Title :
A new look at fuzzy-logic inference
Author_Institution :
NEC Res. Inst. Inc., Princeton, NJ, USA
Abstract :
The modus ponens, the inference primitive, and many more complex inferences, are not, as logic operations, reducible to expressions involving logic functions exclusively. Some of the consequences of this observation are considered for inference in fuzzy logic. The author constructs a fuzzy modus ponens and other rules of inference which include modus tollens and reductio ad absurdum. These in turn are based on a choice for the operation of implication which preserves the symmetry implicit in its definition. Extensions including conditional quantification, cut rules, and fuzzy mathematical induction are sketched. As an example, a fuzzy-logic treatment of the Yale shooting problem is discussed. The results suggest that the implicit processes of inference can be affected in fuzzy logic if, as in classical logic, one ventures outside the scope of (fuzzy) logic operations
Keywords :
fuzzy logic; inference mechanisms; Yale shooting problem; conditional quantification; cut rules; fuzzy mathematical induction; fuzzy modus ponens; fuzzy-logic inference; inference primitive; modus tollens; operation of implication; reductio ad absurdum; Decision theory; Fuzzy logic; Fuzzy reasoning; Fuzzy sets; Logic functions; National electric code; Probabilistic logic; Reconfigurable logic;
Conference_Titel :
Fuzzy Systems, 1992., IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-0236-2
DOI :
10.1109/FUZZY.1992.258628