Title :
Consistency of models for approximate reasoning and systems of fuzzy relational equations
Author :
Perfilieva, Irina G. ; Tonis, Alexander S.
Author_Institution :
Dept. of Appl. Math., Moscow State Acad. of Instrum. Making & Inf., Russia
Abstract :
Necessary and sufficient conditions for validity of the Generalized Modus Ponens scheme of inference are suggested in the general case where t-norm is arbitrary. The special cases of t-norms (min and Lukasiewicz t-norm) are considered separately with examples. The used techniques is based on solving the system of fuzzy relation equations. Thus the obtained results can also be interpreted as necessary and sufficient conditions for consistency of fuzzy relational equation systems
Keywords :
fuzzy set theory; inference mechanisms; relational algebra; uncertainty handling; Generalized Modus Ponens scheme; approximate reasoning; fuzzy relational equations; inference; model consistency; sufficient conditions; t-norm; Equations; Fuzzy logic; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Humans; Informatics; Instruments; Mathematics; Sufficient conditions;
Conference_Titel :
Fuzzy Information Processing Society, 1996. NAFIPS., 1996 Biennial Conference of the North American
Conference_Location :
Berkeley, CA
Print_ISBN :
0-7803-3225-3
DOI :
10.1109/NAFIPS.1996.534801