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
  • [41] Parameter Estimation of Wiener Systems Based on the Particle Swarm Iteration and Gradient Search Principle
    Li, Junhong
    Zong, Tiancheng
    Gu, Juping
    Hua, Liang
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2020, 39 (07) : 3470 - 3495
  • [42] An Improved Particle Swarm Optimization Algorithm
    Ni, Hongmei
    Wang, Weigang
    ADVANCES IN APPLIED SCIENCES AND MANUFACTURING, PTS 1 AND 2, 2014, 850-851 : 809 - +
  • [43] An Improved Particle Swarm Optimization Algorithm
    Jiang, Changyuan
    Zhao, Shuguang
    Guo, Lizheng
    Ji, Chuan
    MECHANICAL ENGINEERING AND INTELLIGENT SYSTEMS, PTS 1 AND 2, 2012, 195-196 : 1060 - 1065
  • [44] A Parameter Estimation Method for Nonlinear Systems Based on Improved Boundary Chicken Swarm Optimization
    Chen, Shaolong
    Yang, Renyu
    Yang, Renhuan
    Yang, Liu
    Yang, Xiuzeng
    Xu, Chuangbiao
    Xu, Baoguo
    Zhang, Huatao
    Lu, Yaosheng
    Liu, Weiping
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2016, 2016
  • [45] Parameter estimation for chaotic systems based on hybrid differential evolution algorithm
    Wang Jun-Yan
    Huang De-Xian
    ACTA PHYSICA SINICA, 2008, 57 (05) : 2755 - 2760
  • [46] Parameter Estimation of Complex Functions Based on Quantum-behaved Particle Swarm Optimization Algorithm
    Xu, Min
    Xu, Wenbo
    DCABES 2008 PROCEEDINGS, VOLS I AND II, 2008, : 591 - +
  • [47] Improved Particle Swarm Optimization Algorithm Based Robust Parameter Estimation of Photovoltaic Array Model under Partial Shading Conditions
    Wu, Longjie
    Zheng, Yinyan
    Ezzahrae, El Harmach Fatima
    Chen, Chong
    Zhang, Zhengjiang
    Hong, Zhihui
    Zhao, Sheng
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2024,
  • [48] Cloud Task Scheduling Based on Chaotic Particle Swarm Optimization Algorithm
    Li Yingqiu
    Li Shuhua
    Gao Shoubo
    2016 INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION, BIG DATA & SMART CITY (ICITBS), 2017, : 493 - 496
  • [49] Parameter estimation for chaotic systems based on hybrid biogeography-based optimization
    Jian, Lin
    Li, Xu
    ACTA PHYSICA SINICA, 2013, 62 (03)
  • [50] Estimation of a five-parameter JONSWAP spectra with an improved particle swarm optimization
    Deng, Fangyu
    Wang, Juan
    Wang, Jichao
    APPLIED OCEAN RESEARCH, 2023, 136
12345