Limit theorems and soft edge of freezing random matrix models via dual orthogonal polynomials
Abstract
-dimensional Bessel and Jacobi processes describe interacting particle systems with particles and are related to -Hermite, -Laguerre, and -Jacobi ensembles. For fixed there exist associated weak limit theorems (WLTs) in the freezing regime in the -Hermite and -Laguerre case by Dumitriu and Edelman (2005) with explicit formulas for the covariance matrices in terms of the zeros of associated orthogonal polynomials. Recently, the authors derived these WLTs in a different way and computed with formulas for the eigenvalues and eigenvectors of and thus of . In the present paper we use these data and the theory of finite dual orthogonal polynomials of de Boor and Saff to derive formulas for from where, for -Hermite and -Laguerre ensembles, our formulas are simpler than those of Dumitriu and Edelman. We use these polynomials to derive asymptotic results for the soft edge in the freezing regime for in terms of the Airy function. For -Hermite ensembles, our limit expressions are different from those of Dumitriu and Edelman.
Keywords
Cite
@article{arxiv.2009.01418,
title = {Limit theorems and soft edge of freezing random matrix models via dual orthogonal polynomials},
author = {Sergio Andraus and Kilian Hermann and Michael Voit},
journal= {arXiv preprint arXiv:2009.01418},
year = {2021}
}
Comments
32 pages, made small improvements and added references