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决策信息系统不确定性的熵度量 被引量:3

Measurement Guide Line Using Entropy of the Uncertainty of Decision Information System
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摘要 提出基于Rough集信息论观点的决策表不确定性的熵度量指标,相比代数论观点的决策表不确定性度量指标在含义上更清晰,对不确定性的度量更全面。运用不同的熵度量指标,可分别度量一致性决策信息系统和不一致性决策信息系统的规则前件不确定性、规则后件不确定性、规则整体随机性以及决策表整体不确定性,并对同一决策信息系统运用不同的熵度量指标对其不确定性进行分析。 A kind of measurement guide line using entropy of the uncertainty of decision information system is presented, which is based on information viewpoint of Rough Set Theory. Compared with measurement guide line baseding on algebraic viewpoint, this one is clearer and more comprehensive. With different measurement guide line using entropy, we can measure different kind of uncertainty of decision information system, in despite of consistent one or inconsistent one. And the uncertainty of the same decision information system is analysed by different measurement guide line using entropy.
作者 李嘉
出处 《计算机与数字工程》 2008年第4期29-34,共6页 Computer & Digital Engineering
关键词 粗糙集 规则 不确定性 rough set, entropy, rule, uncertainty
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  • 1王国胤.Rough集理论和知识获取[M].西安:西安交通大学出版社,2001.. 被引量:1
  • 2S. H. Nguyen, A. Skowron, Quantization of Real Attributes,Rough Set and Boolean Reasoning Approach, Proc. of the SecondJoint Conf. Of Information Science, 1995, PP:34-37 被引量:1
  • 3Nguyen, H. S. Nguyen, Some Efficient Algorithms for Rough SetMethods, Proc. of the Conf. Of Information Processing and Management of Uncertainty in Knowledge- Based Systems, Granada,Spain, PP: 1452-1456 被引量:1
  • 4X. Hu, N. Cercone, Mining Knowledge Rules from Databases: ARough Set Application, Twelfth International Conference ON DataEngineering, 1996,PP:96- 105 被引量:1
  • 5J. G. Bazan, A. Skowron, P. Synak, Dynamic Reducts as a Toolfor Extracting Laws from Decisions Tables, Methodologies for Intelligent Systems, 8th International Symposium, ISMIS94, PP:346 - 355 被引量:1
  • 6I. Güntsch, G. Gediga, Uncertainty measures of rough set prediction, Artificial Intelligence, 106(1998), 109- 137 被引量:1
  • 7G. Y. Wang, Y. Wu, F. Liu, Generating Rules and Reasoningunder Inconsistencies, 2000 IEEE Int. Conf. on Industrial Electronics, Control and Instrumentation, Japan, accepted and to appear 被引量:1
  • 8Pawlak Z.Rough Sets:Theoretical Aspects of Reasoning About Data[M].Dordrecht:Kluwer Academic Publishers,1991 被引量:1
  • 9Hu XiaoHua,Cercone N.Learning in relational databases:a rough set approach[J].Computational Intelligence,1995, 11 (2):323~33734 2006.11. 被引量:1
  • 10Mollestad T,Skowron A.A rough set framework for datamining of prepositional default rules[C].In:Proc of 9th International Symposiumon Foundations of Intelligent Syetems,ISMIS,1996:448~457 被引量:1

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