Title :
Reasoning under uncertainty in fuzzy operator logic
Author :
Tsai, Jeffrey J P ; Weigert, Thomas ; Liu, Xuhua
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Illinois Univ., Chicago, IL, USA
Abstract :
The authors present an approach to fuzzy logic and reasoning using the resolution principle based on a novel operator, the fuzzy operator. After presenting the fuzzy resolution principle, a general methodology for reasoning under uncertainty, based on resolution in this fuzzy logic, is discussed. The calculus presented is referred to as fuzzy operator logic or FOL. Some simple examples illustrating the reasoning process using FOL are included
Keywords :
fuzzy logic; inference mechanisms; calculus; fuzzy operator logic; inference mechanisms; reasoning under uncertainty; resolution principle; Automatic logic units; Bayesian methods; Expert systems; Fuzzy logic; Fuzzy reasoning; Fuzzy set theory; Humans; Inference mechanisms; Knowledge based systems; Uncertainty;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on
