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The Evolution of the Mixing Rate

组合数学 2007-05-23 v1 概率论

摘要

In this paper we present a study of the mixing time of a random walk on the largest component of a supercritical random graph, also known as the giant component. We identify local obstructions that slow down the random walk, when the average degree d is at most (ln n lnln n)^{1/2}, proving that the mixing time in this case is O((ln n/d)^2) asymptotically almost surely. As the average degree grows these become negligible and it is the diameter of the largest component that takes over, yielding mixing time O(ln n/ln d). We proved these results during the 2003-04 academic year. Similar results but for constant d were later proved independently by I. Benjamini, G. Kozma and N. Wormald.

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引用

@article{arxiv.math/0701474,
  title  = {The Evolution of the Mixing Rate},
  author = {Nikolaos Fountoulakis and Bruce Reed},
  journal= {arXiv preprint arXiv:math/0701474},
  year   = {2007}
}

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15 pages