Title :
Type-2 Fuzzy Sets: Geometric Defuzzification and Type-Reduction
Author_Institution :
Centre for Computational Intellitegence, De Montfort Univ., Leicester
Abstract :
This paper presents the geometric defuzzifier for generalised type-2 fuzzy sets. This defuzzifier can be executed in real-time and can therefore be applied to control and other real world problems. We believe this to be a significant step forward for generalised type-2 fuzzy logic systems
Keywords :
fuzzy logic; fuzzy set theory; fuzzy logic systems; generalised type-2 fuzzy sets; geometric defuzzification; type-reduction; Computational complexity; Computational intelligence; Fuzzy logic; Fuzzy sets; Fuzzy systems; Uncertainty;
Conference_Titel :
Foundations of Computational Intelligence, 2007. FOCI 2007. IEEE Symposium on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0703-6
DOI :
10.1109/FOCI.2007.371537