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arxiv: 1202.6321 · v1 · pith:4UFUPL4Mnew · submitted 2012-02-28 · 🧮 math.PR · cs.DM· math-ph· math.MP

Rapid mixing of Swendsen-Wang and single-bond dynamics in two dimensions

classification 🧮 math.PR cs.DMmath-phmath.MP
keywords dynamicsmixingrapidsingle-bondspectralswendsen-wangtemperaturesbound
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We prove that the spectral gap of the Swendsen-Wang dynamics for the random-cluster model on arbitrary graphs with m edges is bounded above by 16 m log m times the spectral gap of the single-bond (or heat-bath) dynamics. This and the corresponding lower bound imply that rapid mixing of these two dynamics is equivalent. Using the known lower bound on the spectral gap of the Swendsen-Wang dynamics for the two dimensional square lattice $Z_L^2$ of side length L at high temperatures and a result for the single-bond dynamics on dual graphs, we obtain rapid mixing of both dynamics on $\Z_L^2$ at all non-critical temperatures. In particular this implies, as far as we know, the first proof of rapid mixing of a classical Markov chain for the Ising model on $\Z_L^2$ at all temperatures.

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