Parameter Estimation of Loranz Chaotic Dynamic System Using Bees Algorithm

被引：9
|
作者：
Gholipour, R. [1 ]
Khosravi, A. [1 ]
Mojallali, H. [2 ]
机构：
[1] Babol Univ Technol, Fac Elect & Comp Engn, Babol Sar, Iran
[2] Univ Guilan, Elect Enbineering Dept, Fac Engn, POB 3756, Rasht, Iran
来源：
INTERNATIONAL JOURNAL OF ENGINEERING | 2013年 / 26卷 / 03期
关键词：
Loranz Chaotic System; Parameter Estimation; Bees Algorithm; Mean Squared Errors;
D O I：
10.5829/idosi.ije.2013.26.03c.05
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
An important problem in nonlinear science is estimation of unknown parameters in Loranz chaotic system. Clearly, the parameter estimation for chaotic systems is a multidimensional continuous optimization problem, where the optimization goal is to minimize mean squared errors (MSEs) between real and estimated responses for a number of given samples. The Bees algorithm (BA) is a new member of meta-heuristics. BA tries to model natural behavior of honey bees in food foraging. This paper focuses on using the BA to solve this problem. Simulation results demonstrate the merit, effectiveness and robustness of BA.
引用
收藏
页码：257 / 262
页数：6
相关论文
共 50 条
  • [1] Modified dynamic minimization algorithm for parameter estimation of chaotic system from a time series
    Liu, Ying
    Tang, Wallace K. S.
    NONLINEAR DYNAMICS, 2011, 66 (1-2) : 213 - 229
  • [2] Modified dynamic minimization algorithm for parameter estimation of chaotic system from a time series
    Ying Liu
    Wallace K. S. Tang
    Nonlinear Dynamics, 2011, 66 : 213 - 229
  • [3] Parameter estimation of Lorenz chaotic system using a hybrid swarm intelligence algorithm
    Lazzus, Juan A.
    Rivera, Marco
    Lopez-Caraballo, Carlos H.
    PHYSICS LETTERS A, 2016, 380 (11-12) : 1164 - 1171
  • [4] An approach of parameter estimation for a chaotic system based on genetic algorithm
    Dai, Dong
    Ma, Xi-Kui
    Li, Fu-Cai
    You, Yong
    Wuli Xuebao/Acta Physica Sinica, 2002, 51 (11):
  • [5] Approach of parameter estimation for a chaotic system based on genetic algorithm
    Dai, Dong
    Ma, Xi-Kui
    Li, Fu-Cai
    You, Yong
    2002, Science Press (51):
  • [6] Novel Hybrid Optimization Algorithm for Parameter Estimation of Chaotic System
    Chang, Haotian
    Feng, Jing
    Jiang, Lei
    PROCEEDINGS OF THE 2016 INTERNATIONAL FORUM ON MECHANICAL, CONTROL AND AUTOMATION (IFMCA 2016), 2017, 113 : 277 - 282
  • [7] An approach of parameter estimation for a chaotic system based on genetic algorithm
    Dai, D
    Ma, XK
    Li, FC
    You, Y
    ACTA PHYSICA SINICA, 2002, 51 (11) : 2459 - 2462
  • [8] Chaotic System Parameter Estimation with Improved Gravitational Search Algorithm
    Wang, Jiarong
    Huang, Yu
    Liang, Weiping
    INDUSTRIAL ENGINEERING, MACHINE DESIGN AND AUTOMATION (IEMDA 2014) & COMPUTER SCIENCE AND APPLICATION (CCSA 2014), 2015, : 374 - 379
  • [9] Parameter estimation for chaotic system based on evolution algorithm with hybrid crossover
    Long Wen
    Jiao Jian-Jun
    ACTA PHYSICA SINICA, 2012, 61 (11)
  • [10] Parameter Estimation of Fuel Cell Using Chaotic Mayflies Optimization Algorithm
    Gupta, Jyoti
    Nijhawan, Parag
    Ganguli, Souvik
    ADVANCED THEORY AND SIMULATIONS, 2021, 4 (12)
12345