Cutoff phenomenon for random walks on Kneser graphs

被引:0
作者
Pourmiri, Ali [1 ]
Sauerwald, Thomas [2 ]
机构
[1] Max Planck Inst Informat, D-66123 Saarbrucken, Germany
[2] Univ Cambridge, Cambridge CB2 1TN, England
关键词
Markov chain; Random walk; Cutoff phenomenon; Kneser graph;
D O I
10.1016/j.dam.2014.04.015
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The cutoff phenomenon for an ergodic Markov chain describes a sharp transition in the convergence to its stationary distribution, over a negligible period of time, known as the cutoff window. We study the cutoff phenomenon for simple random walks on Kneser graphs, which is a family of ergodic Markov chains. Given two integers n and k, the Kneser graph K(2n + k, n) is defined as the graph with the vertex set being all subsets of {1,..., 2n + k} of size n and two vertices A and B being connected by an edge if A boolean AND B = empty set. We show that for any k = O(n), the random walk on K(2n + k, n) exhibits a cutoff at 1/2log(1+k/n) (2n + k) with a window of size O(n/k) (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:100 / 106
页数:7
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