Title :
On the reasoning in fuzzy logic control and fuzzy expert systems
Author :
Yager, Ronald R. ; Filev, Dimitar P.
Author_Institution :
Machine Intelligence Inst., Iona Coll., New Rochelle, NY, USA
Abstract :
The authors analyze the axiomatic propositions of the Mamdani method used in fuzzy logic control, and the logical method used in fuzzy expert systems. By relaxing these propositions using the concept of S-OWA operators, soft forms of these two methods are proposed. The Mamdani method and the logical method are considered as two extreme cases of a more powerful compromise type of fuzzy reasoning
Keywords :
expert systems; fuzzy control; fuzzy logic; inference mechanisms; Mamdani method; S-OWA operators; axiomatic propositions; fuzzy expert systems; fuzzy logic control; fuzzy reasoning; logical method; reasoning; Aggregates; Bismuth; Control systems; Fuzzy logic; Fuzzy reasoning; Fuzzy sets; Hybrid intelligent systems; Machine intelligence; Mathematical model; Power system modeling;
Conference_Titel :
Fuzzy Systems, 1993., Second IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0614-7
DOI :
10.1109/FUZZY.1993.327551
