Thermodynamic Limit for Mean-Field Spin Models
数学物理
2007-05-23 v2 无序系统与神经网络
math.MP
摘要
If the Boltzmann-Gibbs state of a mean-field -particle system with Hamiltonian verifies the condition for every decomposition , then its free energy density increases with . We prove such a condition for a wide class of spin models which includes the Curie-Weiss model, its p-spin generalizations (for both even and odd p), its random field version and also the finite pattern Hopfield model. For all these cases the existence of the thermodynamic limit by subadditivity and boundedness follows.
引用
@article{arxiv.math-ph/0311017,
title = {Thermodynamic Limit for Mean-Field Spin Models},
author = {A. Bianchi and P. Contucci and C. Giardina'},
journal= {arXiv preprint arXiv:math-ph/0311017},
year = {2007}
}
备注
15 pages, few improvements. To appear in MPEJ