• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
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Volume 20 Issue 1
Feb.  2007
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Article Contents
QIN Keyun, GAO Yan. Positive Region Deduction of Decision Table and Computation of Core[J]. Journal of Southwest Jiaotong University, 2007, 20(1): 125-128.
Citation: QIN Keyun, GAO Yan. Positive Region Deduction of Decision Table and Computation of Core[J]. Journal of Southwest Jiaotong University, 2007, 20(1): 125-128.

Positive Region Deduction of Decision Table and Computation of Core

  • Received Date: 05 Sep 2005
  • Publish Date: 25 Feb 2007
  • The problems of positive region reduction of decision table and computation of core were investigated so as to reduce the complexity of computation.The discernibility condition about decision objects was constructed,and the relationship between the positive region reduction and the set of discernibility attributes was discussed.A complete reduction method was proposed based on discernibility matrix and discernibility function.With this method,the positive region needs not to be calculated and the discernibility matrix can be constructed directly from the decision table.

     

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  • PAWLAK Z.Rough sets[J].International Journal of Computer and Information Science,1982,11:341-356.[2] PAWLAK Z.Rough sets:theoretical aspects of reasoning about data[M].Boston:Kluwer Academic Publishers,1991.[3] 王国胤.决策表核属性的计算方法[J].计算机学报,2003,26(5):611-615.WANG Guoyin.Calculation methods for core attributes of decision table[J].Chinese Journal of Computers,2003,26(5):611-615.[4] HU X,CERCONE N.Learning in relational databases:a rough set approach[J].Computational Intelligence,1995,11(2):323-337.[5] 叶东毅,陈昭炯.一个新的差别矩阵及其求核方法[J].电子学报,2002,30(7):1 086-1 088.YE Dongyi,CHEN Zhaojiong.A new discernibility matrix and the computation of a core[J].Acta Electronica Sinica,2002,30(7):1 086-1 088.[6] 张文修,吴伟志,梁吉业,等.粗糙集理论与方法[M].北京:科学出版社,2001.[7] SKOWRON A,RAUSZER C.The discernibility matrices and functions in information system[C]//In:Intelligent Decision Support Handbook of Applications and Advances of the Rough Sets Theory.Dordrecht:Kluuer Academic Publishers,1992,331-362.[8] 王国胤,于洪,扬大春.基于条件信息熵的决策表约简[J].计算机学报,2002,25(7):759-766.WANG Guoyin,YU Hong,YANG Dachun.Decision table reduction based on conditional information entropy[J].Chinese Journal of Computers,2002,25(7):759-766.[9] 苗夺谦,王珏.粗糙集理论中知识粗糙性与信息熵关系的讨论[J].模式识别与人工智能,1998,11(1):34-40.MIAO Duoqian,WANG Jue.On the relationships between information entropy and roughness of knowledge in rough set theory[J].Pattern Recognition and Artifficial Intelligence,1998,11(1):34-40.
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