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