Incorporation, characterization, and conversion of negative rules into fuzzy inference systems.

Incorporation, characterization, and conversion of negative rules into fuzzy inference systems.

This paper considers the incorporation of negative examples into fuzzy inference systems (FIS). A new method of defuzzification called dot attenuation is presented. This is a generalization of conventional defuzzification that has the ability to incorporate negative examples into the FIS reasoning p...

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Bibliographic Details
Published in:IEEE Transactions on fuzzy systems 9, 2 (2001).
Main Author: Branson, J.S
Format: Article
Language:English
Subjects:
Defuzzification.
Dot attenuation.
Dot difference attenuation.
Dot product attenuation.
Fuzzy control.
Fuzzy inference.
Fuzzy logic.
Generalization.
Inverted pendulum.
Negative rules.