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A genetic algorithm for the design of a fuzzy controller for active queue management

โœ Scribed by Di Fatta, G.; Hoffmann, F.; Lo Re, G.; Urso, A.

Book ID
121840386
Publisher
IEEE
Year
2003
Tongue
English
Weight
613 KB
Volume
33
Category
Article
ISSN
1094-6977

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We present a cascaded genetic algorithm which automatically generates high-performance fuzzy systems with a minimal number of fuzzy sets and rules. Such a tool is especially useful for complex systems which can no longer be designed and optimized manually. The cascade technique is tested on a fuzzy