Title :
Fuzzy Associative Inference System and its features
Author :
Yamamoto, Sozo ; Yamaguchi, Toru ; Takagi, Tomohiro
Author_Institution :
Lab. for Int. Fuzzy Eng. Res., Yokohama, Japan
Abstract :
A method of representing fuzzy knowledge using associative memories, the Fuzzy Associative Inference System (FAIS), is proposed. FAIS integrates representation of uncertain knowledge in fuzzy knowledge and associative memories´ abilities of inference and learning, making it possible to manage representation, manipulation, and refinement of knowledge throughout. Knowledge representation in FAIS is discussed, and characteristic features, multidirectional inference and fuzzy entropy control, are shown with simulation results
Keywords :
content-addressable storage; fuzzy logic; inference mechanisms; knowledge based systems; knowledge representation; FAIS; Fuzzy Associative Inference System; associative memories; characteristic features; fuzzy entropy control; fuzzy knowledge representation; multidirectional inference; uncertain knowledge; Associative memory; Fuzzy control; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Knowledge management; Knowledge representation; Laboratories; Neural networks;
Conference_Titel :
Systems Engineering, 1992., IEEE International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-0734-8
DOI :
10.1109/ICSYSE.1992.236919
