中国民航大学学报

• 基础科学 • 上一篇    下一篇

优势关系集值决策系统中变精度粗集模型

陶志,岳美汐   

  1. (中国民航大学理学院,天津 300300)
  • 收稿日期:2013-05-08 修回日期:2013-11-24 出版日期:2015-02-21 发布日期:2015-01-22
  • 作者简介:陶志(1963—),男,辽宁沈阳人,教授,博士,研究方向为复杂系统建模、粗糙集理论及其应用等.
  • 基金资助:

    国家自然科学基金项目(60672178);中国民航大学科研基金项目(2010kys01)

Variable precision rough set model in dominance relation of set-valued decision system

TAO Zhi,YUE Mei-xi   

  1. (College of Science,CAUC,Tianjin 300300,China)
  • Received:2013-05-08 Revised:2013-11-24 Online:2015-02-21 Published:2015-01-22

摘要:

将变精度的思想引入优势值关系的集值决策系统中,构建了一种基于优势值关系的变精度集值决策系统粗糙集模型,并讨论了该模型的性质及阈值β的变化对模型的影响。新模型可以处理存在偏序关系的不确定或不完备信息系统,并具有一定的容错能力遥另一方面,通过合理设置参数β可使新模型的分类效果更加符合实际情况以及人在数据处理过程中的直观感受,实例分析进一步验证了相关结论的正确性。

关键词: 优势值关系, 集值决策系统, 变精度粗糙集模型

Abstract:

The variable precision idea is introduced in the dominance relation value of set-valued decision system,building
a variable precision rough set model of set-valued decision system based on dominance relation value,and
discussing the nature of the model as well as the impact of changes on the threshold β model. The new model can
not only deal with the uncertainty of the existence of partial order relationship or incomplete information system,
but also has a certain degree of fault tolerance. On the other hand,by setting the appropriate parameters β ,the
classification results of the new model become more consistent with the actual situation as well as human's intuitive
feeling during data processing. Case analysis further verifies the correctness of related conclusion.

Key words: dominance relation value, set-valued decision system, variable precision rough set model

中图分类号: