Title :
On the use of combinability functions for intelligent defuzzification
Author :
Yager, Ronald R.
Author_Institution :
Machine Intelligence Inst., Iona Coll., New Rochelle, NY, USA
Abstract :
We suggest a new approach to the problem of defuzzification. This approach is a knowledge based approach in that it uses knowledge in terms of a combinability function to help to more intelligently guide the defuzzification process. This approach makes use of a view of the defuzzification process as a kind of clustering problem and uses the basic idea used in the mountain clustering method
Keywords :
artificial intelligence; fuzzy logic; fuzzy set theory; knowledge engineering; pattern recognition; clustering problem; combinability functions; intelligent defuzzification; knowledge based approach; mountain clustering method; Clustering methods; Educational institutions; Fuzzy logic; Fuzzy sets; Fuzzy systems; Machine intelligence; Message-oriented middleware; Modeling; Prototypes; Roads;
Conference_Titel :
Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
Conference_Location :
Yokohama
Print_ISBN :
0-7803-2461-7
DOI :
10.1109/FUZZY.1995.409680
