The Hybrid Adaptive Control of T-S Fuzzy System Based on Niche
Joint Authors
Zhao, Tong
Lu, Guo-ping
Hao, Yun-li
Li, Yimin
Source
Journal of Applied Mathematics
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-05-30
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
Based on the niche characteristics, a hybrid adaptive fuzzy control method with the function of continuous supervisory control is proposed in this paper.
Considering the close degree of Niche as the consequent of adaptive T-S fuzzy control system, the hybrid control law is designed by tracking, continuous supervisory, and adaptive compensation.
Adaptive compensator is used in the controller to compensate the approximation error of fuzzy logic system and the effect of the external disturbance.
The adaptive law of consequent parameters, which is achieved in this paper, embodies system adaptability as biological individual.
It is proved that all signals in the closed-loop system are bounded and tracking error converges to zero by Lyapunov stability theory.
The effectiveness of the approach is demonstrated by the simulation results.
American Psychological Association (APA)
Zhao, Tong& Lu, Guo-ping& Hao, Yun-li& Li, Yimin. 2012. The Hybrid Adaptive Control of T-S Fuzzy System Based on Niche. Journal of Applied Mathematics،Vol. 2012, no. 2012, pp.1-15.
https://search.emarefa.net/detail/BIM-992987
Modern Language Association (MLA)
Zhao, Tong…[et al.]. The Hybrid Adaptive Control of T-S Fuzzy System Based on Niche. Journal of Applied Mathematics No. 2012 (2012), pp.1-15.
https://search.emarefa.net/detail/BIM-992987
American Medical Association (AMA)
Zhao, Tong& Lu, Guo-ping& Hao, Yun-li& Li, Yimin. The Hybrid Adaptive Control of T-S Fuzzy System Based on Niche. Journal of Applied Mathematics. 2012. Vol. 2012, no. 2012, pp.1-15.
https://search.emarefa.net/detail/BIM-992987
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-992987