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基于直觉模糊相似关系下的粗糙集属性约简 被引量:7

An Attribute Reduction AlgorithmBased on Similarity Measure of Intuitionistic Fuzzy Rough Sets
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摘要 描述了直觉模糊相似关系下的粗糙集模型,并在此基础上了定义了正域,依赖度与非依赖度的概念,提出了运用直觉模糊集合理论的粗糙集属性约简算法。最后,用实例证明了该算法的可行性。 A model of rough sets under intuitionistic fuzzy similarity relations is investigated, and the definitions of positive field, dependence degree and nondependence degree are given. An attribute reduction algorithm based on intuitionistic fuzzy rough sets is analyzed. At last, experiments show the feasibility of the application of the algorithm.
作者 王学明 舒兰
出处 《模糊系统与数学》 CSCD 北大核心 2012年第5期185-190,共6页 Fuzzy Systems and Mathematics
基金 国家自然科学基金资助项目(11071178)
关键词 直觉模糊相似关系 直觉模糊粗糙集 正域 依赖度 非依赖度 Intuitionistic Fuzzy Similarity Relation Intuitionistic Fuzzy Rough Set Positive Field Dependence Degree Nondependence Degree
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  • 1张曙红,孙建勋,张金隆.基于模糊聚类的粗糙集决策表简化方法研究[J].计算机工程与应用,2004,40(15):175-177. 被引量:7
  • 2王熙照,赵素云,王静红.基于Rough集理论的模糊值属性信息表简化方法[J].计算机研究与发展,2004,41(11):1974-1981. 被引量:14
  • 3[1]Pawlak Z. Rough Set[J]. International Journal of Computer and Information Science, 1982(11):341~356
  • 4[2]Pawlak Z. Rough Set: Teoretical Aspects of Resoning about Data[M]. Boston: Kluwer Academic Publishers,1991.
  • 5[4]Bezdek J C. Pattern Recognition with Fuzzy Objective Function Algorithms[M].New York:Plenum Press, 1981.
  • 6[7]Bezdek J C,Nikhil R Pal. Cluster Validation with Generalized Dunn's Indices. Proceedings of the 2nd New Zealand Two-Stream International Conference on Artificial Neural Networks and Expert Systems[C].New Zealand:IEEE Press,1995:190~193
  • 7[10]Mulligan C, Sala-i-Martin X. A Labor-income-based Measure of the Value of Human Capital: an Application to the States of the United States[J]. Japan and the World Economy, 1997, 9(2): 159~191
  • 8[11]Byeongju Jeong. Measurement of Human Capital Input Across Countries: a Method Based on the Laborer's Income[J]. Journal of Development Economics, 2002,67: 333~349
  • 9SHEN Q,CHOUCHOULAS A.A modular approach to generating fuzzy rules with reduced attributes for the monitoring of complex systems[J].Engineering Applications of Artificial Intelligence,2000,13 (3):263-278.
  • 10JENSEN R,SHEN Q.Fuzzy-rough attribute reduction with application to web categorization[J].Fuzzy Sets and Systems,2004,141(3):469-485.

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