Title of article :
Central limit theorem for the heat kernel measure on
the unitary group
Author/Authors :
Thierry Lévy، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2010
Abstract :
We prove that for a finite collection of real-valued functions f1, . . . , fn on the group of complex numbers
of modulus 1 which are derivable with Lipschitz continuous derivative, the distribution of (tr f1, . . . , tr fn)
under the properly scaled heat kernel measure at a given time on the unitary group U(N) has Gaussian
fluctuations as N tends to infinity, with a covariance for which we give a formula and which is of order N−1.
In the limit where the time tends to infinity, we prove that this covariance converges to that obtained by
P. Diaconis and S.N. Evans in a previous work on uniformly distributed unitary matrices. Finally, we discuss
some combinatorial aspects of our results.
© 2010 Elsevier Inc. All rights reserved.
Keywords :
Central Limit Theorem , Random matrices , Unitary matrices , Heat kernel , Free probability
Journal title :
Journal of Functional Analysis
Journal title :
Journal of Functional Analysis