期刊文献+

一种新的知识表示模型及其规则推导 被引量:4

A Novel Knowledge Representation and Induction Decision Rules
下载PDF
导出
摘要 目前指挥决策支持系统中的知识系统大多只能表示清晰信息,当给定对象、属性及属性值,便能完全肯定对象是否具有这个属性(值)。但实际情况并不是这样,对象和属性(值)关系常常是不确定的。本文提出FPS模型解决这种不确定性,并在此基础上,为概念归纳推理定义了模糊粗糙集,为对象的排序定义了相似性测度、距离测度和熵测度,用模糊集方法定义了概念的上下近似集,并得出了决策规则。 The FPS model is put forward to remedy the problem in traditional knowledge representation. Based on this, a fuzzy rough set is defined for concept inductive inference, three measures, i.e. similarity measure, distance measure and entropy measure are defined for the object rank, then upper and lower approximations of concept are defined by using this fuzzy set method , and decision rules are achieved.
出处 《空军工程大学学报(自然科学版)》 CSCD 2003年第6期44-47,共4页 Journal of Air Force Engineering University(Natural Science Edition)
基金 国家"863"计划基金资助项目(306-04-02-01)
关键词 决策支持 知识表示 模糊PS模型 上近似集 下近似集 决策规则 decision support knowledge representation FPS model upper approximation lower approximation decision rules
  • 相关文献

参考文献2

二级参考文献3

  • 1郝尔,C3I系统分析设计研究与评价,1993年,13页
  • 2曹茹,高技术与军事系统工程,1993年,141页
  • 3陈鸿猷,现代防空论,1991年

共引文献1

同被引文献16

  • 1[1]Pawlak Z.Rough Sets-Theoretical Aspects of Reasoning About Data[M].Dordrent: Kluwer Academic Publisher,1991.
  • 2[2]Slowinski R. Rough Set Iearning of Preferential Attitude in Multi-Criteria Decision Making [A]. In: Komorowski J, Ras Z W.Methodologies for Intelligent Systems, Lecture Notes in Artificial Intelligence[C].Berlin:Springer,1993,642-651.
  • 3[4]Greco S, Matarazzo B, Slowinski R. Rough Set Approach to Multi-Attribute Choice and Ranking Problems [A].Fandel G,Gal T.Multiple-Criteria Decision Making, Proceedings of the 12th International Conference[C].Berlin:Springer,1997,318-329.
  • 4Zadeh L A. Fuzzy Sets as A Basis for Theory of Possibility [J]. Fuzzy Sets and Systems, 1978,(1):3-28.
  • 5Fernandez J M, Salido, Murakami S. Rough Set Analysis of A General Type of Fuzzy Data Using Transitive Aggregation of Fuzzy Similarity Relations [J]. Fuzzy Sets and Systems, 2003, 139: 635-660.
  • 6Slavka Bodjanova. Approximation of Fuzzy Concepts in Decision Making [J]. Fuzzy Sets and Systems, 1997, 85:23-29.
  • 7Jerzy Stefanowski. On Rough Set Bsed Approaches to Induction of Decision Rules[A].Lech Polkowski, Andrzej Skowron. Rough Sets in Knowledge Discovery[C]. Heidelberg: Physica-Verlag, 1998,500-529.
  • 8Zadeh L A. Fuzzy Sets as a Basis for Theory of Possibility [ J ]. FuzzySets and Systems, 1978, ( 1 ) :3-28.
  • 9J M Fernandez Salido,S Murakami. Rough Set Analysis of a General Type of Fuzzy Data Using Transitive Aggregation of Fuzzy Similarity Relations [J]. Fuzzy Sets and Systems, 2003, 139:635-660.
  • 10Slavka Bodjanova. Approximation of Fuzzy Concepts in Decision Making[ J ]. Fuzzy Sets and Systems, 1997,85:23-29.

引证文献4

二级引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部