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Resolving the conflict between competitive and cooperative behavior in michigan-type fuzzy classifier systems

Publikation: Beitrag in Buch/Bericht/TagungsbandKonferenzbeitragBegutachtung

Abstract

A vital problem for fuzzy classifier systems of the Michigan type is the conflict of competition and cooperation of rules. Whereas the classical approach of a classifier system circumvents this complicacy by the total lack of collaboration of classifiers, the fuzzification approach has to deal with it. This paper proposes a solution to this dilemma by introducing a special encoding of the classifiers and by performing a selection algorithm on a sub-group of firing rules.

OriginalspracheEnglisch
TitelProceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference
Seiten279-284
Seitenumfang6
PublikationsstatusVeröffentlicht - 2005
Extern publiziertJa
VeranstaltungJoint 4th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2005 and 11th French Days on Fuzzy Logic and Applications, LFA 2005 - Barcelona, Spanien
Dauer: 7 Sep. 20059 Sep. 2005

Publikationsreihe

NameProceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference

Konferenz

KonferenzJoint 4th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2005 and 11th French Days on Fuzzy Logic and Applications, LFA 2005
Land/GebietSpanien
OrtBarcelona
Zeitraum07.09.200509.09.2005

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