On stability of fuzzy systems expressed by fuzzy rules with singleton consequents

Authors
Citation
M. Sugeno, On stability of fuzzy systems expressed by fuzzy rules with singleton consequents, IEEE FUZ SY, 7(2), 1999, pp. 201-224
Citations number
223
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON FUZZY SYSTEMS
ISSN journal
10636706 → ACNP
Volume
7
Issue
2
Year of publication
1999
Pages
201 - 224
Database
ISI
SICI code
1063-6706(199904)7:2<201:OSOFSE>2.0.ZU;2-K
Abstract
This paper addresses the issue of stability of a fuzzy system described by fuzzy rules with singleton consequents. It first presents two canonical for ms of a fuzzy system: a parametric expression and a state-space expression. A fuzzy system with singleton consequents is found to be a piecewise-polyt opic-affine system. Then this paper gives stability theorems for a discrete -time system as well as for a continuous time system. It also gives a brief survey on the stability issues of fuzzy control systems.