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邻域系统粗糙集模型

杨习贝 杨静宇

南京理工大学学报(自然科学版)2012,Vol.36Issue(2):291-295,5.
南京理工大学学报(自然科学版)2012,Vol.36Issue(2):291-295,5.

邻域系统粗糙集模型

Rough Set Model Based on Neighborhood System

杨习贝 1杨静宇2

作者信息

  • 1. 江苏科技大学计算机科学与工程学院,江苏镇江212003
  • 2. 南京理工大学计算机科学与技术学院,江苏南京210094
  • 折叠

摘要

Abstract

Considering the rough approximation with the different views, properties of the neighborhood system based rough set model are investigated. The neighborhood system based rough set is compared with the two different generalized rough sets,the variable precision rough set model and the multi-granulation rough set model. Two different neighborhood systems are constructed according to the classification error and the multi-granulations. It is proved that the variable precision rough set model and multi-granulation rough set model are special cases of the neighborhood system based rough set,and the neighborhood system based rough set is a more generalized rough approach.

关键词

邻域系统/粗糙集/可变精度粗糙集/多粒度粗糙集

Key words

neighborhood system/ rough sets/ variable precision rough sets/ multi-granulations rough sets

分类

信息技术与安全科学

引用本文复制引用

杨习贝,杨静宇..邻域系统粗糙集模型[J].南京理工大学学报(自然科学版),2012,36(2):291-295,5.

基金项目

国家自然科学基金(61100116) (61100116)

江苏省自然科学基金(BK2011492) (BK2011492)

江苏省高校自然科学基金(11KJB520004) (11KJB520004)

中国博士后科学基金(20100481149) (20100481149)

江苏省博士后科学基金(1100137C) (1100137C)

南京理工大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1005-9830

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