Rapid mixing of subset Glauber dynamics on graphs of bounded tree-width
Bordewich, Magnus · Kang, Ross J.
Combinatorics
Data Structures and Algorithms
05C85, 68R10, 60J10, 05C31, 68W20, 68W25
G.2.2; F.2.2; G.3
الأصل · EN
Motivated by the `subgraphs world' view of the ferromagnetic Ising model, we develop a general approach to studying mixing times of Glauber dynamics based on subset expansion expressions for a class of graph polynomials. With a canonical paths argument, we demonstrate that the chains defined within this framework mix rapidly upon graphs of bounded tree-width. This extends known results on rapid mixing for the Tutte polynomial, the adjacency-rank (R₂-)polynomial and the interlace polynomial.
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