PARAMETER ESTIMATION FOR NOISY CHAOTIC SYSTEMS BASED ON AN IMPROVED PARTICLE SWARM OPTIMIZATION ALGORITHM

被引：0
|
作者：
Wei, Jiamin [1 ]
Yu, Yongguang [1 ]
Wang, Sha [1 ]
机构：
[1] Beijing Jiaotong Univ, Dept Math, Beijing 100044, Peoples R China
来源：
JOURNAL OF APPLIED ANALYSIS AND COMPUTATION | 2015年 / 5卷 / 02期
基金：
中国国家自然科学基金;
关键词：
Chaotic system; random noise; time delay; parameter estimation; particle swarm optimization algorithm; IDENTIFICATION; DESIGN;
D O I：
暂无
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
It is of great importance to estimate the unknown parameters and time delays of chaotic systems in control and synchronization. This paper is concerned with the uncertain parameters and time delays of chaotic systems corrupted with random noise. Parameters and time delays of such chaotic systems are estimated based on the improved particle swarm optimization algorithm for its global searching ability. Numerical simulations are given to show satisfactory results.
引用
收藏
页码：232 / 242
页数：11
相关论文
共 50 条
  • [1] Parameter estimation for chaotic system based on improved adaptive particle swarm optimization
    Wang, Ya
    Yu, Yongguang
    Wen, Guoguang
    Wang, Hu
    Journal of Information and Computational Science, 2014, 11 (03): : 953 - 962
  • [2] Parameter Estimation for One-Dimensional Chaotic Systems by Guaranteed Algorithm and Particle Swarm Optimization
    Sheludko, Anton S.
    IFAC PAPERSONLINE, 2018, 51 (32): : 337 - 342
  • [3] Parameter estimation for chaotic systems based on improved boundary chicken swarm optimization
    Chen, Shaolong
    Yan, Renhuan
    INFRARED TECHNOLOGY AND APPLICATIONS, AND ROBOT SENSING AND ADVANCED CONTROL, 2016, 10157
  • [4] Parameter estimation for chaotic systems using improved bird swarm algorithm
    Xu, Chuangbiao
    Yang, Renhuan
    MODERN PHYSICS LETTERS B, 2017, 31 (36):
  • [5] Parameter estimation for chaotic systems with a Drift Particle Swarm Optimization method
    Sun, Jun
    Zhao, Ji
    Wu, Xiaojun
    Fang, Wei
    Cai, Yujie
    Xu, Wenbo
    PHYSICS LETTERS A, 2010, 374 (28) : 2816 - 2822
  • [6] Parameter estimation for fractional-order chaotic systems by improved bird swarm optimization algorithm
    Zhang, Pei
    Yang, Renyu
    Yang, Renhuan
    Ren, Gong
    Yang, Xiuzeng
    Xu, Chuangbiao
    Xu, Baoguo
    Zhang, Huatao
    Cai, Yanning
    Lu, Yaosheng
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2019, 30 (11):
  • [7] Parameter estimation of bilinear systems based on an adaptive particle swarm optimization
    Modares, Hamidreza
    Alfi, Alireza
    Sistani, Mohammad-Bagher Naghibi
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2010, 23 (07) : 1105 - 1111
  • [8] Parameter estimation for chaotic system based on particle swarm optimization
    Gao, F
    Tong, HQ
    ACTA PHYSICA SINICA, 2006, 55 (02) : 577 - 582
  • [9] An Improved Biogeography Based Optimization for Parameter Estimation of Chaotic Systems
    Wang, Jianan
    Li, Xiangtao
    Su, Zhongming
    JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2013, 10 (09) : 2192 - 2200
  • [10] Parameter estimation for Lorenz chaotic systems based on chaotic ant swarm algorithm
    Li Li-Xiang
    Peng Hai-Peng
    Yang Yi-Xian
    Wang Xiang-Dong
    ACTA PHYSICA SINICA, 2007, 56 (01) : 51 - 55
12345