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Systematic scanning Glauber dynamics for the mean-field Ising model

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arxiv 2307.10127 v2 pith:DAPU53BY submitted 2023-07-19 math.PR math-phmath.MP

classification math.PRmath-phmath.MP
keywords timebetadynamicsmixingchosencompleteglaubergraph
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abstract

We study the mixing time of systematic scan Glauber dynamics Ising model on the complete graph. On the complete graph $K_n$, at each time, $k \leq n$ vertices are chosen uniformly random and are updated one by one according to the uniformly randomly chosen permutations over the $k$ vertices. We show that if $k = o(n^{1/3})$, the high temperature regime $\beta < 1$ exhibits cutoff phenomena. For critical temperature regime $\beta = 1$, We prove that the mixing time is of order $n^{3/2}k^{-1}$. For $\beta > 1$, we prove the mixing time is of order $nk^{-1}\log n$ under the restricted dynamics.

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  1. Mixing and cutoff for the systematic scan dynamics of the mean-field ferromagnetic Potts model

    math.PR 2026-07 accept novelty 7.5 of 10

    Systematic scan for the mean-field q-state ferromagnetic Potts model exhibits cutoff at mixing time c(β,q) log n + Θ(1) for every β < β_s.

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