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Generalization Rough Set Theory

XIAO Di ZHANG Jun-feng HU Shou-song

东华大学学报(英文版)2008,Vol.25Issue(6):654-658,5.
东华大学学报(英文版)2008,Vol.25Issue(6):654-658,5.

Generalization Rough Set Theory

Generalization Rough Set Theory

XIAO Di 1ZHANG Jun-feng 2HU Shou-song2

作者信息

  • 1. College of Automation, Nanjing University of Technology, Nanjing 210009 , China
  • 2. College of Automation, Nanjing University of Aeronautics and Astronautics, Nanjing 210016,China
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摘要

Abstract

In order to avoid the discretization in the classical rough set theory, a generlization rough set theory is proposed.At first, the degree of general importance of an attribute and attribute subsets are presented.Then, depending on the degree of general importance of attribute, the space distance can be measured with weighted method.At last, a generalization rough set theory based on the general near neighborhood relation is proposed.The proposed theory partitions the universe into the tolerant modules, and forms lower approximation and upper approximation of the set under general near neighborhood relationship, which avoids the discretization in Pawlak's rough set theory.

关键词

generalization rough set theory/the degree of general importance/general near neighborhood relation

Key words

generalization rough set theory/the degree of general importance/general near neighborhood relation

分类

信息技术与安全科学

引用本文复制引用

XIAO Di,ZHANG Jun-feng,HU Shou-song..Generalization Rough Set Theory[J].东华大学学报(英文版),2008,25(6):654-658,5.

基金项目

Foundation items: Natural Science Foundation of Jiangsu Province of China (No.BK2006176) and High-Tech Key Laboratory of Jiangsu, China (No.BM2007201) (No.BK2006176)

东华大学学报(英文版)

1672-5220

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