UM
Fuzzy adaptive control of two totally different chaotic systems with complicated structures by novel pragmatically adaptive control strategy
Chen, Chin-Sheng; Tsai, Shun-Hung; Tam, Lap-Mou; Li, Shih-Yu
2017-11
Source PublicationSOFT COMPUTING
ISSN1432-7643
Volume21Issue:22Pages:6783-6800
AbstractIn this paper, a set of novel fuzzy adaptive control strategy is proposed to control two totally different nonlinear systems with complicated structure and different numbers of nonlinear terms. This novel adaptive control strategy is composed of three main points-(1) novel fuzzy model, proposed via Li and Ge (IEEE Trans Syst Man Cybern Part B Cybern 41(4):1015-1026, 2011), provides a set of simple and effective modeling strategy to reduce the total numbers of fuzzy rules through modeling process, and only two linear subsystems are needed; (2) novel control Lyapunov function is set as an exponential form of error states and tries to speed up the variance of states in this article; and (3) pragmatical asymptotically stability theorem: this theorem can be applied to proof that the error of parameters can achieve the original point strictly. Mathieu-Van der Pol system and quantum cellular neural networks nanosystem are used for illustrations in numerical simulation results to show the effectiveness and feasibility of the new fuzzy adaptive approach. Traditional fuzzy modeling and adaptive control method are given for further comparison.
KeywordGe-Li fuzzy model Pragmatical adaptive control Lyapunov function Complicated chaotic system
DOI10.1007/s00500-016-2230-y
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Interdisciplinary Applications
WOS IDWOS:000413147300016
PublisherSPRINGER
The Source to ArticleWOS
Fulltext Access
Citation statistics
Cited Times [WOS]:1   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Recommended Citation
GB/T 7714
Chen, Chin-Sheng,Tsai, Shun-Hung,Tam, Lap-Mou,et al. Fuzzy adaptive control of two totally different chaotic systems with complicated structures by novel pragmatically adaptive control strategy[J]. SOFT COMPUTING,2017,21(22):6783-6800.
APA Chen, Chin-Sheng,Tsai, Shun-Hung,Tam, Lap-Mou,&Li, Shih-Yu.(2017).Fuzzy adaptive control of two totally different chaotic systems with complicated structures by novel pragmatically adaptive control strategy.SOFT COMPUTING,21(22),6783-6800.
MLA Chen, Chin-Sheng,et al."Fuzzy adaptive control of two totally different chaotic systems with complicated structures by novel pragmatically adaptive control strategy".SOFT COMPUTING 21.22(2017):6783-6800.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Chen, Chin-Sheng]'s Articles
[Tsai, Shun-Hung]'s Articles
[Tam, Lap-Mou]'s Articles
Baidu academic
Similar articles in Baidu academic
[Chen, Chin-Sheng]'s Articles
[Tsai, Shun-Hung]'s Articles
[Tam, Lap-Mou]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Chen, Chin-Sheng]'s Articles
[Tsai, Shun-Hung]'s Articles
[Tam, Lap-Mou]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.