Mean-field theory is exact for the random-field model with long-range interactions

We study the random-field Ising model with long-range interactions and show the exactness of the mean-field theory under certain mild conditions. This is a generalization of the result of Mori for the non-random and spin-glass cases. To treat random fields, we evoke the self-averaging property of a...

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Veröffentlicht in:arXiv.org 2014-06
Hauptverfasser: Tsuda, Junichi, Nishimori, Hidetoshi
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Sprache:eng
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Zusammenfassung:We study the random-field Ising model with long-range interactions and show the exactness of the mean-field theory under certain mild conditions. This is a generalization of the result of Mori for the non-random and spin-glass cases. To treat random fields, we evoke the self-averaging property of a function of random fields, without recourse to the replica method. The result is that the mean-field theory gives the exact expression of the canonical free energy for systems with power-decaying interactions if the power is smaller than or equal to the spatial dimension.
ISSN:2331-8422
DOI:10.48550/arxiv.1402.1581