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The Information Geometry of the Ising Model on Planar Random Graphs | W. Janke
; D.A. Johnston
; Ranasinghe P. K. C. Malmini
; | Date: |
24 Jul 2002 | Journal: | Phys.Rev. E66 (2002) 056119 | Subject: | Statistical Mechanics | cond-mat.stat-mech hep-lat | Abstract: | It has been suggested that an information geometric view of statistical mechanics in which a metric is introduced onto the space of parameters provides an interesting alternative characterisation of the phase structure, particularly in the case where there are two such parameters -- such as the Ising model with inverse temperature $eta$ and external field $h$. In various two parameter calculable models the scalar curvature ${cal R}$ of the information metric has been found to diverge at the phase transition point $eta_c$ and a plausible scaling relation postulated: ${cal R} sim |eta- eta_c|^{alpha - 2}$. For spin models the necessity of calculating in non-zero field has limited analytic consideration to 1D, mean-field and Bethe lattice Ising models. In this letter we use the solution in field of the Ising model on an ensemble of planar random graphs (where $alpha=-1, eta=1/2, gamma=2$) to evaluate the scaling behaviour of the scalar curvature, and find ${cal R} sim | eta- eta_c |^{-2}$. The apparent discrepancy is traced back to the effect of a negative $alpha$. | Source: | arXiv, cond-mat/0207573 | Services: | Forum | Review | PDF | Favorites |
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