The evolution of the mixing rate of a simple random walk on the giant component of a random graph

被引:35
作者
Fountoulakis, N. [1 ]
Reed, B. A. [2 ,3 ]
机构
[1] Univ Birmingham, Sch Math, Birmingham B15 2TT, W Midlands, England
[2] McGill Univ, Sch Comp Sci, Canada Res Chair Graph Theory, Montreal, PQ H3A 2T5, Canada
[3] INRIA, Lab 13S, CNRS, Project Mascotte, Sophia Antipolis, France
关键词
mixing time; random graph; giant component;
D O I
10.1002/rsa.20210
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In this article 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 O(root ln n), proving that the mixing time in this case is Theta((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 Theta(ln n/ ln d) a.a.s.. We proved these results during the 2003-04 academic year. Similar results but for constant d were later proved independently by Benjamini et al. in [3]. (C) 2008 Wiley Periodicals, Inc.
引用
收藏
页码:68 / 86
页数:19
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