptotics of the partition function of a random matrix model. Ann. Inst. Four. 55(6), 1943–2000 (2005)

    Article  MathSciNet  Google Scholar 

  6. Bleistein, N.: Saddle point contribution for an n-fold complex-valued integral (2012)

    Google Scholar 

  7. Bleistein, N., Handelsman, R.A.: Asymptotic Expansions of Integrals, 2nd edn. Dover Publications, New York (1986)

    MATH  Google Scholar 

  8. Boelen, L., Van Assche, W.: Discrete Painlevé equations for recurrence coefficients of semiclassical Laguerre polynomials. Proc. Amer. Math. Soc. 138(4), 1317–1331 (2010)

    Article  MathSciNet  Google Scholar 

  9. Bogatskiy, A., Claeys, T., Its, A.: Hankel determinant and orthogonal polynomials for a Gaussian weight with a discontinuity at the edge. Comm. Math. Phys. 347(1), 127–162 (2016)

    Article  MathSciNet  Google Scholar 

  10. Bornemann, F.: On the numerical evaluation of Fredholm determinants. Math. Comp. 79(270), 871–915 (2010)

    Article  MathSciNet  Google Scholar 

  11. Bothner, T., Miller, P.D., Sheng, Y.: Rational solutions of the Painlevé-III equation. Stud. Appl. Math. 141(4), 626–679 (2018)

    Article  MathSciNet  Google Scholar 

  12. Buckingham, R.: Large-degree asymptotics of rational Painlevé-IV functions associated to generalized hermite polynomials. Int. Math. Res. Not. IMRN 07, rny172 (2018)

    Google Scholar 

  13. Buckingham, R.J., Miller, P.D.: Large-degree asymptotics of rational Painlevé-II functions: noncritical behaviour. Nonlinearity 27(10), 2489–2578 (2014)

    Article  MathSciNet  Google Scholar 

  14. Buckingham, R.J., Miller, P.D.: Large-degree asymptotics of rational Painlevé-II functions: critical behaviour. Nonlinearity 28(6), 1539–1596 (2015)

    Article  MathSciNet  Google Scholar 

  15. Charlier, C.: Asymptotics of Hankel determinants with a one-cut regular potential and Fisher–Hartwig singularities. Int. Math. Res. Not. 2018, 62 (2018)

    Google Scholar 

  16. Charlier, C., Deaño, A.: Asymptotics for Hankel determinants associated to a Hermite weight with a varying discontinuity. SIGMA Symm. Integr. Geom. Method Appl. 14, Paper No. 018, 43 (2018)

    Google Scholar 

  17. Chen, Y., Dai, D.: Painlevé V and a Pollaczek-Jacobi type orthogonal polynomials. J. Approx. Theory 162(12), 2149–2167 (2010)

    Article  MathSciNet  Google Scholar 

  18. Chen, Y., Its, A.: Painlevé III and a singular linear statistics in Hermitian random matrix ensembles. I. J. Approx. Theory 162(2), 270–297 (2010)

    Article  Google Scholar 

  19. Chen, Y., Zhang, L.: Painlevé VI and the unitary Jacobi ensembles. Stud. Appl. Math. 125(1), 91–112 (2010)

    MathSciNet  MATH  Google Scholar 

  20. Chihara, T.S.: An introduction to Orthogonal Polynomials. Mathematics and its Applications, vol. 13. Gordon and Breach Science Publishers, New York (1978)

    Google Scholar 

  21. Claeys, T., Kuijlaars, A.B.J., Vanlessen, M.: Multi-critical unitary random matrix ensembles and the general Painlevé II equation. Ann. Math. 168(2), 601–641 (2008)

    Article  MathSciNet  Google Scholar 

  22. Clarkson, P.A.: Painlevé equations—nonlinear special functions. In: Orthogonal Polynomials and Special Functions. Lecture Notes in Mathematics, vol. 1883, pp. 331–411. Springer, Berlin (2006)

    Google Scholar 

  23. Clarkson, P.A.: On Airy solutions of the second Painlevé equation. Stud. Appl. Math. 137(1), 93–109 (2016)

    Article  MathSciNet  Google Scholar 

  24. Clarkson, P.A., Jordaan, K.: The relationship between semiclassical Laguerre polynomials and the fourth Painlevé equation. Constr. Approx. 39(1), 223–254 (2014)

    Article  MathSciNet  Google Scholar 

  25. Clarkson, P.A., Jordaan, K., Kelil, A.: A generalized Freud weight. Stud. Appl. Math. 136(3), 288–320 (2016)

    Article  MathSciNet  Google Scholar 

  26. Deaño, A.: Large z asymptotics for special function solutions of Painlevé II in the complex plane. SIGMA Symm. Integr. Geom. Method Appl. 14, Paper No. 107, 19 (2018)

    Google Scholar 

  27. Deaño, A., Simm, N.J.: On the probability of positive-definiteness in the gGUE via semi-classical Laguerre polynomials. J. Approx. Theory 220, 44–59 (2017)

    Article  MathSciNet  Google Scholar 

  28. Deift, P.A.: Orthogonal Polynomials and Random Matrices: A Riemann-Hilbert Approach. Courant Lecture Notes in Mathematics, vol. 3. New York University, Courant Institute of Mathematical Sciences, New York; American Mathematical Society, Providence (1999)

    Google Scholar 

  29. Deift, P., Kriecherbauer, T., McLaughlin, K.T.-R., Venakides, S., Zhou, X.: Strong asymptotics of orthogonal polynomials with respect to exponential weights. Comm. Pure Appl. Math. 52(12), 1491–1552 (1999)

    Article  MathSciNet  Google Scholar 

  30. Desrosiers, P., Liu, D.-Z.: Asymptotics for products of characteristic polynomials in classical β-ensembles. Constr. Approx. 39(2), 273–322 (2014)

    Article  MathSciNet  Google Scholar 

  31. Fasondini, M., Fornberg, B., Weideman, J.A.C.: Methods for the computation of the multivalued Painlevé transcendents on their Riemann surfaces. J. Comput. Phys. 344, 36–50 (2017)

    Article  MathSciNet  Google Scholar 

  32. Fedoryuk, M.V.: Asymptotic methods in analysis. In: Analysis I, pp. 83–191. Springer, Berlin (1989)

    Google Scholar 

  33. Filipuk, G., Van Assche, W., Zhang, L.: The recurrence coefficients of semi-classical Laguerre polynomials and the fourth Painlevé equation. J. Phys. A 45(20), 205201, 13 (2012)

    Google Scholar 

  34. Fokas, A.S., Its, A.R., Kitaev, A.V.: The isomonodromy approach to matrix models in 2D quantum gravity. Comm. Math. Phys. 147(2), 395–430 (1992)

    Article  MathSciNet  Google Scholar 

  35. Fokas, A.S., Its, A.R., Kapaev, A.A., Yu, V.: Novokshenov. Painlevé Transcendents. The Riemann-Hilbert Approach. Mathematical Surveys and Monographs, vol. 128. American Mathematical Society, Providence (2006)

    Google Scholar 

  36. Fornberg, B., Weideman, J.A.C.: A computational exploration of the second Painlevé equation. Found. Comput. Math. 14(5), 985–1016 (2014)

    Article  MathSciNet  Google Scholar 

  37. Forrester, P.J.: Log-Gases and Random Matrices. London Mathematical Society Monographs Series, vol. 34. Princeton University Press, Princeton (2010)

    Google Scholar 

  38. Forrester, P.J., Witte, N.S.: Application of the τ-function theory of Painlevé equations to random matrices: PIV, PII and the GUE. Comm. Math. Phys. 219(2), 357–398 (2001)

    Article  Google Scholar 

  39. Forrester, P.J., Witte, N.S.: Application of the τ-function theory of Painlevé equations to random matrices: PV, PIII, the LUE, JUE, and CUE. Comm. Pure Appl. Math. 55(6), 679–727 (2002)

    Article  MathSciNet  Google Scholar 

  40. Gromak, V.I., Laine, I., Shimomura, S.: Painlevé Differential Equations in the Complex Plane. De Gruyter Studies in Mathematics, vol. 28. Walter de Gruyter, Berlin (2002)

    Google Scholar 

  41. Ismail, M.E.H.: Classical and Quantum Orthogonal Polynomials in One Variable. Encyclopedia of Mathematics and its Applications, vol. 98. Cambridge University Press, Cambridge (2009). With two chapters by Walter Van Assche, With a foreword by Richard A. Askey, Reprint of the 2005 original

    Google Scholar 

  42. Krasovsky, I.V.: Correlations of the characteristic polynomials in the Gaussian unitary ensemble or a singular Hankel determinant. Duke Math. J. 139(3), 581–619 (2007)

    Article  MathSciNet  Google Scholar 

  43. Magnus, A.P.: Painlevé-type differential equations for the recurrence coefficients of semi-classical orthogonal polynomials. In: Proceedings of the Fourth International Symposium on Orthogonal Polynomials and Their Applications (Evian-Les-Bains, 1992), vol.57, pp. 215–237 (1995)

    Google Scholar 

  44. Miller, P.D.: Applied Asymptotic Analysis. Graduate Studies in Mathematics, vol. 75. American Mathematical Society, Providence (2006)

    Google Scholar 

  45. Okamoto, K.: Studies on the Painlevé equations. III. Second and fourth Painlevé equations, P II and P IV. Math. Ann. 275(2), 221–255 (1986)

    Google Scholar 

  46. Okamoto, K.: Studies on the Painlevé equations. I. Sixth Painlevé equation P VI. Ann. Mat. Pura Appl. 146(4), 337–381 (1987)

    Google Scholar 

  47. Okamoto, K.: Studies on the Painlevé equations. II. Fifth Painlevé equation P V. Jpn. J. Math. 13(1), 47–76 (1987)

    Google Scholar 

  48. Okamoto, K.: Studies on the Painlevé equations. IV. Third Painlevé equation P III. Funkcial. Ekvac. 30(2–3), 305–332 (1987)

    Google Scholar 

  49. Olver, F.W.J.: Asymptotics and Special Functions. AKP Classics. A K Peters, Wellesley (1997) Reprint of the 1974 original [Academic Press, New York; MR0435697 (55 #8655)].

    Google Scholar 

  50. Olver, S.: Numerical solution of Riemann-Hilbert problems: Painlevé II. Found. Comput. Math. 11(2), 153–179 (2011)

    Article  MathSciNet  Google Scholar 

  51. Olver, F.W.J., Olde Daalhuis, A.B., Lozier, D.W., Schneider, B.I., Boisvert, R.F., Clark, C.W., Miller, B.R., Saunders, B.V. (eds.): NIST Digital Library of Mathematical Functions (2020). http://dlmf.nist.gov/, Release 1.0.16 of 18 Sep 2017

  52. Szegő, G.: Orthogonal Polynomials, 4 edn. American Mathematical Society, Providence (1975). American Mathematical Society, Colloquium Publications, Vol. XXIII

    Google Scholar 

  53. Temme, N.M.: Asymptotic Methods for Integrals. Series in Analysis, vol. 6. World Scientific Publishing, Hackensack (2015)

    Google Scholar 

  54. Trogdon, T., Olver, S.: Riemann-Hilbert Problems, Their Numerical Solution, and the Computation of Nonlinear Special Functions. Society for Industrial and Applied Mathematics (SIAM), Philadelphia (2016)

    Google Scholar 

  55. Van Assche, W.: Discrete Painlevé equations for recurrence coefficients of orthogonal polynomials. In: Difference Equations, Special Functions and Orthogonal Polynomials, pp. 687–725. World Scientific Publishing, Hackensack (2007)

    Google Scholar 

  56. Van Assche, W.: Orthogonal Polynomials and Painlevé Equations. Number 27 in Australian Mathematical Society Lecture Series. Cambridge University Press, Cambridge (2018)

    Google Scholar 

  57. Vein, R., Dale, P.: Determinants and Their Applications in Mathematical Physics. Applied Mathematical Sciences, vol. 134. Springer, New York (1999)

    Google Scholar 

  58. Wu, X.-B., Xu, S.-X., Zhao, Y.-Q.: Gaussian unitary ensemble with boundary spectrum singularity and σ-form of the Painlevé II equation. Stud. Appl. Math. 140(2), 221–251 (2018)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

The author gratefully acknowledges financial support from the EPSRC grant “Painlevé equations: analytical properties and numerical computation”, reference EP/P026532/1. The author wishes to thank the organisers of the VII Iberoamerican Workshop in Orthogonal Polynomials and Applications (EIBPOA2018), at Universidad Carlos III de Madrid (Spain), for their invitation to deliver a plenary talk on material related to the content of this paper in July 2018, and the referee for useful comments and corrections on the first version of this paper.

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Correspondence to Alfredo Deaño .

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Deaño, A. (2021). Special Function Solutions of Painlevé Equations: Theory, Asymptotics and Applications. In: Marcellán, F., Huertas, E.J. (eds) Orthogonal Polynomials: Current Trends and Applications. SEMA SIMAI Springer Series, vol 22. Springer, Cham. https://doi.org/10.1007/978-3-030-56190-1_4

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