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Semi-classical Orthogonal Polynomials Associated with a Modified Gaussian Weight

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Abstract

We are concerned with the monic orthogonal polynomials with respect to the modified Gaussian weight

$$\begin{aligned} w(x)=w(x;s):=\textrm{e}^{-N[x^2+s(x^6-x^2)]},\qquad x\in \mathbb {R} \end{aligned}$$

with parameters \(N> 0\) and \(s\in [0,1]\). Using the ladder operator approach and associated compatibility conditions, we show that the recurrence coefficient \(\beta _n(s)\) satisfies a nonlinear fourth-order difference equation, which is the second member of the discrete Painlevé I hierarchy. We find that the orthogonal polynomials satisfy a second-order ordinary differential equation, with all the coefficients expressed in terms of \(\beta _n(s)\). By considering the s evolution, we derive the differential-difference equation for the recurrence coefficient \(\beta _n(s)\). We also obtain some relations between the Hankel determinant \(D_n(s)\), the sub-leading coefficient \(\textrm{p}(n,s)\) of the monic orthogonal polynomials and the recurrence coefficient \(\beta _n(s)\). Finally, we study the large n asymptotics of the recurrence coefficient \(\beta _n(s)\), the sub-leading coefficient \(\textrm{p}(n,s)\) and the logarithmic derivative of \(D_n(s)\) for fixed \(N>0\). We also consider the asymptotics of \(\beta _n(s)\) when n/N is fixed as \(n\rightarrow \infty \).

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References

  1. Castillo, K., Petronilho, J.: Classical orthogonal polynomials revisited. Results Math. 78, 155 (2023)

    Article  MathSciNet  Google Scholar 

  2. Castillo, K., Mbouna, D., Petronilho, J.: On the functional equation for classical orthogonal polynomials on lattices. J. Math. Anal. Appl. 515, 126390 (2022)

    Article  MathSciNet  Google Scholar 

  3. Castillo, K., Mbouna, D.: Epilegomena to the study of semiclassical orthogonal polynomials, arXiv: 2307.10331

  4. Chen, Y., Feigin, M.V.: Painlevé IV and degenerate Gaussian unitary ensembles. J. Phys. A: Math. Gen. 39, 12381–12393 (2006)

    Article  Google Scholar 

  5. Chen, Y., Ismail, M.E.H.: Thermodynamic relations of the Hermitian matrix ensembles. J. Phys. A: Math. Gen. 30, 6633–6654 (1997)

    Article  MathSciNet  Google Scholar 

  6. Chen, Y., Ismail, M.E.H.: Ladder operators and differential equations for orthogonal polynomials. J. Phys. A: Math. Gen. 30, 7817–7829 (1997)

    Article  MathSciNet  Google Scholar 

  7. Chen, Y., Ismail, M.E.H.: Jacobi polynomials from compatibility conditions. Proc. Am. Math. Soc. 133, 465–472 (2005)

    Article  MathSciNet  Google Scholar 

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

    Article  MathSciNet  Google Scholar 

  9. Chihara, T.S.: An Introduction to Orthogonal Polynomials. Dover, New York (1978)

    Google Scholar 

  10. Clarkson, P.A., Jordaan, K.: A generalized sextic Freud weight. Integral Transform. Spec. Funct. 32, 458–482 (2021)

    Article  MathSciNet  Google Scholar 

  11. Cresswell, C., Joshi, N.: The discrete first, second and thirty-fourth Painlevé hierarchies. J. Phys. A: Math. Gen. 32, 655–669 (1999)

    Article  Google Scholar 

  12. Dai, D., Zhang, L.: Painlevé VI and Hankel determinants for the generalized Jacobi weight. J. Phys. A: Math. Theor. 43, 055207 (2010)

    Article  Google Scholar 

  13. 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 

  14. Deift, P.: Orthogonal Polynomials and Random Matrices: A Riemann–Hilbert Approach. American Mathematical Society, Providence, RI (1999)

    Google Scholar 

  15. Dyson, F.J.: Statistical theory of the energy levels of complex systems, I, II, III. J. Math. Phys. 3, 140–156 (1962). (157–165, 166–175)

    Article  Google Scholar 

  16. Elaydi, S.: An Introduction to Difference Equations, 3rd edn. Springer, New York (2005)

    Google Scholar 

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

    Article  Google Scholar 

  18. Fokas, A.S., Its, A.R., Kitaev, A.V.: Discrete Painlevé equations and their appearance in quantum gravity. Commun. Math. Phys. 142, 313–344 (1991)

    Article  Google Scholar 

  19. Forrester, P.J.: Log-Gases and Random Matrices. Princeton University Press, Princeton (2010)

    Book  Google Scholar 

  20. Freud, G.: On the coefficients in the recursion formulae of orthogonal polynomials. Proc. R. Irish Acad. Sect. A 76, 1–6 (1976)

    MathSciNet  Google Scholar 

  21. Gakhov, F.D.: Boundary Value Problems. Dover, New York (1990)

    Google Scholar 

  22. Han, P., Chen, Y.: The recurrence coefficients of a semi-classical Laguerre polynomials and the large \(n\) asymptotics of the associated Hankel determinant. Random Matrices: Theor. Appl. 6, 1740002 (2017)

    Article  MathSciNet  Google Scholar 

  23. Ismail, M.E.H.: Classical and Quantum Orthogonal Polynomials in One Variable, Encyclopedia of Mathematics and its Applications 98. Cambridge University Press, Cambridge (2005)

    Google Scholar 

  24. Kelil, A.S., Appadu, A.R.: On semi-classical orthogonal polynomials associated with a modified sextic Freud-type weight. Mathematics 8, 1250 (2020)

    Article  Google Scholar 

  25. Lubinsky, D.S., Mhaskar, H.N., Saff, E.B.: A proof of Freud’s conjecture for exponential weights. Constr. Approx. 4, 65–83 (1988)

    Article  MathSciNet  Google Scholar 

  26. Magnus, A.P.: On Freud’s equations for exponential weights. J. Approx. Theory 46, 65–99 (1986)

    Article  MathSciNet  Google Scholar 

  27. Mehta, M.L.: Random Matrices, 3rd edn. Elsevier, New York (2004)

    Google Scholar 

  28. Mikhlin, S.G.: Integral Equations and Their Applications to Certain Problems in Mechanics, Mathematical Physics and Technology, 2nd edn. Pergamon Press, New York (1964)

    Google Scholar 

  29. Min, C., Chen, Y.: Differential, difference, and asymptotic relations for Pollaczek–Jacobi type orthogonal polynomials and their Hankel determinants. Stud. Appl. Math. 147, 390–416 (2021)

    Article  MathSciNet  Google Scholar 

  30. Min, C., Chen, Y.: Hankel determinant and orthogonal polynomials for a perturbed Gaussian weight: from finite \(n\) to large \(n\) asymptotics. J. Math. Phys. 64, 083503 (2023)

    Article  MathSciNet  Google Scholar 

  31. Min, C., Chen, Y.: Painlevé IV, Chazy II, and asymptotics for recurrence coefficients of semi-classical Laguerre polynomials and their Hankel determinants. Math. Meth. Appl. Sci. 46, 15270–15284 (2023)

    Article  Google Scholar 

  32. Min, C., Fang, P.: The recurrence coefficients of orthogonal polynomials with a weight interpolating between the Laguerre weight and the exponential cubic weight. Mathematics 11, 3842 (2023)

    Article  Google Scholar 

  33. Muskhelishvili, N.I.: Some Basic Problems of the Mathematical Theory of Elasticity, 3rd edn. Noordhoff, Groningen (1953)

    Google Scholar 

  34. Saff, E.B., Totik, V.: Logarithmic Potentials with External Fields. Springer, Berlin (1997)

    Book  Google Scholar 

  35. Szegö, G.: Orthogonal Polynomials, 4th edn. American Mathematical Society, Providence, RI (1975)

    Google Scholar 

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

    Google Scholar 

  37. Wang, D., Zhu, M., Chen, Y.: On semi-classical orthogonal polynomials associated with a Freud-type weight. Math. Meth. Appl. Sci. 43, 5295–5313 (2020)

    Article  Google Scholar 

  38. Zhu, M., Chen, Y.: On properties of a deformed Freud weight. Random Matrices: Theor. Appl. 8, 1950004 (2019)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgements

This work was partially supported by the National Natural Science Foundation of China under Grant Number 12001212, by the Fundamental Research Funds for the Central Universities under Grant Number ZQN-902 and by the Scientific Research Funds of Huaqiao University under Grant Number 17BS402.

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Correspondence to Chao Min.

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Ding, Y., Min, C. Semi-classical Orthogonal Polynomials Associated with a Modified Gaussian Weight. Results Math 79, 102 (2024). https://doi.org/10.1007/s00025-024-02137-z

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