Abstract
The motivating problem for this paper is to find the expected covering time of a random walk on a balanced binary tree withn vertices. Previous upper bounds for general graphs ofO(|V| |E|)(1) andO(|V| |E|/d min)(2) imply an upper bound ofO(n 2). We show an upper bound on general graphs ofO(Δ |E| log |V|), which implies an upper bound ofO(n log2 n). The previous lower bound was Ω(|V| log |V|) for trees.(2) In our main result, we show a lower bound of Ω(|V| (log d max |V|)2) for trees, which yields a lower bound of Ω(n log2 n). We also extend our techniques to show an upper bound for general graphs ofO(max{E πTi} log |V|).
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References
Aleliunas, R., Karp, R. M., Lipton, R. J., Lovasz, L., and Rackoff, C. (1979). Random walks, universal traversal sequences, and the complexity of maze problems. Proceedings of the 20th IEEE Symposium on Foundations of Computer Science, pp. 218–233.
Kahn, J. D., Linial, N., Nisan, N., and Saks, M. E. (1988). On the cover time of random walks in graphs.J. Theor. Prob. 2, 121 (1989), this issue.
Aldous, D. J. (1988). Random Walks on Large Graphs: a Survey. Unpublished.
Keilson, J. (1979).Markov Chain Models-Rarity and Exponentiality. Springer-Verlag, New York.
Kemeny, J. G., and Snell, J. L. (1969).Finite Markov Chains. Van Nostrand, New York.
Moon, J. W. (1973). Random walks on random trees.J. Austral. Math. Soc. 15, 42–53.
Carne, T. K. (1985). A transmutation formula for Markov chains.Bull. Sci. Math. (2) 109, 399–405.
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Zuckerman, D. Covering times of random walks on bounded degree trees and other graphs. J Theor Probab 2, 147–157 (1989). https://doi.org/10.1007/BF01048276
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DOI: https://doi.org/10.1007/BF01048276