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文章基本信息

  • 标题:Decision Making with Uncertainty Information Based on Lattice-Valued Fuzzy Concept Lattice
  • 本地全文:下载
  • 作者:Li Yang (Southwest Jiaotong University ; P.R. China) Yang Xu (Southwest Jiaotong University ; P.R. China)
  • 期刊名称:Journal of Universal Computer Science
  • 印刷版ISSN:0948-6968
  • 出版年度:2010
  • 卷号:16
  • 期号:1
  • 出版社:Graz University of Technology and Know-Center
  • 摘要:For the processing of decision making with uncertainty information, this paper establishes a decision model based on lattice-valued logic and researches the algorithm for extracting the maximum decision rules. Firstly, we further research the lattice-valued fuzzy concept lattice by combining the lattice implication algebra and classical concept lattice; secondly, we define the lattice-valued decision context as the equivalent form of decision information system and establish the single-target decision model and talk about some properties of the decision rules; finally, we give the calculating methods of decision rules with different decision values and the algorithm for extracting the maximum decision rules.
  • 关键词:concept lattice, decision making, decision rule, lattice-valued logic, uncertainty
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