Random-cluster dynamics in Z2

被引:19
|
作者
Blanca, Antonio [1 ]
Sinclair, Alistair [1 ]
机构
[1] Univ Calif Berkeley, Div Comp Sci, Berkeley, CA 94720 USA
基金
美国国家科学基金会;
关键词
Random-cluster model; Glauber dynamics; Markov chains; Spatial mixing; Statistical physics; LATTICE SPIN SYSTEMS; SWENDSEN-WANG; MODEL; GRAPHS; REPRESENTATION;
D O I
10.1007/s00440-016-0725-1
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The random-cluster model has been widely studied as a unifying framework for random graphs, spin systems and electrical networks, but its dynamics have so far largely resisted analysis. In this paper we analyze the Glauber dynamics of the random-cluster model in the canonical case where the underlying graph is an box in the Cartesian lattice . Our main result is a upper bound for the mixing time at all values of the model parameter p except the critical point , and for all values of the second model parameter . We also provide a matching lower bound proving that our result is tight. Our analysis takes as its starting point the recent breakthrough by Beffara and Duminil-Copin on the location of the random-cluster phase transition in . It is reminiscent of similar results for spin systems such as the Ising and Potts models, but requires the reworking of several standard tools in the context of the random-cluster model, which is not a spin system in the usual sense.
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页码:821 / 847
页数:27
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