MODIFIED METHOD OF INTRODUCING THRESHOLDING FUNCTIONS IN MODELS OF RELATIONAL FUZZY COGNITIVE MAPS
Grzegorz Słoń
g.slon@tu.kielce.plPolitechnika Świętokrzyska, Katedra Systemów Informatycznych (Poland)
Abstract
The article describes the method for introducing a threshold function into a model of the Relational Fuzzy Cognitive Map that uses fuzzy numbers arithmetic. Processing the fuzzy number by function causes deformations of the shape if this number and its support. It is proposed a geometrical approach to this problem, allowing to maintain constancy of the support and to keep the shape of the processed fuzzy number with an appropriate shift of the center of this number. The method was tested on fuzzy numbers with different membership functions.
Keywords:
computational intelligence, fuzzy systems, fuzzy cognitive maps, fuzzy numbersReferences
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Authors
Grzegorz Słońg.slon@tu.kielce.pl
Politechnika Świętokrzyska, Katedra Systemów Informatycznych Poland
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