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

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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 ℜ\Re for the real part of an eigenvalue. Replica symmetry breaking condition. For general indefinite D2\boldsymbol{D}^2, if

β2max⁡{ρ(CD2L),max⁡λ∈spec⁡(Γ′D2L)ℜ(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.

References

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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