The equivalence of the logarithmic Sobolev inequality and the Dobrushin-Shlosman mixing condition

Springer Science and Business Media LLC - Tập 144 - Trang 303-323 - 1992
Daniel W. Stroock1, Boguslaw Zegarlinski1,2
12-272, Mathematics Department, M.I.T., Cambridge, USA
2Fakultät für Mathematik, Ruhr-Universität Bochum, Bochum 1, Germany

Tóm tắt

Given a finite range lattice gas with a compact, continuous spin space, it is shown (cf. Theorem 1.2) that a uniform logarithmic Sobolev inequality (cf. 1.4) holds if and only if the Dobrushin-Shlosman mixing condition (cf. 1.5) holds. As a consequence of our considerations, we also show (cf. Theorems 3.2 and 3.6) that these conditions are equivalent to a statement about the uniform rate at which the associated Glauber dynamics tends to equilibrium. In this same direction, we show (cf. Theorem 3.19) that these ideas lead to a surprisingly strong large deviation principle for the occupation time distribution of the Glauber dynamics.

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