Path coupling using stopping times and counting independent sets and colorings in hypergraphs
نویسندگان
چکیده
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 ∆ of a vertex and the minimum size m of an edge satisfy m ≥ 2∆ + 1. We also show that the Glauber dynamics for proper q-colourings of a hypergraph mixes rapidly if m ≥ 4 and q > ∆, and if m = 3 and q ≥ 1.65∆. We give related results on the hardness of exact and approximate counting for both problems.
منابع مشابه
Path Coupling Using Stopping Times and Counting Independent Sets and Colourings in Hypergraphs
We analyse the mixing time of Markov chains 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 ∆ of a vertex and the minimum size m of an edge satisfy m ≥ 2∆+1. We also show that the Glauber dynamics for proper q-colourings of a hypergraph m...
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ورودعنوان ژورنال:
- Random Struct. Algorithms
دوره 32 شماره
صفحات -
تاریخ انتشار 2005