SENSITIVITY OF MIXING TIMES IN EULERIAN DIGRAPHS

被引:9
|
作者
Boczkowski, Lucas [1 ]
Peres, Yuval [2 ]
Sousi, Perla [3 ]
机构
[1] Univ Paris Diderot, F-75013 Paris, France
[2] Microsoft Res, Redmond, WA 98052 USA
[3] Univ Cambridge, Cambridge CB3 0WB, England
关键词
random walk; mixing time; Eulerian digraph;
D O I
10.1137/16M1073376
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Let X be a lazy random walk on a graph G. If G is undirected, then the mixing time is upper bounded by the maximum hitting time of the graph. This fails for directed chains, as the biased random walk on the cycle Z(n) shows. However, we establish that for Eulerian digraphs, the mixing time is O(mn), where m is the number of edges and n is the number of vertices. In the reversible case, the mixing time is robust to the change of the laziness parameter. Surprisingly, in the directed setting the mixing time can be sensitive to such changes. We also study exploration and cover times for random walks on Eulerian digraphs and prove universal upper bounds in analogy to the undirected case.
引用
收藏
页码:624 / 655
页数:32
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