DocumentCode
315332
Title
Application of the coevolutionary system to the fuzzy model design
Author
Wloszek, A. ; Domanski, Pawel D.
Author_Institution
Inst. of Control & Comput. Eng., Warsaw Univ. of Technol., Poland
Volume
1
fYear
1997
fDate
1-5 Jul 1997
Firstpage
391
Abstract
This paper presents the decision rules searching algorithm for fuzzy systems based on the coevolutionary notion. The classical rule extraction problem is decomposed to the several cooperating systems. Each sub-system is based on the evolutionary strategy, and coevolution is obtained through the fitness function calculations and ranking rules selection. The method is tested on real dynamic systems
Keywords
fuzzy logic; fuzzy set theory; fuzzy systems; genetic algorithms; inference mechanisms; modelling; search problems; classical rule extraction problem; coevolutionary system; cooperating systems; decision rules searching algorithm; dynamic systems; evolutionary strategy; fitness function; fuzzy model design; fuzzy systems; ranking rules selection; Biological cells; Control engineering computing; Decoding; Fuzzy logic; Fuzzy sets; Fuzzy systems; Genetics; Input variables; Neural networks; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location
Barcelona
Print_ISBN
0-7803-3796-4
Type
conf
DOI
10.1109/FUZZY.1997.616400
Filename
616400
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