Long-range frustration in T=0 first-step replica-symmetry-broken solutions of finite-connectivity spin glasses

Abstract

In a finite-connectivity spin-glass at the zero-temperature limit, long-range correlations exist among the unfrozen vertices (whose spin values being non-fixed). Such long-range frustrations are partially removed through the first-step replica-symmetry-broken (1RSB) cavity theory, but residual long-range frustrations may still persist in this mean-field solution. By way of population dynamics, here we perform a perturbation-percolation analysis to calculate the magnitude of long-range frustrations in the 1RSB solution of a given spin-glass system. We study two well-studied model systems, the minimal vertex-cover problem and the maximal 2-satisfiability problem. This work points to a possible way of improving the zero-temperature 1RSB mean-field theory of spin-glasses.

5 pages, two figures. To be published in JSTAT

References in corpus (3)

• Loop series for discrete statistical models on graphs
• Message passing for vertex covers
• Boltzmann distribution of free energies in a finite-connectivity spin-glass system and the cavity approach

Cited by in corpus (1)

• Ground-State Entropy of the Random Vertex-Cover Problem