机构:
IMPA, Rio De Janeiro, BrazilIMPA, Rio De Janeiro, Brazil
Oliveira, Roberto Imbuzeiro
[1
]
机构:
[1] IMPA, Rio De Janeiro, Brazil
来源:
ELECTRONIC JOURNAL OF PROBABILITY
|
2012年
/
17卷
关键词:
Markov chains;
mixing times;
hitting times;
D O I:
10.1214/EJP.v17-2274
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:
Let 0 < alpha < 1/2. We show that that the mixing time of a continuous-time Markov chain on a finite state space is about as large as the largest expected hitting time of a subset of the state space with stationary measure >= alpha. Suitably modified results hold in discrete time and/or without the reversibility assumption. The key technical tool in the proof is the construction of random set A such that the hitting time of A is a light-tailed stationary time for the chain. We note that essentially the same results were obtained independently by Peres and Sousi.
机构:
Univ Fed Rio Grande do Sul, Inst Matemat & Estat, Av Bento Goncalves 9500, BR-91509900 Porto Alegre, RS, BrazilUniv Fed Rio Grande do Sul, Inst Matemat & Estat, Av Bento Goncalves 9500, BR-91509900 Porto Alegre, RS, Brazil