Threshold values, stability analysis, and high-q asymptotics for the coloring problem on random graphs.
We consider the problem of coloring Erdös-Rényi and regular random graphs of finite connectivity using q colors. It has been studied so far using the cavity approach within the so-called one-step replica symmetry breaking (1RSB) ansatz. We derive a general criterion for the validity of this ansatz and, applying it to the ground state, we provide evidence that the 1RSB solution gives exact threshold values c(q) for the transition from the colorable to the uncolorable phase with q colors. We also study the asymptotic thresholds for q>>1 finding c(q) =2q ln q-ln q-1+o (1) in perfect agreement with rigorous mathematical bounds, as well as the nature of excited states, and give a global phase diagram of the problem.
Krzakała
Florent
F
Dipartimento di Fisica, INFM and SMC, Università di Roma La Sapienza, P. A. Moro 2, I-00185 Roma, Italy.
Pagnani
Andrea
A
Weigt
Martin
M