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Renormalization group for Markov chains and application to metastability
Authors:Elisabetta Scoppola
Affiliation:(1) Dipartimento di Fisica, Università "ldquo"La Sapienza"rdquo", 00185 Rome, Italy
Abstract:In this paper we introduce a new renormalization group method for the study of the long-time behavior of Markov chains with finite state space and with transition probabilities exponentially small in an external parameterbeta. A general approach of metastability problems emerges from this analysis and is discussed in detail in the case of a two-dimensional Ising system at low temperature,
Keywords:Markov chains  renormalization group  metastability  Ising model  Monte Carlo dynamical simulations
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