DocumentCode :
1420078
Title :
Two-sided (intuitionistic) fuzzy reasoning
Author :
Ciftcibasi, Turhan ; Altunay, Derya
Author_Institution :
Hacettepe Univ., Ankara, Turkey
Volume :
28
Issue :
5
fYear :
1998
fDate :
9/1/1998 12:00:00 AM
Firstpage :
662
Lastpage :
677
Abstract :
Fuzzy propositional logic structure is summarized; different forms of fuzzy propositional expressions and their relations are discussed. Two-sided fuzzy proposition is defined in propositional logic algebra as the counterpart of intuitionistic fuzzy set. The concept of two-sided fuzzy reasoning is discussed and its mathematical structure is developed. Using two-sided fuzzy propositions, human decision-making can be closely simulated by considering his perception of both (somewhat opposite) sides of the subject matter simultaneously. Multiuniverse two-sided fuzzy propositions are presented and multiuniverse operations are defined. Two-sided fuzzy if-then rules are investigated under different interpretations of fuzzy implications, Approximate of these different implications and the inferences in the output universe are investigated, and associated error terms are identified
Keywords :
algebra; fuzzy logic; fuzzy set theory; inference mechanisms; fuzzy propositional expressions; fuzzy propositional logic structure; human decision-making; inferences; intuitionistic fuzzy reasoning; intuitionistic fuzzy set; multiuniverse operations; multiuniverse two-sided fuzzy propositions; propositional logic algebra; two-sided fuzzy if-then rules; two-sided fuzzy reasoning; Algebra; Decision making; Fuzzy logic; Fuzzy reasoning; Fuzzy set theory; Fuzzy sets; Humans; Logic functions; Mathematics; Set theory;
fLanguage :
English
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
Publisher :
ieee
ISSN :
1083-4427
Type :
jour
DOI :
10.1109/3468.709613
Filename :
709613
Link To Document :
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