Title :
Unexpected non-linearity of fuzzy reasoning output amplified by multi-input
Author :
Arikawa, Haruhiko ; Mizumoto, Masaharu
Author_Institution :
Ark Techno-Res. Inc., Kyoto, Japan
Abstract :
The unexpected non-linearity of fuzzy reasoning output exists in the case of MIN operation adoption in order to calculate the antecedent matching degree. The unexpected non-linearity becomes more critical as the number of inputs increase. This paper discusses and evaluates this using a symmetrical section method which graphically shows the symmetrical cutting-line of the phase plane as a result of the arbitrary n-input fuzzy reasoning output
Keywords :
fuzzy logic; inference mechanisms; uncertainty handling; MIN operation; antecedent matching degree; fuzzy reasoning output; interpolation; multi-input; phase plane; symmetrical cutting-line; symmetrical section method; unexpected nonlinearity; Aerospace control; Aging; Aircraft; Automatic control; Fuzzy control; Fuzzy reasoning; Fuzzy sets; Humans; Interpolation; Linearity;
Conference_Titel :
Fuzzy Systems Symposium, 1996. Soft Computing in Intelligent Systems and Information Processing., Proceedings of the 1996 Asian
Conference_Location :
Kenting
Print_ISBN :
0-7803-3687-9
DOI :
10.1109/AFSS.1996.583657
