English

Exact asymptotic volume and volume ratio of Schatten unit balls

Functional Analysis 2018-04-11 v1 Metric Geometry Probability

Abstract

The unit ball Bpn(R)B_p^n(\mathbb{R}) of the finite-dimensional Schatten trace class Spn\mathcal S_p^n consists of all real n×nn\times n matrices AA whose singular values s1(A),,sn(A)s_1(A),\ldots,s_n(A) satisfy s1p(A)++snp(A)1s_1^p(A)+\ldots+s_n^p(A)\leq 1, where p>0p>0. Saint Raymond [Studia Math.\ 80, 63--75, 1984] showed that the limit limnn1/2+1/p(VolBpn(R))1/n2 \lim_{n\to\infty} n^{1/2 + 1/p} \big(\text{Vol}\, B_p^n(\mathbb{R})\big)^{1/n^2} exists in (0,)(0,\infty) and provided both lower and upper bounds. In this paper we determine the precise limiting constant based on ideas from the theory of logarithmic potentials with external fields. A similar result is obtained for complex Schatten balls. As an application we compute the precise asymptotic volume ratio of the Schatten pp-balls, as nn\to\infty, thereby extending Saint Raymond's estimate in the case of the nuclear norm (p=1p=1) to the full regime 1p1\leq p \leq \infty with exact limiting behavior.

Keywords

Cite

@article{arxiv.1804.03467,
  title  = {Exact asymptotic volume and volume ratio of Schatten unit balls},
  author = {Zakhar Kabluchko and Joscha Prochno and Christoph Thaele},
  journal= {arXiv preprint arXiv:1804.03467},
  year   = {2018}
}