Title :
A new monotonie type-reducer for interval type-2 fuzzy sets
Author :
Coupland, Simon ; John, Ranjith ; Hamrawi, Hussam
Author_Institution :
Centre for Comput. Intell., De Montfort Univ., Leicester, UK
Abstract :
This paper presents a new defuzzification algorithm for interval type-2 fuzzy sets. The algorithm exploits the fact that we can treat an interval type-2 fuzzy set as two type-2 fuzzy sets. We suggest in this paper that monotonicity is an important property for defuzzifiers and so we provide a definition of monotonicity for type-2 defuzzifiers based on previous work by Runkler. The research reported here shows that our new operator is monotonic and provides a defuzzified value that lies within the interval computed by the popular Karnik-Mendel algorithm.
Keywords :
fuzzy set theory; Karnik-Mendel algorithm; defuzzification algorithm; defuzzifiers; interval type-2 fuzzy sets; monotonic type-reducer; Conferences; Educational institutions; Fuzzy logic; Fuzzy sets; Fuzzy systems; Surface topography; Uncertainty;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-2073-0
DOI :
10.1109/FUZZ-IEEE.2014.6891782