Parameter identification of time-delay chaotic system using chaotic ant swarm

被引：24
|
作者：
Tang, Yinggan [1 ]
Cui, Mingyong [1 ,2 ]
Li, Lixiang [3 ]
Peng, Haipeng [3 ]
Guan, Xinping [1 ]
机构：
[1] Yanshan Univ, Key Lab Ind Comp Control Engn Hebei Prov, Qinhuangdao 066004, Hebei, Peoples R China
[2] N China Elect Power Univ, Sch Elect & Elect Engn, Beijing 102206, Peoples R China
[3] Beijing Univ Posts & Telecommun, Natl Engn Lab Disaster Backup & Recovery, Beijing 100876, Peoples R China
来源：
CHAOS SOLITONS & FRACTALS | 2009年 / 41卷 / 04期
基金：
中国国家自然科学基金;
关键词：
LAG SYNCHRONIZATION;
D O I：
10.1016/j.chaos.2008.09.044
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
The identification problem of delay time as well as parameters of time-delay chaotic system is investigated in this paper. The identification problem is converted to that of parameter optimization by constructing suitable fitness function. A novel optimization method, called CAS (chaotic ant swarm), which simulates the chaotic behavior of single ant and the self-organization behavior of ant colony, is used to solve this optimization problem. Illustrative example demonstrates the effectiveness of the proposed method. Crown Copyright (C) 2008 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码：2097 / 2102
页数：6
相关论文
共 50 条
  • [1] Parameter estimation for time-delay chaotic system by particle swarm optimization
    Tang, Yinggan
    Guan, Xinping
    CHAOS SOLITONS & FRACTALS, 2009, 40 (03) : 1391 - 1398
  • [2] Parameter identification of first order time-delay chaotic system
    Peng Hai-Peng
    Li Li-Xiang
    Yang Yi-Xian
    Zhang Xiao-Hong
    Gao Yang
    ACTA PHYSICA SINICA, 2007, 56 (11) : 6245 - 6249
  • [3] Parameter estimation of chaotic system with time-delay: A differential evolution approach
    Tang, Yinggan
    Guan, Xinping
    CHAOS SOLITONS & FRACTALS, 2009, 42 (05) : 3132 - 3139
  • [4] A secure communication scheme based on parameter identification of first order time-delay chaotic system
    Wang Ming-Jun
    Wang Xing-Yuan
    ACTA PHYSICA SINICA, 2009, 58 (03) : 1467 - 1472
  • [5] A gradient-based parameter identification method for time-delay chaotic systems
    Chai, Qinqin
    Loxton, Ryan
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 6566 - 6570
  • [6] Fuzzy identification system designed by chaotic ant swarm
    Peng Hai-peng
    Wang Xiang-dong
    Li Li-xiang
    Yang Yi-xian
    Proceedings of 2006 Chinese Control and Decision Conference, 2006, : 65 - 68
  • [7] Fuzzy system identification via chaotic ant swarm
    Li, Lixiang
    Yang, Yixian
    Peng, Haipeng
    CHAOS SOLITONS & FRACTALS, 2009, 41 (01) : 401 - 409
  • [8] Synchronization of chaotic systems using particle swarm optimization and time-delay estimation
    Jinwook Kim
    Maolin Jin
    Nonlinear Dynamics, 2016, 86 : 2003 - 2015
  • [9] Synchronization of chaotic systems using particle swarm optimization and time-delay estimation
    Kim, Jinwook
    Jin, Maolin
    NONLINEAR DYNAMICS, 2016, 86 (03) : 2003 - 2015
  • [10] Synchronization of a class of time-delay chaotic system
    Wang Zhi-feng
    Wang Xiang-dong
    Peng Hai-peng
    Li Li-xiang
    Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, : 240 - 242
12345