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Moments of random matrices and hypergeometric orthogonal polynomials

By Francesco Mezzadri

Appears in collection : Chaire Jean-Morlet : Equation intégrable aux données initiales aléatoires / Jean-Morlet Chair : Integrable Equation with Random Initial Data

We establish a new connection between moments of n×n random matrices $X_{n}$ and hypergeometric orthogonal polynomials. Specifically, we consider moments $\mathbb{E}\mathrm{Tr} X_n^{-s}$ as a function of the complex variable $s\in\mathbb{C}$, whose analytic structure we describe completely. We discover several remarkable features, including a reflection symmetry (or functional equation), zeros on a critical line in the complex plane, and orthogonality relations. In each of the classical ensembles of random matrix theory (Gaussian, Laguerre, Jacobi) we characterise the moments in terms of the Askey scheme of hypergeometric orthogonal polynomials. We also calculate the leading order n→∞ asymptotics of the moments and discuss their symmetries and zeroes. We discuss aspects of these phenomena beyond the random matrix setting, including the Mellin transform of products and Wronskians of pairs of classical orthogonal polynomials. When the random matrix model has orthogonal or symplectic symmetry, we obtain a new duality formula relating their moments to hypergeometric orthogonal polynomials. This is work in collaboration with Fabio Cunden, Neil O' Connell and Nick Simm.

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Citation data

  • DOI 10.24350/CIRM.V.19516103
  • Cite this video Mezzadri, Francesco (10/04/2019). Moments of random matrices and hypergeometric orthogonal polynomials. CIRM. Audiovisual resource. DOI: 10.24350/CIRM.V.19516103
  • URL https://dx.doi.org/10.24350/CIRM.V.19516103

Bibliography

  • Cunden, F. D., Mezzadri, F., O’Connell, N., & Simm, N. (2019). Moments of random matrices and hypergeometric orthogonal polynomials. Communications in Mathematical Physics, 1-55. - https://arxiv.org/abs/1805.08760

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