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不完备决策表的差别矩阵属性约简算法

舒文豪 徐章艳 钱文彬 杨炳儒

计算机工程与应用2011,Vol.47Issue(24):103-105,110,4.
计算机工程与应用2011,Vol.47Issue(24):103-105,110,4.DOI:10.3778/j.issn.1002-8331.2011.24.029

不完备决策表的差别矩阵属性约简算法

Attribution reduction algorithm based on discernibility matrix of incomplete decision table

舒文豪 1徐章艳 1钱文彬 1杨炳儒2

作者信息

  • 1. 广西师范大学计算机科学与信息工程学院,广西桂林541004
  • 2. 北京科技大学信息工程学院,北京100083
  • 折叠

摘要

Abstract

The definition of attribution reduction of discernibility matrix is provided.lt is proved that the above definition of attribution reduction is the same as the definition of generalized attribution reduction,the discernibility matrix is compressed. On this condition,in order to compute the attribution reduction of incomplete decision table,a new efficient attribution reduction algorithm based on discernibility matrix is designed, the time complexity of the new algorithm is O(|C|2|U|2) .An example is used to illustrate the efficiency of the new algorithm.

关键词

粗糙集/不完备决策表/差别矩阵/属性约简/算法复杂度

Key words

rough set/ incomplete decision table/ discernibility matrix attribution reduction/ algorithm complexity

分类

信息技术与安全科学

引用本文复制引用

舒文豪,徐章艳,钱文彬,杨炳儒..不完备决策表的差别矩阵属性约简算法[J].计算机工程与应用,2011,47(24):103-105,110,4.

基金项目

国家自然科学基金(the National Natural Science Foundation of China under Grant No.60963008) (the National Natural Science Foundation of China under Grant No.60963008)

广西研究生教育科研创新基金(No.200910602M61) (No.200910602M61)

广西教育厅科研基金(No.200807MS015). (No.200807MS015)

计算机工程与应用

OACSCDCSTPCD

1002-8331

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