A strong uniform time for random transpositions

Springer Science and Business Media LLC - Tập 1 - Trang 411-423 - 1988
Peter Matthews1
1Department of Mathematics and Statistics, University of Maryland, Catonsville

Tóm tắt

A random permutation ofN items generated by a sequence ofK random transpositions is considered. The method of strong uniform times is used to give an upper bound on the variation distance between the distributions of the random permutation generated and a uniformly distributed permutation. The strong uniform time is also used to find the asymptotic distribution of the number of fixed points of the generated permutation. This is used to give a lower bound on the same variation distance. Together these bounds give a striking demonstration of the threshold phenomenon in the convergence of rapidly mixing Markov chains to stationarity.

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