DocumentCode :
833255
Title :
Toward complex fuzzy logic
Author :
Dick, Scott
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, Canada
Volume :
13
Issue :
3
fYear :
2005
fDate :
6/1/2005 12:00:00 AM
Firstpage :
405
Lastpage :
414
Abstract :
Complex fuzzy logic is a postulated logic system that is isomorphic to the complex fuzzy sets recently described in a previous paper. This concept is analogous to the many-valued logics that are isomorphic to type-1 fuzzy sets, commonly known as fuzzy logic. As with fuzzy logics, a complex fuzzy logic would be defined by particular choices of the conjunction, disjunction and complement operators. In this paper, an important assertion from a previous paper, that only the modulus of a complex fuzzy membership should be considered in set theoretic (or logical) operations, is examined. A more general mathematical formulation (the property of rotational invariance) is proposed for this assertion, and the impact of this property on the form of complex fuzzy logic operations is examined. All complex fuzzy logics based on the modulus of a vector are shown to be rotationally invariant. The case of complex fuzzy logics that are not rotationally invariant is examined using the framework of vector logic. A candidate conjunction operator was identified, and the existence of a dual disjunction was proven. Finally, a discussion on the possible applications of complex fuzzy logic focuses on the phenomenon of regularity as a possible fuzzification of stationarity.
Keywords :
fuzzy logic; fuzzy set theory; multivalued logic; candidate conjunction operator; complex fuzzy logic; fuzzy sets; many-valued logic; vector logic; Councils; Differential equations; Fuzzy logic; Fuzzy sets; Fuzzy systems; Multivalued logic; Software engineering; Approximate reasoning; complex fuzzy sets; fuzzy logic; many-valued logics;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2004.839669
Filename :
1439526
Link To Document :
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