English

Thermodynamic Limit for Mean-Field Spin Models

Mathematical Physics 2007-05-23 v2 Disordered Systems and Neural Networks math.MP

Abstract

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.

Keywords

Cite

@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}
}

Comments

15 pages, few improvements. To appear in MPEJ