文章基本信息

标题：A survey on rough set theory and its applications
本地全文：下载
作者：Qinghua Zhang ; Qin Xie ; Guoyin Wang 等
期刊名称：CAAI Transactions on Intelligence Technology
电子版ISSN：2468-2322
出版年度：2016
卷号：1
期号：4
页码：323-333
DOI：10.1016/j.trit.2016.11.001
出版社：IET Digital Library
摘要：After probability theory, fuzzy set theory and evidence theory, rough set theory is a new mathematical tool for dealing with vague, imprecise, inconsistent and uncertain knowledge. In recent years, the research and applications on rough set theory have attracted more and more researchers' attention. And it is one of the hot issues in the artificial intelligence field. In this paper, the basic concepts, operations and characteristics on the rough set theory are introduced firstly, and then the extensions of rough set model, the situation of their applications, some application software and the key problems in applied research for the rough set theory are presented.
关键词：Rough sets; Fuzzy sets; Soft computing; Artificial intelligence; Approximation space; Extended models