Parameter Identification of Chaotic System Based on Quantum PSO Algorithm

被引：0
|
作者：
Liu, Ting [1 ]
Pan, Liwu
Meng, Qingwei [1 ]
Li, Yuping [1 ]
机构：
[1] Zhengzhou Normal Univ, Dept Informat Technol, Zhengzhou, Henan, Peoples R China
来源：
PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012) | 2012年
关键词：
Particle Swarm Optimization (PSO); Quantum PSO (QPSO); Parameter Identification; Chaotic System; PARTICLE SWARM OPTIMIZATION;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we employed a new variant of particle swarm optimization (PSO) technique named quantum PSO (QPSO) to search for optimal parameters of chaotic system by minimizing errors between the model's evaluated outputs and the actual ones. The performance of the QPSO is tested via simulation in Matlab. Identification results aptly show that the QPSO algorithm has the advantage of high parameter identification precision and it provides a new way for parameter identification of chaotic system.
引用
收藏
页码：1982 / 1985
页数：4
相关论文
共 50 条
  • [1] Parameter identification of governor-turbine system based on a PSO algorithm
    Abdalla, Ahmed N.
    Li, Kui
    Cheng, Shijie
    Wen, Jinyu
    Zhang, Jing
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 1 - 6
  • [2] Parameter identification of transformer based on PSO algorithm
    Ouyang, Fan
    Liu, Yongqiang
    Liang, Zhaowen
    Qiu, Zitian
    Yuan, Bo
    [J]. 2018 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2018, : 3864 - 3870
  • [3] Quantum parameter identification for a chaotic atom ensemble system
    Li, Wenlin
    Li, Chong
    Song, Heshan
    [J]. PHYSICS LETTERS A, 2016, 380 (5-6) : 672 - 677
  • [4] Parameter Identification of Lithium Battery Model Based on Chaotic Quantum Sparrow Search Algorithm
    Hou, Jing
    Wang, Xin
    Su, Yanping
    Yang, Yan
    Gao, Tian
    [J]. APPLIED SCIENCES-BASEL, 2022, 12 (14):
  • [5] Parameter identification of Rossler's chaotic system by an evolutionary algorithm
    Chang, Wei-Der
    [J]. CHAOS SOLITONS & FRACTALS, 2006, 29 (05) : 1047 - 1053
  • [6] A New Pelican Optimization Algorithm for the Parameter Identification of Memristive Chaotic System
    Xiong, Qi
    She, Jincheng
    Xiong, Jinkun
    [J]. SYMMETRY-BASEL, 2023, 15 (06):
  • [7] Chaotic quantum-behaved PSO algorithm for power system economic load dispatch
    Xiao-Hua, Wang
    Yong-Mei, Zhang
    [J]. International Journal of Digital Content Technology and its Applications, 2011, 5 (08) : 290 - 297
  • [8] Enhanced global flower pollination algorithm for parameter identification of chaotic and hyper-chaotic system
    Chen, Yang
    Pi, DeChang
    Wang, Bi
    [J]. NONLINEAR DYNAMICS, 2019, 97 (02) : 1343 - 1358
  • [9] Enhanced global flower pollination algorithm for parameter identification of chaotic and hyper-chaotic system
    Yang Chen
    DeChang Pi
    Bi Wang
    [J]. Nonlinear Dynamics, 2019, 97 : 1343 - 1358
  • [10] Approach of parameter estimation for a chaotic system based on genetic algorithm
    Dai, Dong
    Ma, Xi-Kui
    Li, Fu-Cai
    You, Yong
    [J]. 2002, Science Press (51):
12345