The Nature of the Probability Distribution Function of the Local Energy in Ising Spin Glass

• Published in: arXiv.org 2006-01
• Main Authors: Kitatani, H, Aoki, A
• Format: Article
• Language: English
• Subjects: Bayesian analysis; Distribution functions; Ferromagnetism; Internal energy; Ising model; Mathematical models; Probability distribution; Probability distribution functions; Queuing theory; Spin glasses
• ISSN: 2331-8422

The nature of the probability distribution function of the local energy in the \(\pm J\) Ising model has been investigated. At finite temperature, it has been derived that the probability distribution function must satisfy several relations at \(p=1/2\) (\(p\) is the concentrationof the ferromagnetic bond) and at Nishimori-line, respectively on any lattice in any dimension. They relate the probability distribution function corresponding to the local energy lower than \(-\tanh (K)\) with that corresponding to the local enegy greater than \(-\tanh (K)\). (\(K\) is the inverse temperature.) The present results at Nishimori-line are, in a sense, generalization of Nishimori's result about the internal energy obtained by the local gauge transformation. Moreover, from the numerical calculation in the two-dimentional \(\pm J\) Ising model, it is found that, in a certain temperature region, the probability distribution function of the local energy has several peaks which are related to the patterns of frustration around a bond of the lattice.