Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2005-04-26
Physics
Condensed Matter
Disordered Systems and Neural Networks
28 pages, 16 eps figures, submitted to J. Phys. A
Scientific paper
10.1088/0305-4470/38/39/001
We use finite connectivity equilibrium replica theory to solve models of finitely connected unit-length vectorial spins, with random pair-interactions which are of the orthogonal matrix type. Since the spins are continuous and the connectivity c remains finite in the thermodynamic limit, the replica-symmetric order parameter is a functional. The general theory is developed for arbitrary values of the dimension d of the spins, and arbitrary choices of the ensemble of random orthogonal matrices. We calculate phase diagrams and the values of moments of the order parameter explicitly for d=2 (finitely connected XY spins with random chiral interactions) and for d=3 (finitely connected classical Heisenberg spins with random chiral interactions). Numerical simulations are shown to support our predictions quite satisfactorily.
Castillo Perez I.
Coolen ACC
Hatchett Jonathan P. L.
Nikoletopoulos T.
Perez Vicente Conrad J.
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