Particle swarm optimization: An efficient method for tracing periodic orbits and controlling chaos

被引:0
|
作者
Gao, Fei [1 ]
Tong, Hengqing [1 ]
机构
[1] Wuhan Inst Technol, Sch Sci, Dept Math, Wuhan 430070, Hubei, Peoples R China
关键词
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Chaos control is of vital importance in the fields of chaos application. To avoid too much artificial control factors, by transforming problems related to chaos system into those of different functions' optimizations, a novel application through particle swarm optimization simulating the swarm intelligence is proposed. It makes the processes of tracing unstable periodic orbits, directing and multi-solutions for controlling Henon chaos as a whole. The details of applying the proposed method are given and the experiments done show that the proposed strategy is effective and robust.
引用
收藏
页码:780 / 784
页数:5
相关论文
共 50 条
  • [1] Particle swarm optimization: an efficient method for tracing periodic orbits in three-dimensional galactic potentials
    Skokos, C
    Parsopoulos, KE
    Patsis, PA
    Vrahatis, MN
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2005, 359 (01) : 251 - 260
  • [2] Method of particle swarm optimization based on the chaos map
    Liu D.-H.
    Yuan S.-C.
    Lan Y.
    Ma X.-J.
    Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2010, 37 (04): : 764 - 769
  • [3] An Improved Particle Swarm Optimization Method Based on Chaos
    Yang, Zuyuan
    Yang, Huafen
    Yang, You
    Zhang, Lihui
    2014 10TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2014, : 209 - 213
  • [4] Computing periodic orbits of nondifferentiable/discontinuous mappings through particle swarm optimization
    Parsopoulos, KE
    Vrahatis, MN
    PROCEEDINGS OF THE 2003 IEEE SWARM INTELLIGENCE SYMPOSIUM (SIS 03), 2003, : 34 - 41
  • [5] A hybrid method of particle swarm and chaos for vehicle simulator optimization
    Zhao, Qiang
    Gao, Fang
    Guan, Qiang
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 849 - 856
  • [6] A Parallel Chaos Particle Swarm Optimization
    Yang Dao-ping
    Zhang Kai
    Fan Lin-bo
    Zhao Ming
    2009 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY, VOL III, PROCEEDINGS,, 2009, : 645 - +
  • [7] Controlling chaos for nonautonomous systems by detecting unstable periodic orbits
    Hsiao, YC
    Tung, PC
    CHAOS SOLITONS & FRACTALS, 2002, 13 (05) : 1043 - 1051
  • [8] Controlling spatiotemporal chaos in coupled map lattices to periodic orbits
    Zhu, KE
    Chen, TL
    Bian, GX
    COMMUNICATIONS IN THEORETICAL PHYSICS, 2003, 40 (05) : 527 - 532
  • [9] EXPERIMENTAL CHARACTERIZATION OF UNSTABLE PERIODIC-ORBITS BY CONTROLLING CHAOS
    BIELAWSKI, S
    DEROZIER, D
    GLORIEUX, P
    PHYSICAL REVIEW A, 1993, 47 (04): : R2492 - R2495
  • [10] Chaos Particle Swarm Optimization Algorithm for Optimization Problems
    Liu, Wenbin
    Luo, Nengsheng
    Pan, Guo
    Ouyang, Aijia
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2018, 32 (11)