DocumentCode
3058739
Title
Fuzzy computational reasoning and neural networks
Author
Xingui, He
Author_Institution
Beijing Inst. of Syst. Eng., China
fYear
1990
fDate
6-9 Nov 1990
Firstpage
706
Lastpage
711
Abstract
A novel logic named fuzzy computational reasoning is presented, and two concrete reasoning methods based on the logic, data-driven computational reasoning and goal-driven computational reasoning are proposed. In these reasoning procedures, reasoning is computing. In addition, the author presents the concept of a fuzzy neural network in which a neuron is represented by an inference rule and a neural network is represented by a set of inference rules. The behavior models of the neural networks are based on the computational reasoning. Finally, a descriptive language to describe the fuzzy neural networks is designed
Keywords
fuzzy logic; inference mechanisms; neural nets; behavior models; data-driven computational reasoning; descriptive language; fuzzy computational reasoning; fuzzy neural network; goal-driven computational reasoning; inference rule; logic; Computer networks; Fuzzy logic; Fuzzy neural networks; Fuzzy reasoning; Fuzzy systems; Law; Legal factors; Multivalued logic; Neural networks; Waste materials;
fLanguage
English
Publisher
ieee
Conference_Titel
Tools for Artificial Intelligence, 1990.,Proceedings of the 2nd International IEEE Conference on
Conference_Location
Herndon, VA
Print_ISBN
0-8186-2084-6
Type
conf
DOI
10.1109/TAI.1990.130424
Filename
130424
Link To Document