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基于集对顺势相似关系的变精度粗糙集模型

赵焕焕 菅利荣 刘勇

计算机工程与应用2017,Vol.53Issue(6):51-56,6.
计算机工程与应用2017,Vol.53Issue(6):51-56,6.DOI:10.3778/j.issn.1002-8331.1508-0221

基于集对顺势相似关系的变精度粗糙集模型

Variable precision rough set model based on set pair homeopathic simi- lar relationship

赵焕焕 1菅利荣 1刘勇2

作者信息

  • 1. 南京航空航天大学 经济与管理学院,南京 211106
  • 2. 江南大学 商学院,江苏 无锡 214122
  • 折叠

摘要

Abstract

In order to deal with incomplete information system with noise data, ambiguity and other information, the thought and method of the set pair theory and variable precision rough set is used to construct a novel variable precision rough set model. To begin with, the advantages and limitations of these models previously established based on the set pair similarity relationship are compared, and then the set pair homeopathic similar relationship based on the threshold αconnection degree is defined, and then it is used to substitute the equivalence relationship of the variable precision rough set, so that a novel variable precision rough set model based on the set pair homeopathic similar relationship is established, and its properties are researched. Finally an example is used to verify the feasibility and effectiveness of the novel model.

关键词

不完备信息系统/集对分析/集对顺势相似关系/变精度粗糙集/等价关系

Key words

incomplete information system/set pair analysis/set pair homeopathic similar relationship/variable precision rough set/equivalence relationship

分类

信息技术与安全科学

引用本文复制引用

赵焕焕,菅利荣,刘勇..基于集对顺势相似关系的变精度粗糙集模型[J].计算机工程与应用,2017,53(6):51-56,6.

基金项目

国家自然科学基金(No.71503103) (No.71503103)

江苏省自然科学基金(No.BK20150157) (No.BK20150157)

中央高校基本科研业务费专项资金资助-江苏省研究生培养创新工程(No.KYZZ_0096). (No.KYZZ_0096)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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