期刊文献+

决策系统基于不可区分关系及区分关系的约简 被引量:5

Attribute Reduction of Decision Systems Based on Indiscernibility Relation and Discernibility Relation
下载PDF
导出
摘要 信息系统中的知识约简和知识发现是粗糙集理论的重要研究方向。针对决策系统中的不可区分关系及区分关系,给出相应的协调集判定定理,进而借助区分矩阵及区分函数给出属性约简方法,并借助实例将其与已有的相关研究工作进行了对比分析。 Knowledge reduction and knowledge discovery in the information systems are important topics of rough set theory.Based on the indiscernibility relation and discernibility relation of decision systems,the judgement theorems for relative indiscernibility consistent set and relative discernibility consistent set were provided.This paper gave the attribute reduction method by discernibility matrices and discernibility functions,and analyzed it and relevant research work by means of examples.
作者 秦克云 敬思惠 QIN Ke-yun;JING Si-hui;College of Mathematics;Southwest Jiaotong University;
出处 《计算机科学》 CSCD 北大核心 2018年第6期247-250,共4页 Computer Science
基金 国家自然科学基金(61473239 61372187) 西华大学省部级学科平台开放课题(szjj2014-052)资助
关键词 粗糙集 不可区分关系 区分关系 属性约简 Rough set Indiscernibility relation Discernibility relation Attribute reduction
  • 相关文献

参考文献5

二级参考文献29

  • 1Dai Jian\|hua 1,2 , Li Yuan\|xiang 1,2 ,Liu Qun 3 1. State Key Laboratory of Software Engineering, Wuhan University, Wuhan 430072, Hubei,China 2. School of Computer, Wuhan University, Wuhan 430072, Hubei, China 3. School of Computer Science,.A Hybrid Genetic Algorithm for Reduct of Attributes in Decision System Based on Rough Set Theory[J].Wuhan University Journal of Natural Sciences,2002,7(3):285-289. 被引量:6
  • 2王珏,苗夺谦,周育健.关于Rough Set理论与应用的综述[J].模式识别与人工智能,1996,9(4):337-344. 被引量:264
  • 3苗夺谦.Rough Set理论及其在机器学习中的应用研究[博士学位论文].北京:中国科学院自动化研究所,1997..
  • 4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..
  • 5[1]Pawlak Z. Rough Sets: Theoretical Aspects of Reasoning a bout Data. Boston: Kluwer Academic Publishers,1991
  • 6[6]Ziarko W. Variable precision rough set model. Journal of Computer and System Sciences,1993,46(1):39~59
  • 7[7]Greco S,Matarazzo B,Slowinski R. A new rough set approach in multicreteria and multiattribute classification. In: Lecture Notes in Artificial Intelligence 1424, New York: Springer-Verlag, 1998
  • 8[8]Slezak D. Approximate reducts in decision tables. In: Proceedings of IPMU' 96 ,Granada,Spain, 1996,3:159~ 1164
  • 9[9]Quafatou M. α-RST: A generalization of rough set theory. In formation Sciences,2000,124(1~4) :301~316
  • 10[10]Kryszkiewicz M. Comparative studies of alternative type of knowledge reduction in inconsistent systems. International Journal of Intelligent Systems, 2001,16(1): 105~120

共引文献1241

同被引文献28

引证文献5

二级引证文献5

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