Title :
Fuzzy computational reasoning and neural networks
Author_Institution :
Beijing Inst. of Syst. Eng., China
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;
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
DOI :
10.1109/TAI.1990.130424