中文

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 ωN\omega_N of a mean-field NN-particle system with Hamiltonian HNH_N verifies the condition ωN(HN)ωN(HN1+HN2) \omega_N(H_N) \ge \omega_N(H_{N_1}+H_{N_2}) for every decomposition N1+N2=NN_1+N_2=N, then its free energy density increases with NN. 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.

关键词

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