计算机科学 ›› 2014, Vol. 41 ›› Issue (3): 245-248.

• 人工智能 • 上一篇    下一篇

不协调决策表中基于对象的近似约简

翟翠红,秦克云   

  1. 西南交通大学数学学院 成都610031;西南交通大学数学学院 成都610031
  • 出版日期:2018-11-14 发布日期:2018-11-14
  • 基金资助:
    本文受国家自然科学基金项目(61175044,5),中央高校基础研究基金项目(SWJTU11ZT29)资助

Approximate Reduction for Objects in Inconsistent Decision Tables

ZHAI Cui-hong and QIN Ke-yun   

  • Online:2018-11-14 Published:2018-11-14

摘要: 对不协调决策表中基于对象的近似约简问题展开研究。首先,给出近似约简的判定定理;其次,通过区分矩阵与区分函数给出约简的计算方法;最后,通过实例验证,决策表中基于对象的近似约简与整体约简相比,不仅可以获得更简洁的知识,并且在实际生活中具有较好的应用价值。

关键词: 决策表,近似约简,区分矩阵,区分函数 中图法分类号TP18文献标识码A

Abstract: This paper studied the approximate reduction for the objects in the inconsistent decision tables.Firstly,the judgment theorems with respect to the approximate reduction were obtained.Secondly,the calculation method of the approximate reduction was given by discernibility matrices and functions.Finally,Compared to the overall reduction for a decision table,the reduction for objects in the decision table not only can get more concise knowledge,but also has good application value in real life.

Key words: Decision tables,Approximate reduction,Discernibility matrices,Discernibility functions

[1] Pawlak Z.Rough sets[J].International Journal of Computer andInformation Science,1982,11:341-356
[2] Pawlak Z.Rough Sets:Theoretical Aspects of Reasoning about Data[M].Boston:Kluwer Academic Publishers,1991
[3] Zhang X H,Zhou B,Li P.A general frame for intuitionistic fuzzyrough sets[J].Information Sciences,2012,216:34-49
[4] 张文修,梁怡,吴伟志.信息系统与知识发现[M].北京:科学出版社,2003
[5] 杜卫锋,秦克云.决策表正域约简区分函数条件的改进[J].计算机工程与应用,2006,42(20):16-18
[6] Kryszkiewicz M.Comparative study of alternative types ofknowledge reduction in inconsistent systems[J].International journal of intelligent systems,2001,16:105-120
[7] 张文修,吴伟志,粱吉业,等.粗糙集理论与方法[M].北京:科学出版社,2001
[8] Skowron A,Rauszer C.The discernibility matrices and functions in information systems.Intelligent Decision Support:Handbook of Applications and Advances to Rough Sets Theory[M].Dordrecht:Kluwer Academic Publishers,1992:331-362
[9] Yao Y Y,Zhao Y.Discernibility matrix simplication for con-structing attribute reducts[J].Information Sciences,2009,179(7):867-882
[10] 蒋云良,杨章显,刘勇.不协调信息系统快速属性分布约简方法[J].自动化学报,2012,8(3):382-388

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