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

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

This paper proposes a novel Adaboost algorithm to learn fuzzy-rule-based classifiers. Connections between iterative learning and boosting are analyzed in terms of their respective structures and the manner these algorithms address the cooperation-competition problem. The results are used to explain...

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Bibliographic Details
Published in:IEEE Transactions on fuzzy systems 12, 3 (2004).
Main Author: Del Jesus, M.J
Format: Article
Language:English
Subjects:
Adaboost algorithm.
Benchmark classification.
Cooperation-competition problem.
Evolutionary boosting scheme.
Fuzzy rule based classifiers.
Iterative learning.