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The Ethereal
Rapid mixing of Glauber dynamics for colorings below Vigoda's $11/6$ threshold
April 11, 2018 ยท The Ethereal ยท ๐ 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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