Path Coupling Using Stopping Times and Counting Independent Sets and Colourings in Hypergraphs

Bordewich, Magnus; Dyer, Martin; Karpinski, Marek

Path Coupling Using Stopping Times and Counting Independent Sets and Colourings in Hypergraphs

Authors

Bordewich, Magnus

Dyer, Martin

Karpinski, Marek

Description

We give a new method for analysing the mixing time of a Markov chain using path coupling with stopping times. We apply this approach to two hypergraph problems. We show that the Glauber dynamics for independent sets in a hypergraph mixes rapidly as long as the maximum degree Delta of a vertex and the minimum size m of an edge satisfy m>= 2Delta+1. We also show that the Glauber dynamics for proper q-colourings of a hypergraph mixes rapidly if m>= 4 and q > Delta, and if m=3 and q>=1.65Delta. We give related results on the hardness of exact and approximate counting for both problems.
Simpler proof of main theorem. Improved bound on mixing time. 19 pages