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
fDate :
4/1/2001 12:00:00 AM
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;
Journal_Title :
Fuzzy Systems, IEEE Transactions on