Multicanonical sampling of rare trajectories in chaotic dynamical systems

被引:5
|
作者
Kitajima, Akimasa [1 ,2 ]
Iba, Yukito [3 ]
机构
[1] Osaka Univ, Grad Sch Sci, Osaka 5600043, Japan
[2] Osaka Univ, Cybermedia Ctr, Osaka 5600043, Japan
[3] Inst Stat Math, Tokyo 1908562, Japan
关键词
Chaotic dynamical systems; Rare trajectories; Multicanonical Monte Carlo; Coupled standard maps;
D O I
10.1016/j.cpc.2010.07.044
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In chaotic dynamical systems a number of rare trajectories with low level of chaoticity are embedded in chaotic sea while extraordinary unstable trajectories can exist even in weakly chaotic regions In this study a quantitative method for searching these rare trajectories is developed the method is based on multicanonical Monte Carlo and can estimate the probability of initial conditions that lead to trajectory fragments of a given level of chaoticity The proposed method is successfully tested with four-dimensional coupled standard maps where probabilities as small as 10(-14) are estimated (C) 2010 Elsevier BV All rights reserved
引用
收藏
页码:251 / 253
页数:3
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