Event-chain Monte Carlo algorithms for hard-sphere systems

被引:141
作者
Bernard, Etienne P. [1 ]
Krauth, Werner [1 ]
Wilson, David B. [2 ]
机构
[1] Ecole Normale Super, CNRS, Lab Phys Stat, F-75231 Paris 05, France
[2] Microsoft Res, Redmond, WA 98052 USA
来源
PHYSICAL REVIEW E | 2009年 / 80卷 / 05期
关键词
liquid theory; Monte Carlo methods; statistical mechanics; PHASE-TRANSITION; DYNAMICS;
D O I
10.1103/PhysRevE.80.056704
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
In this paper we present the event-chain algorithms, which are fast Markov-chain Monte Carlo methods for hard spheres and related systems. In a single move of these rejection-free methods, an arbitrarily long chain of particles is displaced, and long-range coherent motion can be induced. Numerical simulations show that event-chain algorithms clearly outperform the conventional Metropolis method. Irreversible versions of the algorithms, which violate detailed balance, improve the speed of the method even further. We also compare our method with a recent implementations of the molecular-dynamics algorithm.
引用
收藏
页数:5
相关论文
共 22 条
[1]   PHASE TRANSITION IN ELASTIC DISKS [J].
ALDER, BJ ;
WAINWRIGHT, TE .
PHYSICAL REVIEW, 1962, 127 (02) :359-&
[2]   PHASE TRANSITION FOR A HARD SPHERE SYSTEM [J].
ALDER, BJ ;
WAINWRIGHT, TE .
JOURNAL OF CHEMICAL PHYSICS, 1957, 27 (05) :1208-1209
[3]   DECAY OF VELOCITY AUTOCORRELATION FUNCTION [J].
ALDER, BJ ;
WAINWRIGHT, TE .
PHYSICAL REVIEW A-GENERAL PHYSICS, 1970, 1 (01) :18-+
[4]   Numerical solution of hard-core mixtures [J].
Buhot, A ;
Krauth, W .
PHYSICAL REVIEW LETTERS, 1998, 80 (17) :3787-3790
[5]  
Diaconis P, 2000, ANN APPL PROBAB, V10, P726
[6]   Cluster algorithm for hard spheres and related systems [J].
Dress, C ;
Krauth, W .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1995, 28 (23) :L597-L601
[7]   THEORY OF 2-DIMENSIONAL MELTING [J].
HALPERIN, BI ;
NELSON, DR .
PHYSICAL REVIEW LETTERS, 1978, 41 (02) :121-124
[8]   Simple and efficient algorithm for large scale molecular dynamics simulation in hard disk system [J].
Isobe, M .
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 1999, 10 (07) :1281-1293
[9]  
ISOBE M, COMMUNICATION
[10]   Long-time tail of the velocity autocorrelation function in a two-dimensional moderately dense hard-disk fluid [J].
Isobe, Masaharu .
PHYSICAL REVIEW E, 2008, 77 (02)