Replica symmetry breaking condition for indefinite multi-species Sherrington–Kirkpatrick models

Let the multi-species Sherrington–Kirkpatrick model have an indefinite interaction matrix D2\boldsymbol{D}^2, and let C\boldsymbol{C}, C\boldsymbol{C}', L\boldsymbol{L} and 93\boldsymbol{93}' denote the matrices defined by the replica-symmetric solution. Write ρ\rho for the spectral radius, spec\operatorname{spec} for the spectrum, and \Re for the real part of an eigenvalue. Replica symmetry breaking condition. For general indefinite D2\boldsymbol{D}^2, if

β2max{ρ(CD2L),maxλspec(ΓD2L)(λ)}>1,\beta^2\max\left\{\rho(\boldsymbol{C}\boldsymbol{D}^2\boldsymbol{L}),\max_{\lambda\in \operatorname{spec}(\boldsymbol{\Gamma}'\boldsymbol{D}^2\boldsymbol{L})} \Re(\lambda)\right\}>1,

the system is in the replica symmetry breaking phase. This proposes the boundary of the replica-symmetric regime for indefinite interaction matrices; the preceding bipartite example gives evidence for the condition, but the general assertion is not established in the supplied text.

Sources & referencesView supporting material

Primary source

Partha S. Dey and Qiang Wu, “Fluctuation results for Multi-species Sherrington-Kirkpatrick model in the replica symmetric regime”, arXiv:2012.13381 (2021).

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