Conference: Symposium in Stochastics


Concentration of measure and mixing for Markov chains

{{_Ltalk:R}} Dr. Malwina Luczak
Date: 20.04.09   Time: 11.00 - 00.00   Room: Y27H25

Abstract: We discuss certain Markovian models on graphs with local dynamics. We show that, under suitable conditions, such Markov chains exhibit both rapid convergence to equilibrium and strong concentration of measure in the stationary distribution. We illustrate our results with applications to some known chains from computer science and statistical mechanics.