Problems / combinatorics
combinatorics / Glauber dynamics
Rapid mixing for spin systems on graphs of girth at least five
For fixed δ∈(0,1) and all sufficiently large Δ depending only on δ, Glauber dynamics for proper q-colorings mixes rapidly on every graph of girth at least 5 whenever q≥(1+δ)Δ: spectral gap Ωδ(1/n) and tmix(ε)=Oδ(n2logq+nlog(1/ε)). An analogous theorem holds for the anti-ferromagnetic Potts model at q≥(1+δ)(1−β)Δ.
What it does and does not improve. On girth it is a large gain: previous results near the (1+δ)Δ threshold needed girth at least eleven (Hayes-Vigoda, extended to constant degrees by Jain-Mizgerd-Vigoda). On the mixing rate it is weaker - those give optimal O(nlogn), this gives O(n2logq). It does not touch the folklore conjecture that mixing is rapid on every graph for q≥Δ+2; Remark 7 names spanning 4-cycles as the obstruction.