Large deviations asymptotics for spherical integrals

被引:69
作者
Guionnet, A
Zeitouni, O
机构
[1] Ecole Normale Super Lyon, Unite Math Pures & Appl, UMR 5669, F-69364 Lyon 07, France
[2] Technion Israel Inst Technol, Dept Elect Engn, IL-32000 Haifa, Israel
基金
以色列科学基金会;
关键词
large deviations; random matrices; noncommutative measure; integration;
D O I
10.1006/jfan.2001.3833
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Consider the spherical integral I-N((beta))(D-N, E-N) := integral exp{N tr(UDNU*E-N)} dm(N)(beta)(U), where m(N)(beta) denote the Haar measure on the orthogonal group O-N when beta = 1 and on the unitary group U-N when beta = 2, and D-N, E-N are diagonal real matrices whose spectral measures converge to mu(D), mu(E) In this paper we prove the existence and represent as solution to a variational problem the limit I-(beta)(mu(D), mu(E)):= lim N-2 log I-N((beta))(D-N, E-N). This limit appears in so-called "matrix models" but also in the evaluation of large deviations of the spectral measure of generalized Wishart matrices. Our technique is based on stochastic calculus, large deviations. and elements from free probability. (C) 2002 Elsevier Science (USA).
引用
收藏
页码:461 / 515
页数:55
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