Title :
Systolic array implementation for fuzzy evidential reasoning systems
Author :
Atiquzzaman, M. ; Mohiddin, S.M. ; Dillon, T.S.
Author_Institution :
Dept. of Comput. Sci. & Comput. Eng., La Trobe Univ., Bundoora, Vic., Australia
Abstract :
This paper suggests a systolic array implementation of fuzzy expert systems based on a fuzzy evidential reasoning methodology. Evidential reasoning systems are compute-bound in general, and fuzzy systems match a larger number of rules than simple symbolic reasoning systems. The fuzzy evidential system proposed, which is a combination of both, needs much more computation than either of these two independently. To speed up processing in such a system the suggested implementation is useful
Keywords :
case-based reasoning; expert systems; fuzzy logic; special purpose computers; systolic arrays; uncertainty handling; fuzzy evidential reasoning systems; fuzzy expert systems; fuzzy hardware; possibility theory; symbolic reasoning; systolic array implementation; Australia; Computer architecture; Computer science; Distributed computing; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Hardware; Hybrid intelligent systems; Systolic arrays;
Conference_Titel :
Expert Systems for Development, 1994., Proceedings of International Conference on
Conference_Location :
Bangkok
Print_ISBN :
0-8186-5780-4
DOI :
10.1109/ICESD.1994.302300