CUTOFF FOR THE NOISY VOTER MODEL

被引:6
|
作者
Cox, J. Theodore [1 ]
Peres, Yuval [2 ]
Steif, Jeffrey E. [3 ,4 ]
机构
[1] Syracuse Univ, Dept Math, 215 Carnegie Bldg, Syracuse, NY 13244 USA
[2] Microsoft Res, 1 Microsoft Way, Redmond, WA 98052 USA
[3] Chalmers, Dept Math, SE-41296 Gothenburg, Sweden
[4] Gothenburg Univ, SE-41296 Gothenburg, Sweden
来源
ANNALS OF APPLIED PROBABILITY | 2016年 / 26卷 / 02期
基金
瑞典研究理事会; 美国国家科学基金会;
关键词
Noisy voter models; mixing times for Markov chains; cutoff phenomena; ISING-MODEL;
D O I
10.1214/15-AAP1108
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Given a continuous time Markov Chain {q (x, y)} on a finite set S, the associated noisy voter model is the continuous time Markov chain on {0, 1}(S), which evolves in the following way: (1) for each two sites x and y in S, the state at site x changes to the value of the state at site y at rate q (x, y); (2) each site rerandomizes its state at rate 1. We show that if there is a uniform bound on the rates {q (x, y)} and the corresponding stationary distributions are almost uniform, then the mixing time has a sharp cutoff at time log vertical bar S vertical bar/2 with a window of order 1. Lubetzky and Sly proved cutoff with a window of order 1 for the stochastic Ising model on toroids; we obtain the special case of their result for the cycle as a consequence of our result. Finally, we consider the model on a star and demonstrate the surprising phenomenon that the time it takes for the chain started at all ones to become close in total variation to the chain started at all zeros is of smaller order than the mixing time.
引用
收藏
页码:917 / 932
页数:16
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