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Systematic scanning Glauber dynamics for the mean-field Ising model

Published 19 Jul 2023 in math.PR, math-ph, and math.MP | (2307.10127v2)

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

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