Local and global bifurcations in simple Takagi-Sugeno fuzzy systems

Citation
F. Cuesta et al., Local and global bifurcations in simple Takagi-Sugeno fuzzy systems, IEEE FUZ SY, 9(2), 2001, pp. 355-368
Citations number
19
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON FUZZY SYSTEMS
ISSN journal
10636706 → ACNP
Volume
9
Issue
2
Year of publication
2001
Pages
355 - 368
Database
ISI
SICI code
1063-6706(200104)9:2<355:LAGBIS>2.0.ZU;2-A
Abstract
The relevance of bifurcation analysis in Takagi-Sugeno (T-S) fuzzy systems is emphasized mainly through examples. It is demonstrated that even the mos t simple cases can show a great variety of behaviors. To understand the ric hness of asymptotic dynamics, one can find in TS systems, a methodology is proposed by invoking bifurcation theory. Several local and global bifurcati ons (some of them, degenerate) are detected and summarized in the correspon ding bifurcation diagrams. It is claimed that this kind of careful analysis could help to cope with some criticism raised regarding the blind use of f uzzy systems.