Title of article
Modified logarithmic Sobolev inequalities for some models of random walk
Author/Authors
Goel، نويسنده , , Sharad، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2004
Pages
29
From page
51
To page
79
Abstract
Logarithmic Sobolev inequalities are a well-studied technique for estimating rates of convergence of Markov chains to their stationary distributions. In contrast to continuous state spaces, discrete settings admit several distinct log Sobolev inequalities, one of which is the subject of this paper. Here we derive modified log Sobolev inequalities for some models of random walk, including the random transposition shuffle and the top-random transposition shuffle on Sn, and the walk generated by 3-cycles on An. As an application, we derive concentration inequalities for these models.
Keywords
Logarithmic Sobolev inequalities , Markov chains
Journal title
Stochastic Processes and their Applications
Serial Year
2004
Journal title
Stochastic Processes and their Applications
Record number
1577490
Link To Document