MIXING TIME FOR THE SOLID-ON-SOLID MODEL

被引:2
|
作者
Martinelli, Fabio [1 ]
Sinclair, Alistair [2 ]
机构
[1] Univ Roma Tre, Dept Math, I-00146 Rome, Italy
[2] Univ Calif Berkeley, Div Comp Sci, Berkeley, CA 94720 USA
来源
ANNALS OF APPLIED PROBABILITY | 2012年 / 22卷 / 03期
基金
美国国家科学基金会; 欧洲研究理事会;
关键词
Solid-on-solid model; Markov chain Monte Carlo; censoring; Glauber dynamics; mixing time; monotonicity; Ising model; GLAUBER DYNAMICS; MARKOV-CHAINS; STATISTICAL-MECHANICS; BOUNDARY-CONDITIONS; ISING-MODEL; EQUILIBRIUM; DROPLET; SYSTEMS; LATTICE; GRAPHS;
D O I
10.1214/11-AAP791
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
We analyze the mixing time of a natural local Markov chain (the Glauber dynamics) on configurations of the solid-on-solid model of statistical physics. This model has been proposed, among other things, as an idealization of the behavior of contours in the Ising model at low temperatures. Our main result is an upper bound on the mixing time of (O) over tilde (n(3.5)), which is tight within a factor of (O) over tilde(root n). The proof, which in addition gives some insight into the actual evolution of the contours, requires the introduction of a number of novel analytical techniques that we conjecture will have other applications.
引用
收藏
页码:1136 / 1166
页数:31
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