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A Parameter Estimation Method for Nonlinear Systems Based on Improved Boundary Chicken Swarm Optimization
Joint Authors
Chen, Shaolong
Yang, Renyu
Yang, Renhuan
Yang, Liu
Yang, Xiuzeng
Xu, Chuangbiao
Xu, Baoguo
Zhang, Huatao
Lu, Yaosheng
Liu, Weiping
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-12-26
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Parameter estimation is an important problem in nonlinear system modeling and control.
Through constructing an appropriate fitness function, parameter estimation of system could be converted to a multidimensional parameter optimization problem.
As a novel swarm intelligence algorithm, chicken swarm optimization (CSO) has attracted much attention owing to its good global convergence and robustness.
In this paper, a method based on improved boundary chicken swarm optimization (IBCSO) is proposed for parameter estimation of nonlinear systems, demonstrated and tested by Lorenz system and a coupling motor system.
Furthermore, we have analyzed the influence of time series on the estimation accuracy.
Computer simulation results show it is feasible and with desirable performance for parameter estimation of nonlinear systems.
American Psychological Association (APA)
Chen, Shaolong& Yang, Renyu& Yang, Renhuan& Yang, Liu& Yang, Xiuzeng& Xu, Chuangbiao…[et al.]. 2016. A Parameter Estimation Method for Nonlinear Systems Based on Improved Boundary Chicken Swarm Optimization. Discrete Dynamics in Nature and Society،Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1103420
Modern Language Association (MLA)
Chen, Shaolong…[et al.]. A Parameter Estimation Method for Nonlinear Systems Based on Improved Boundary Chicken Swarm Optimization. Discrete Dynamics in Nature and Society No. 2016 (2016), pp.1-11.
https://search.emarefa.net/detail/BIM-1103420
American Medical Association (AMA)
Chen, Shaolong& Yang, Renyu& Yang, Renhuan& Yang, Liu& Yang, Xiuzeng& Xu, Chuangbiao…[et al.]. A Parameter Estimation Method for Nonlinear Systems Based on Improved Boundary Chicken Swarm Optimization. Discrete Dynamics in Nature and Society. 2016. Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1103420
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1103420