Title :
Integrating Linguistic fuzzy knowledge and a probabilistic approach
Author :
Walaszek-Babiszewska, A.
Author_Institution :
Dept. of Control & Comput. Eng., Opole Univ. of Technol., Opole
Abstract :
The paper deals with the ideas of a linguistic knowledge representation and a probability of fuzzy events. Linguistic fuzzy model with weights of rules is considered as a model of a probabilistic MISO system. The probabilities of linguistic values of antecedent and consequent variables are proposed as rule weights. The linguistic inference procedure and an exemplary MISO model are presented.
Keywords :
fuzzy set theory; knowledge representation; probability; fuzzy events probability; linguistic fuzzy knowledge; linguistic knowledge representation; Computer networks; Control engineering computing; Fuzzy control; Fuzzy sets; Fuzzy systems; Knowledge engineering; Knowledge representation; Paper technology; Probability; Temperature;
Conference_Titel :
Fuzzy Information Processing Society, 2008. NAFIPS 2008. Annual Meeting of the North American
Conference_Location :
New York City, NY
Print_ISBN :
978-1-4244-2351-4
Electronic_ISBN :
978-1-4244-2352-1
DOI :
10.1109/NAFIPS.2008.4531272
