Comparison of six types of rough approximations based on j-neighborhood space and j-adhesion neighborhood space

被引:57
作者
Atef, Mohammed [1 ]
Khalil, Ahmed Mostafa [2 ,3 ]
Li, Sheng-Gang [2 ]
Azzam, A. A. [4 ,5 ]
El Atik, Abd El Fattah [6 ]
机构
[1] Menoufia Univ, Fac Sci, Dept Math & Comp Sci, Menoufia, Egypt
[2] Shaanxi Normal Univ, Coll Math & Informat Sci, Xian, Peoples R China
[3] Al Azhar Univ, Fac Sci, Dept Math, Assiut, Egypt
[4] Prince Sattam Bin Abdulaziz Univ, Fac Sci & Humanities, Dept Math, Alkharj, Saudi Arabia
[5] New Valley Univ, Fac Sci, Dept Math, Elkharga, Egypt
[6] Tanta Univ, Fac Sci, Dept Math, Tanta, Egypt
关键词
Rough sets; lower and upper approximations; j-neighborhood; j-adhesion neighborhood; accuracy measure; SOFT SET; FUZZY; REDUCTION;
D O I
10.3233/JIFS-200482
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we generalize three types of rough set models based on j-neighborhood space (i.e, type 1 j-neighborhood rough set, type 2 j-neighborhood rough set, and type 3 j-neighborhood rough set), and investigate some of their basic properties. Also, we present another three types of rough set models based on j-adhesion neighborhood space (i.e, type 4 j-adhesion neighborhood rough set, type 5 j-adhesion neighborhood rough set, and type 6 j-adhesion neighborhood rough set). The fundamental properties of approximation operators based on j-adhesion neighborhood space are established. The relationship between the properties of these types is explained. Finally, according to j-adhesion neighborhood space, we give a comparison between the Yao's approach and our approach.
引用
收藏
页码:4515 / 4531
页数:17
相关论文
共 49 条
[1]   On j-near closure operators induced from relations and its applications [J].
Abbas, Mohamed I. ;
Amer, W. S. ;
El-Bably, Mostafa K. .
COGENT MATHEMATICS, 2016, 3
[2]  
Abd El-Monsef M.E., 2015, J. Egypt Math. Soc., V23, P535, DOI [10.1016/j.joems.2014.12.007, DOI 10.1016/J.JOEMS.2014.12.007]
[3]  
Abd El-Monsef M. E., 2009, J Inst Math Comput Sci, V20, P233
[4]  
Abd El-Monsef M.E., 2014, International Journal of Granular Computing Rough Sets and Intelligent Systems, V3, P292, DOI DOI 10.1504/IJGCRSIS.2014.068032
[5]   A comparison of two kinds of definitions of rough approximations based on a similarity relation [J].
Abo-Tabl, E. A. .
INFORMATION SCIENCES, 2011, 181 (12) :2587-2596
[6]   Comparison between different kinds of approximations by using a family of binary relations [J].
Abu-Donia, H. M. .
KNOWLEDGE-BASED SYSTEMS, 2008, 21 (08) :911-919
[7]   On j-near concepts in rough sets with some applications [J].
Amer, W. S. ;
Abbas, Mohamed I. ;
El-Bably, Mostafa K. .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (01) :1089-1099
[8]  
Atef M., SOFT COMPUTING UNPUB
[9]   Medical applications via minimal topological structure [J].
Azzam, A. A. ;
Khalil, Ahmed Mostafa ;
Li, Sheng-Gang .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (03) :4723-4730
[10]   Granular computing applied to ontologies [J].
Calegari, Silvia ;
Ciucci, Davide .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2010, 51 (04) :391-409