The Glauber dynamics for edge-colourings of trees

December 13, 2018 Β· Declared Dead Β· πŸ› Random Struct. Algorithms

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Authors Michelle Delcourt, Marc Heinrich, Guillem Perarnau arXiv ID 1812.05577 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DM, math.CO, math.PR Citations 9 Venue Random Struct. Algorithms Last Checked 4 months ago
Abstract
Let $T$ be a tree on $n$ vertices and with maximum degree $Ξ”$. We show that for $k\geq Ξ”+1$ the Glauber dynamics for $k$-edge-colourings of $T$ mixes in polynomial time in $n$. The bound on the number of colours is best possible as the chain is not even ergodic for $k \leq Ξ”$. Our proof uses a recursive decomposition of the tree into subtrees; we bound the relaxation time of the original tree in terms of the relaxation time of its subtrees using block dynamics and chain comparison techniques. Of independent interest, we also introduce a monotonicity result for Glauber dynamics that simplifies our proof.
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