DocumentCode :
2597339
Title :
On Kleene-Diens inference
Author :
Whalen, Thomas
Author_Institution :
Georgia State Univ., Atlanta, GA, USA
fYear :
1996
fDate :
19-22 Jun 1996
Firstpage :
536
Lastpage :
540
Abstract :
The Kleene-Diens implication operator is defined in terms of the min T-norm, which is the limit of the Schweizer-Sklar (1961) T-norm as the parameter p grows without bound. Consider a fuzzy rule-based system with trapezoidal antecedent and consequent fuzzy sets and mode defuzzification. The behavior of the system differs significantly depending on whether the Schweizer-Sklar parameter is taken to its limit before of after the inferencing and defuzzification. A four-rule knowledge base provides a simple benchmark to compare the behavior of the two versions of Kleene-Diens inference
Keywords :
fuzzy logic; fuzzy set theory; inference mechanisms; knowledge based systems; Kleene-Diens implication operator; Kleene-Diens inference; Kleene-Diens-Lukasiewicz logic; Schweizer-Sklar parameter; fuzzy rule-based system; knowledge base; min T-norm; mode defuzzification; system behavior; trapezoidal antecedent fuzzy sets; trapezoidal consequent fuzzy sets; Closed-form solution; Composite materials; Data models; Electronic switching systems; Fuzzy sets; Fuzzy systems; Knowledge based systems; Logic design; Marine vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Information Processing Society, 1996. NAFIPS., 1996 Biennial Conference of the North American
Conference_Location :
Berkeley, CA
Print_ISBN :
0-7803-3225-3
Type :
conf
DOI :
10.1109/NAFIPS.1996.534792
Filename :
534792
Link To Document :
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