Abstract:Attribute reduction refers to selecting some of the most effective attributes from the original attribute sets to reduce the dimensionality of the dataset and optimize the attribute indicators of the system. Rough set theory has made good achievements in attribute reduction as dataset preprocessor, but the current methods are not enough to find the global best subset. The Mayfly algorithm is a new intelligent optimization algorithm, which mainly includes group gathering, crossing, mutation, wedding dance and r… Show more
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