Title :
Type 2 fuzzy sets for knowledge representation and inferencing
Author_Institution :
De Montfort Univ., Leicester, UK
Abstract :
Type 2 fuzzy sets allow for linguistic grades of membership thus assisting in knowledge representation. They also offer improvement on inferencing with type 1 sets. The various approaches to knowledge representation and inferencing are discussed, with worked examples, and some of the applications of type 2 sets are reported
Keywords :
fuzzy set theory; inference mechanisms; knowledge representation; inferencing; knowledge representation; linguistic membership grades; type 2 fuzzy sets; type fuzzy 1 sets; Fuzzy sets; Fuzzy systems; Inference algorithms; Knowledge representation; Marine vehicles; Neural networks;
Conference_Titel :
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4863-X
DOI :
10.1109/FUZZY.1998.686255
