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Random walks on highly symmetric graphs
Authors:Luc Devroye  Amine Sbihi
Institution:(1) Department of Mathematics and Statistics, McGill University, 805 Sherbrooke Street West, H3A 2K6 Montréal, Canada
Abstract:We consider uniform random walks on finite graphs withn nodes. When the hitting times are symmetric, the expected covering time is at least 1/2n logn-O(n log logn) uniformly over all such graphs. We also obtain bounds for the covering times in terms of the eigenvalues of the transition matrix of the Markov chain. For distance-regular graphs, a general lower bound of (n-1) logn is obtained. For hypercubes and binomial coefficient graphs, the limit law of the covering time is obtained as well.
Keywords:Random walks  covering times  graphs  vertex-transitive graphs  distance-regular graphs
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