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Discernibility matrix based ant colony system reduction method
基于差别矩阵的蚁群系统约简方法

Keywords: Data mining,discernibility matrix,Rough set,Reduction,Ant colony system
数据挖掘
,差别矩阵,粗糙集,约简,蚁群系统

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Abstract:

To solve the rough set reduction problem, this paper introduces the discernibility table based on the discernibility matrix, and unifies absolute and relative reduction into one kind of set operation, Then a heuristic rough set reduction algorithm based on ant colony system is proposed. The experiment study shows that the new algorithm overcomes the shortcomings of greed method and proves to possess good reduction performance,

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