English

Asymptotic expansion of smooth functions in polynomials in deterministic matrices and iid GUE matrices

Probability 2022-12-08 v4 Operator Algebras

Abstract

Let XNX^N be a family of N×NN\times N independent GUE random matrices, ZNZ^N a family of deterministic matrices, PP a self-adjoint non-commutative polynomial, that is for any NN, P(XN)P(X^N) is self-adjoint, ff a smooth function. We prove that for any kk, if ff is smooth enough, there exist deterministic constants αiP(f,ZN)\alpha_i^P(f,Z^N) such that E[1NTr(f(P(XN,ZN)))] = i=0kαiP(f,ZN)N2i + O(N2k2). \mathbb{E}\left[\frac{1}{N}\text{Tr}\left( f(P(X^N,Z^N)) \right)\right]\ =\ \sum_{i=0}^k \frac{\alpha_i^P(f,Z^N)}{N^{2i}}\ +\ \mathcal{O}(N^{-2k-2}) . Besides the constants αiP(f,ZN)\alpha_i^P(f,Z^N) are built explicitly with the help of free probability. In particular, if xx is a free semicircular system, then when the support of ff and the spectrum of P(x,ZN)P(x,Z^N) are disjoint, for all ii, αiP(f,ZN)=0\alpha_i^P(f,Z^N)=0. As a corollary, we prove that given α<1/2\alpha<1/2, for NN large enough, every eigenvalue of P(XN,ZN)P(X^N,Z^N) is NαN^{-\alpha}-close from the spectrum of P(x,ZN)P(x,Z^N).

Keywords

Cite

@article{arxiv.2011.04146,
  title  = {Asymptotic expansion of smooth functions in polynomials in deterministic matrices and iid GUE matrices},
  author = {Felix Parraud},
  journal= {arXiv preprint arXiv:2011.04146},
  year   = {2022}
}