Path coupling without contraction

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Path coupling without contraction

Path coupling is a useful technique for simplifying the analysis of a coupling of a Markov chain. Rather than defining and analysing the coupling on every pair in Ω ×Ω , where Ω is the state space of the Markov chain, analysis is done on a smaller set S ⊆Ω ×Ω . If the coefficient of contraction β is strictly less than one, no further analysis is needed in order to show rapid mixing. However, if...

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ژورنال

عنوان ژورنال: Journal of Discrete Algorithms

سال: 2007

ISSN: 1570-8667

DOI: 10.1016/j.jda.2006.04.001