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2003 | OriginalPaper | Buchkapitel

Order Based Genetic Algorithms for the Search of Approximate Entropy Reducts

verfasst von : Dominik Ślęzak, Jakub Wróblewski

Erschienen in: Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing

Verlag: Springer Berlin Heidelberg

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We use entropy to extend the rough set based notion of a reduct. We show that the order based genetic algorithms, applied to the search of classical decision reducts, can be used in exactly the same way in case of extracting optimal approximate entropy reducts from data.

Metadaten
Titel
Order Based Genetic Algorithms for the Search of Approximate Entropy Reducts
verfasst von
Dominik Ślęzak
Jakub Wróblewski
Copyright-Jahr
2003
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/3-540-39205-X_45

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