Title :
A novel alpha-cut representation for type-2 fuzzy sets
Author :
Hamrawi, Hussam ; Coupland, Simon ; John, Robert
Author_Institution :
Center for Comput. Intell., De Montfort Univ., Leicester, UK
Abstract :
Alpha-cuts and the extension principle form a methodology for extending mathematical concepts from crisp sets to fuzzy sets. They have been applied to many operations, and have also been extended to interval valued fuzzy sets. Recently, some researchers defined new representations of type-2 fuzzy sets, namely, the alpha-plane representation and the zSlice representation. In this paper we investigate an alternative representation utilising alpha-cuts and the extension principle for interval valued fuzzy sets and type-2 fuzzy sets.
Keywords :
fuzzy set theory; graph theory; alpha-cut representation; fuzzy set; zSlice representation; Communities; Equations; Fuzzy logic; Fuzzy sets; Mathematical model; Three dimensional displays; Uncertainty;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584783