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Induction of fuzzy-rule-based classifiers with evolutionary boosting algorithms

✍ Scribed by del Jesus, M.J.; Hoffmann, F.; Navascues, L.J.; Sanchez, L.


Book ID
115527109
Publisher
IEEE
Year
2004
Tongue
English
Weight
470 KB
Volume
12
Category
Article
ISSN
1063-6706

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Combining boosting and evolutionary algo
✍ Frank Hoffmann πŸ“‚ Article πŸ“… 2004 πŸ› Elsevier Science 🌐 English βš– 247 KB

This paper presents a novel boosting algorithm for genetic learning of fuzzy classiΓΏcation rules. The method is based on the iterative rule learning approach to fuzzy rule base system design. The fuzzy rule base is generated in an incremental fashion, in that the evolutionary algorithm optimizes one