Title :
A study on coincidence of symbolic and continuous behavior for symbolic stability analysis
Author :
Yamamoto, Hidehiro ; Furuhashi, Takeshi
Author_Institution :
Dept. of Inf. Electron., Nagoya Univ., Japan
Abstract :
Fuzzy inference has a multi-granular architecture consisting of symbols and continuous values, and this architecture has worked well to incorporate experts\´ know-how into fuzzy controls. Stability analysis is one of the main topics of fuzzy control. A stability analysis based on the symbolic expression of a fuzzy control system is proposed. This method is a good tool for the design of a stable fuzzy controller using symbols. This paper introduces a "chain of rules" to clarify the description of the behavior of fuzzy control systems. A coincidence of the symbolic and continuous behavior is defined. A sufficient condition together with a new inference method that guarantees the coincidence of symbolic and continuous behavior of fuzzy control systems is revisited
Keywords :
control system synthesis; fuzzy control; fuzzy set theory; inference mechanisms; stability; fuzzy control; fuzzy inference; fuzzy set theory; membership functions; symbolic stability; Bridges; Continuous time systems; Control system synthesis; Control systems; Fuzzy control; Fuzzy systems; Information technology; Sampling methods; Stability analysis;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.944388