Application of log-Sobolev inequality to
the stochastic dynamics of unbounded spin systems
on the lattice
Abstract
We consider a ferromagnetic spin system with unbounded
interactions on the $d$-dimensional integer lattice
($d \geq 1$). We prove that the following statements
for the finite volume Gibbs states are equivalent
(each statement being understood to be uniform in the volume
and the boundary condition),
- The uniform log-Sobolev inequality holds,
- The spectral gaps associated with finite volume
Glauber dynamics is uniformly positive,
- The spin-spin correlation decays exponentially.
This equivalence can be seen as an extension of the results by
D. W. Stroock and B. Zegarlinski \cite{SZ92a,SZ92b}
to a class of unbounded spin systems.
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