Title of article :
Global fluctuations in general Dyson’s Brownian motion
Author/Authors :
Bender، نويسنده , , Martin، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2008
Abstract :
We consider a system of diffusing particles on the real line in a quadratic external potential and with a logarithmic interaction potential. The empirical measure process is known to converge weakly to a deterministic measure-valued process as the number of particles tends to infinity. Provided the initial fluctuations are small, the rescaled linear statistics of the empirical measure process converge in distribution to a Gaussian limit for sufficiently smooth test functions. For a large class of analytic test functions, we derive explicit general formulae for the mean and covariance in this central limit theorem by analyzing a partial differential equation characterizing the limiting fluctuations.
Keywords :
Central Limit Theorem , Dyson’s Brownian motion , Interacting diffusion , Random matrices
Journal title :
Stochastic Processes and their Applications
Journal title :
Stochastic Processes and their Applications