DocumentCode
351342
Title
Performance evaluation of a fuzzy rule base for control purpose
Author
Passaquay, D. ; Bross, M. ; Babuska, Robert ; Boverie, Serge ; Titli, A.
Author_Institution
Lab. d´´Autom. et d´´Anal. des Syst., CNRS, Toulouse, France
Volume
1
fYear
2000
fDate
7-10 May 2000
Firstpage
423
Abstract
This paper introduces the concept of rule base consistency in a Takagi-Sugeno fuzzy model. A consistency measure is defined based on the agreement between the local behaviour of the output and the local behaviour obtained by aggregating the consequent parameters. This consistency measure is useful, for instance, when designing a controller for a fuzzy model obtained by identification methods. The proposed method is illustrated with the help of two examples
Keywords
control system analysis; fuzzy control; identification; intelligent control; nonlinear systems; Takagi-Sugeno model; fuzzy control; fuzzy rule base; identification; nonlinear systems; rule base consistency; Automotive engineering; Control design; Control systems; Fuzzy control; Fuzzy sets; Fuzzy systems; Laboratories; Linearity; Nonlinear control systems; Takagi-Sugeno model;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location
San Antonio, TX
ISSN
1098-7584
Print_ISBN
0-7803-5877-5
Type
conf
DOI
10.1109/FUZZY.2000.838697
Filename
838697
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