DocumentCode :
1474252
Title :
Local and global bifurcations in simple Takagi-Sugeno fuzzy systems
Author :
Cuesta, Federico ; Ponce, Enrique ; Aracil, Javier
Author_Institution :
Escuela Superior de Ingenieros, Univ. de Sevilla, Spain
Volume :
9
Issue :
2
fYear :
2001
fDate :
4/1/2001 12:00:00 AM
Firstpage :
355
Lastpage :
368
Abstract :
The relevance of bifurcation analysis in Takagi-Sugeno (T-S) fuzzy systems is emphasized mainly through examples. It is demonstrated that even the most simple cases can show a great variety of behaviors. To understand the richness of asymptotic dynamics one can find in T-S systems, a methodology is proposed by invoking bifurcation theory. Several local and global bifurcations (some of them, degenerate) are detected and summarized in the corresponding bifurcation diagrams. It is claimed,that this kind of careful analysis could help to cope with some criticism raised regarding the blind use of fuzzy systems
Keywords :
bifurcation; fuzzy systems; T-S fuzzy systems; asymptotic dynamics; global bifurcations; local bifurcations; simple Takagi-Sugeno fuzzy systems; Bifurcation; Chaos; Concrete; Displays; Fuzzy systems; Helium; Nonlinear dynamical systems; Nonlinear systems; Robust stability; Robustness;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/91.919257
Filename :
919257
Link To Document :
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