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Exponential convergence rate in Boltzmann-Shannon entropy

Exponential convergence rate in Boltzmann-Shannon entropy
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摘要 This paper deals with the optimal exponential convergence rate βto the equilibrium state in Boltzmann-Shannon entropy for general Markov semigroups. We prove a variational formula of β, and then discuss the relation among β,spectral gap λ and logarithmic Sobolev constant α, which is read as λ≥β≥α. This paper deals with the optimal exponential convergence rate β to the equilibrium state in Boltzmann-Shannon entropy for general Markov semigroups. We prove a variational formula of β, and then discuss the relation among β, spectral gap λ and logarithmic Sobolev constant α, which is read as λ≥β≥α.
出处 《Science China Mathematics》 SCIE 2001年第3期280-285,共6页 中国科学:数学(英文版)
基金 This work was supported in part by the National Natural Science Foundation ofChina (Grant Nos. 19771008, 19971025) the Research Fund for the Doctoral Program of Higher Education (Grant No. 96002704) Fok Ying-Tung Youth Foundation.
关键词 Markov semigroups B-S entropy spectral gap logarithmic Sobolev constant Markov semigroups;B-S 熵;光谱豁开;对数的 Sobolev 常数;
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  • 1Diaconis,P.Saloff-Coste, L.Logarithmic Sobolev inequalities for finite Markov chains, Ann. Appl[].Probe.1996 被引量:1

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