Random walks on highly symmetric graphs |
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Authors: | Luc Devroye Amine Sbihi |
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Affiliation: | (1) Department of Mathematics and Statistics, McGill University, 805 Sherbrooke Street West, H3A 2K6 Montréal, Canada |
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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. |
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Keywords: | Random walks covering times graphs vertex-transitive graphs distance-regular graphs |
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