Rapid mixing of Glauber dynamics for colorings below Vigoda's $11/6$ threshold

April 11, 2018 ยท The Ethereal ยท ๐Ÿ› arXiv.org

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Authors Michelle Delcourt, Guillem Perarnau, Luke Postle arXiv ID 1804.04025 Category cs.DM: Discrete Mathematics Cross-listed cs.DS, math.CO, math.PR Citations 8 Venue arXiv.org Last Checked 2 months ago
Abstract
A well-known conjecture in computer science and statistical physics is that Glauber dynamics on the set of $k$-colorings of a graph $G$ on $n$ vertices with maximum degree $ฮ”$ is rapidly mixing for $k \geq ฮ”+2$. In FOCS 1999, Vigoda showed rapid mixing of flip dynamics with certain flip parameters on the set of proper $k$-colorings for $k > \frac{11}{6}ฮ”$, implying rapid mixing for Glauber dynamics. In this paper, we obtain the first improvement beyond the $\frac{11}{6}ฮ”$ barrier for general graphs by showing rapid mixing for $k > (\frac{11}{6} - ฮท)ฮ”$ for some positive constant $ฮท$. The key to our proof is combining path coupling with a new kind of metric that incorporates a count of the extremal configurations of the chain. Additionally, our results extend to list coloring, a widely studied generalization of coloring. Combined, these results answer two open questions from Frieze and Vigoda's 2007 survey paper on Glauber dynamics for colorings.
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