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Sequential Parameter Identification of Fractional-Order Duffing System Based on Differential Evolution Algorithm
Joint Authors
Zhong, Suchuan
Lai, Li
Ji, Yuan-Dong
Zhang, Lu
Source
Mathematical Problems in Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-09-28
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Using the dynamic properties of fractional-order Duffing system, a sequential parameter identification method based on differential evolution optimization algorithm is proposed for the fractional-order Duffing system.
Due to the step by step parameter identification method, the dimension of parameter identification of each step is greatly reduced and the search capability of the differential evolution algorithm has been greatly improved.
The simulation results show that the proposed method has higher convergence reliability and accuracy of identification and also has high robustness in the presence of measurement noise.
American Psychological Association (APA)
Lai, Li& Ji, Yuan-Dong& Zhong, Suchuan& Zhang, Lu. 2017. Sequential Parameter Identification of Fractional-Order Duffing System Based on Differential Evolution Algorithm. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-13.
https://search.emarefa.net/detail/BIM-1190209
Modern Language Association (MLA)
Lai, Li…[et al.]. Sequential Parameter Identification of Fractional-Order Duffing System Based on Differential Evolution Algorithm. Mathematical Problems in Engineering No. 2017 (2017), pp.1-13.
https://search.emarefa.net/detail/BIM-1190209
American Medical Association (AMA)
Lai, Li& Ji, Yuan-Dong& Zhong, Suchuan& Zhang, Lu. Sequential Parameter Identification of Fractional-Order Duffing System Based on Differential Evolution Algorithm. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-13.
https://search.emarefa.net/detail/BIM-1190209
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1190209