Methods of revision principle for approximate reasoning

摘要

Compositional inference and compatibility-modification inference are two main ap- proaches for approximate reasoning (Baldwin, 1979a; 1979b; Dubois, 1985; Mizumoto, 1981; Mizumoto, 1987; Tsukamoto, 1979; Yager, 1980; Zadeh, 1975a; 1975b; 1979). The former realizes inference by obtaining an implication relation between antecedent and consequent of a rule and then composing the input with the relation (Zadeh, 1975). The latter realizes inference by determining the measure of satisfaction between input and antecedent of a rule and then using the measure to modify the rule's consequent (Dubois, 1985).