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面向不完备信息系统的双论域决策粗糙集——基于双相对量化信息的角度

李敬 王利东

计算机科学与探索2018,Vol.12Issue(4):653-661,9.
计算机科学与探索2018,Vol.12Issue(4):653-661,9.DOI:10.3778/j.issn.1673-9418.1703051

面向不完备信息系统的双论域决策粗糙集——基于双相对量化信息的角度

Decision-Theoretic Rough Sets on Two Universes Within Incomplete Information System:From the View of Double Relative Quantitative Information

李敬 1王利东1

作者信息

  • 1. 大连海事大学 理学院,辽宁 大连116026
  • 折叠

摘要

Abstract

Rough set models on two universes are valuable generalizations of classical rough set model. In recent years,different kinds of rough set models on two universes have been established.In order to characterize relative quantitative information within incomplete information system, this paper establishes two kinds of double relative quantitative decision-theoretic rough sets on two universes based on rough set models on two universes,discusses the properties of the proposed models,and explores some interesting relations between above mentioned two mod-els by adjusting different parameters.Finally,this paper uses a SARS dataset to illustrate the definition and relations of the proposed rough set models.

关键词

不完备信息系统/双论域/决策粗糙集/双相对定量

Key words

incomplete information system/two universes/decision-theoretic rough sets/double relative quantitative

分类

信息技术与安全科学

引用本文复制引用

李敬,王利东..面向不完备信息系统的双论域决策粗糙集——基于双相对量化信息的角度[J].计算机科学与探索,2018,12(4):653-661,9.

基金项目

The National Natural Science Foundation of China under Grant Nos.61771352,61203283(国家自然科学基金) (国家自然科学基金)

the Natural Science Foundation of Liaoning Province under Grant Nos. 2014025004, 201602064 (辽宁省自然科学基金) (辽宁省自然科学基金)

the Fundamental Research Funds for the Central Universities of China under Grant Nos.3132016306,3132017048(中央高校基本科研业务费专项资金). (中央高校基本科研业务费专项资金)

计算机科学与探索

OA北大核心CSCDCSTPCD

1673-9418

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