Renormalization group for Markov chains and application to metastability |
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Authors: | Elisabetta Scoppola |
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Affiliation: | (1) Dipartimento di Fisica, Università La Sapienza, 00185 Rome, Italy |
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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 parameter. 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, |
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Keywords: | Markov chains renormalization group metastability Ising model Monte Carlo dynamical simulations |
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