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Genetic design of logic-based fuzzy controller

Authors :
C.-W. Han
Source :
Electronics Letters. 40:293
Publication Year :
2004
Publisher :
Institution of Engineering and Technology (IET), 2004.

Abstract

A logic-based fuzzy controller (LFC), which is constructed with the aid of AND and OR fuzzy neurons, is proposed. The fuzzy neurons exhibit learning abilities and interpretabilities. For the development of the LFC, two-step optimisation is considered. The LFC has been successfully applied to an inverted pendulum.

Subjects

Subjects :
Adaptive neuro fuzzy inference system
Neuro-fuzzy
Control theory
Genetic design
Control engineering
Fuzzy control system
Electrical and Electronic Engineering
Learning abilities
Fuzzy logic
Mathematics
Inverted pendulum

Details

ISSN :
00135194
Volume :
40
Database :
OpenAIRE
Journal :
Electronics Letters
Accession number :
edsair.doi...........4987afd772f7f59fd2b9452513b01740
Full Text :
https://doi.org/10.1049/el:20040212
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