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OALib Journal期刊
ISSN: 2333-9721
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Two attribute reduction algorithms based on fuzzy-rough set
基于模糊粗糙集的两种属性约简算法

Keywords: attribute reduction,fuzzy-rough set,compact computational domain,computational complexity,convergency
属性约简
,模糊粗糙集,紧计算域,计算复杂性,算法收敛性

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Abstract:

Fuzzy-rough set treats membership values in fuzzy sets as attribute values in rough set theory , which describes the possible degrees and the certain degrees of fuzzy events. Two attribute reduction algorithms based on fuzzy-rough set, FRSAR and CCD-FRSAR were analyzed and compared in computational complexity and convergency. The conclusion is validated by concrete experiments: as a whole, CCD-FRSAR is better than FRSAR.

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