Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
2011-01-19
J. Phys. A: Math. Theor. 44 (2011) 235001
Physics
Condensed Matter
Disordered Systems and Neural Networks
23 pages, 12 figures; minor changes
Scientific paper
10.1088/1751-8113/44/23/235001
We study the partition-function zeros in mean-field spin-glass models. We show that the replica method is useful to find the locations of zeros in a complex parameter plane. For the random energy model, we obtain the phase diagram in the plane and find that there are two types of distribution of zeros: two-dimensional distribution within a phase and one-dimensional one on a phase boundary. Phases with a two-dimensional distribution are characterized by a novel order parameter defined in the present replica analysis. We also discuss possible patterns of distributions by studying several systems.
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