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Minerva: Sequential Covering for Rule Extraction

✍ Scribed by Huysmans, J.; Setiono, R.; Baesens, B.; Vanthienen, J.


Book ID
117938774
Publisher
IEEE
Year
2008
Tongue
English
Weight
505 KB
Volume
38
Category
Article
ISSN
1083-4419

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In this paper, a method based on genetic algorithms is proposed to automatically extract fuzzy rules to identify a system where only its input-output data are available. This method can determine a fuzzy system with fewer fuzzy rules as well as the antecedent and consequent parameters of the fuzzy r