PID control for chaotic synchronization using particle swarm optimization

被引:77
作者
Chang, Wei-Der [1 ]
机构
[1] Shu Te Univ, Dept Comp & Commun, Kaohsiung 824, Taiwan
关键词
SYSTEM;
D O I
10.1016/j.chaos.2007.01.064
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper, we attempt to use the proportional-integral-derivative (PID) controller to achieve the chaos synchronization for delayed discrete chaotic systems. Three PID control gains can be optimally determined by means of using a novel optimization algorithm, called the particle swarm optimization (PSO). The algorithm is motivated from the organism behavior of fish schooling and bird flocking, and involves the social psychology principles in socio-cognition human agents and evolutionary computations. It has a good numerical convergence for solving optimization problem. To show the validity of the PSO-based PID control for chaos synchronization, several cases with different initial populations are considered and some simulation results are shown. (C) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:910 / 917
页数:8
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