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Design of adaptive fuzzy logic controller based on linguistic-hedge concepts and genetic algorithms

✍ Scribed by Bin-Da Liu; Chuen-Yau Chen; Ju-Ying Tsao


Book ID
117874645
Publisher
IEEE
Year
2001
Tongue
English
Weight
379 KB
Volume
31
Category
Article
ISSN
1083-4419

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This article presents a new method for learning and tuning a fuzzy logic controller automatically. A reinforcement learning and a genetic algorithm are used in conjunction with a multilayer neural network model of a fuzzy logic controller, which can automatically generate the fuzzy control rules and