Mean-field method with correlations determined by linear response

作者:Raymond Jack*; Ricci Tersenghi Federico
来源:Physical Review E, 2013, 87(5): 052111.
DOI:10.1103/PhysRevE.87.052111

摘要

We introduce a mean-field approximation based on the reconciliation of maximum entropy and linear response for correlations in the cluster variation method. Within a general formalism that includes previous mean-field methods, we derive formulas improving on, e.g., the Bethe approximation and the Sessak-Monasson result at high temperature. Applying the method to direct and inverse Ising problems, we find improvements over standard implementations.

  • 出版日期2013-5-9

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