2015•Computer Engineering and Applications JournalOpen access

Rule acquisition algorithm in incomplete decision-making system based on tolerance matrix

Lin Wang

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Abstract

For incomplete information decision-making systems, two concepts of condition attribute matrix and decision attribute matrix under tolerance relation are introduced, and decision-making rule acquisition algorithm based on matrix from incomplete information decision-making system is presented. The algorithm can extract all rules through matrix calculating from decision-making system directly without calculating core attributes. Theoretical analysis and example results show that the algorithm is effective and practical.

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What this paper is about

For incomplete information decision-making systems, two concepts of condition attribute matrix and decision attribute matrix under tolerance relation are introduced, and decision-making rule acquisition algorithm based on matrix from incomplete information decision-making system is presented. The algorithm can extract all rules through matrix calculating from decision-making system directly without calculating core attributes. Theoretical analysis and example results show that the algorithm is effective and practical.

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Available abstract

For incomplete information decision-making systems, two concepts of condition attribute matrix and decision attribute matrix under tolerance relation are introduced, and decision-making rule acquisition algorithm based on matrix from incomplete information decision-making system is presented. The algorithm can extract all rules through matrix calculating from decision-making system directly without calculating core attributes. Theoretical analysis and example results show that the algorithm is effective and practical.

Key concepts: Admissible decision rule, Computer science, Matrix (chemical analysis), Decision matrix, Core (optical fiber), Algorithm, Decision rule, Relation (database)

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