A comparison of two types of rough approximations based on Nj-neighborhoods

被引:14
作者
Al-shami, Tareq M. [1 ,2 ]
Alshammari, Ibtesam [3 ]
El-Shafei, Mohammed E. [1 ]
机构
[1] Mansoura Univ, Dept Math, Mansoura, Egypt
[2] Sanaa Univ, Dept Math, Sanaa, Yemen
[3] Univ Hafr Al Batin, Dept Math, Hafar al Batin, Saudi Arabia
关键词
N-j-neighborhoods; E-j-neighborhoods; j-neighborhood space; lower and upper approximations; accuracy measure; topological space; TOPOLOGICAL-STRUCTURE; SET-THEORY; SPACE; MODEL;
D O I
10.3233/JIFS-210272
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In 1982, Pawlak proposed the concept of rough sets as a novel mathematical tool to address the issues of vagueness and uncertain knowledge. Topological concepts and results are close to the concepts and results in rough set theory; therefore, some researchers have investigated topological aspects and their applications in rough set theory. In this discussion, we study further properties of N-j-neighborhoods; especially, those are related to a topological space. Then, we define new kinds of approximation spaces and establish main properties. Finally, we make some comparisons of the approximations and accuracy measures introduced herein and their counterparts induced from interior and closure topological operators and E-neighborhoods.
引用
收藏
页码:1393 / 1406
页数:14
相关论文
共 44 条
[41]   Novel fuzzy rough set models and corresponding applications to multi-criteria decision-making [J].
Zhang, Kai ;
Zhan, Jianming ;
Wu, Wei-Zhi .
FUZZY SETS AND SYSTEMS, 2020, 383 :92-126
[42]   Covering-based generalized IF rough sets with applications to multi-attribute decision-making [J].
Zhang, Li ;
Zhan, Jianming ;
Xu, Zeshui .
INFORMATION SCIENCES, 2019, 478 :275-302
[43]   Topological Structure of Relation-based Generalized Rough Sets [J].
Zhang, Yan-Lan ;
Li, Jinjin ;
Li, Changqing .
FUNDAMENTA INFORMATICAE, 2016, 147 (04) :477-491
[44]   Relationship between generalized rough sets based on binary relation and covering [J].
Zhu, William .
INFORMATION SCIENCES, 2009, 179 (03) :210-225