combinatorics / Glauber dynamics

Rapid mixing for spin systems on graphs of girth at least five

For fixed δ∈(0,1)\delta\in(0,1) and all sufficiently large Δ\Delta depending only on δ\delta, Glauber dynamics for proper qq-colorings mixes rapidly on every graph of girth at least 55 whenever q≥(1+δ)Δq\ge(1+\delta)\Delta: spectral gap Ωδ(1/n)\Omega_\delta(1/n) and tmix(ε)=Oδ(n2log⁡q+nlog⁡(1/ε))t_{\mathrm{mix}}(\varepsilon)=O_\delta(n^2\log q+n\log(1/\varepsilon)). An analogous theorem holds for the anti-ferromagnetic Potts model at q≥(1+δ)(1−β)Δq\ge(1+\delta)(1-\beta)\Delta. What it does and does not improve. On girth it is a large gain: previous results near the (1+δ)Δ(1+\delta)\Delta 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(nlog⁡n)O(n\log n), this gives O(n2log⁡q)O(n^2\log q). It does not touch the folklore conjecture that mixing is rapid on every graph for q≥Δ+2q\ge\Delta+2; Remark 7 names spanning 4-cycles as the obstruction.

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combinatoricsAug 26, 2026Significance 30/100Registry: unreviewed

Rapid mixing for spin systems on graphs of girth at least five

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For fixed δ∈(0,1)\delta\in(0,1) and all sufficiently large Δ\Delta depending only on δ\delta, Glauber dynamics for proper qq-colorings mixes rapidly on every graph of girth at least 55 whenever q≥(1+δ)Δq\ge(1+\delta)\Delta: spectral gap Ωδ(1/n)\Omega_\delta(1/n) and tmix(ε)=Oδ(n2log⁡q+nlog⁡(1/ε))t_{\mathrm{mix}}(\varepsilon)=O_\delta(n^2\log q+n\log(1/\varepsilon)). An analogous theorem holds for the anti-ferromagnetic Potts model at…

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For fixed δ∈(0,1)\delta\in(0,1) and all sufficiently large Δ\Delta depending only on δ\delta, Glauber dynamics for proper qq-colorings mixes rapidly on every graph of girth at least 55 whenever q≥(1+δ)Δq\ge(1+\delta)\Delta: spectral gap Ωδ(1/n)\Omega_\delta(1/n) and tmix(ε)=Oδ(n2log⁡q+nlog⁡(1/ε))t_{\mathrm{mix}}(\varepsilon)=O_\delta(n^2\log q+n\log(1/\varepsilon)). An analogous theorem holds for the anti-ferromagnetic Potts model at q≥(1+δ)(1−β)Δq\ge(1+\delta)(1-\beta)\Delta. What it does and does not improve. On girth it is a large gain: previous results near the (1+δ)Δ(1+\delta)\Delta 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(nlog⁡n)O(n\log n), this gives O(n2log⁡q)O(n^2\log q). It does not touch the folklore conjecture that mixing is rapid on every graph for q≥Δ+2q\ge\Delta+2; Remark 7 names spanning 4-cycles as the obstruction.

For fixed δ∈(0,1)\delta\in(0,1) and all sufficiently large Δ\Delta depending only on δ\delta, Glauber dynamics for proper qq-colorings mixes rapidly on every graph of girth at least 55 whenever q≥(1+δ)Δq\ge(1+\delta)\Delta: spectral gap Ωδ(1/n)\Omega_\delta(1/n) and tmix(ε)=Oδ(n2log⁡q+nlog⁡(1/ε))t_{\mathrm{mix}}(\varepsilon)=O_\delta(n^2\log q+n\log(1/\varepsilon)). An analogous theorem holds for the anti-ferromagnetic Potts model at q≥(1+δ)(1−β)Δq\ge(1+\delta)(1-\beta)\Delta. What it does and does not improve. On girth it is a large gain: previous results near the (1+δ)Δ(1+\delta)\Delta 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(nlog⁡n)O(n\log n), this gives O(n2log⁡q)O(n^2\log q). It does not touch the folklore conjecture that mixing is rapid on every graph for q≥Δ+2q\ge\Delta+2; Remark 7 names spanning 4-cycles as the obstruction.

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