Title :
Fuzzy reasoning using fuzzy partition and its application
Author :
Okuda, Yoshiharu ; Yamashita, Hajime ; Inaida, Jiro
Author_Institution :
NTT Data Corp., Japan
Abstract :
We introduce in a natural way a new method of fuzzy reasoning by defining the fuzzy partitioned space and some operations. Our proposal method holds the property of Modus Ponens. In addition, for the numerical value inputs, it is equivalent to the Product-Sum-Gravity method and holds the property of monotoneity that the Mamdani method does not
Keywords :
fuzzy set theory; inference mechanisms; uncertainty handling; Mamdani method; Modus Ponens; Product-Sum-Gravity method; fuzzy partition; fuzzy partitioned space; numerical value inputs; Fuzzy reasoning; Fuzzy sets; Production;
Conference_Titel :
Fuzzy Information Processing Society - NAFIPS, 1998 Conference of the North American
Conference_Location :
Pensacola Beach, FL
Print_ISBN :
0-7803-4453-7
DOI :
10.1109/NAFIPS.1998.715599
