Ricci curvature bounds for weakly interacting Markov chains

ELECTRONIC JOURNAL OF PROBABILITY(2017)

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摘要
We establish a general perturbative method to prove entropic Ricci curvature bounds for interacting stochastic particle systems. We apply this method to obtain curvature bounds in several examples, namely: Glauber dynamics for a class of spin systems including the Ising and Curie-Weiss models, a class of hard-core models and random walks on groups induced by a conjugacy invariant set of generators.
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关键词
Ricci curvature,modified logarithmic Sobolev inequality,Markov chain,Ising model,hardcore model,random walk,Cayley graph
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