Certain types of soft coverings based rough sets with applications

被引：70
作者：
Zhan, Jianming [1 ]
Wang, Qiumei [1 ]
机构：
[1] Hubei Univ Nationalities, Dept Math, Enshi 445000, Peoples R China
来源：
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS | 2019年 / 10卷 / 05期
关键词：
Soft neighborhood; Soft complementary neighborhood; Soft covering based rough set; Soft rough set; Decision making; DECISION-MAKING; MODEL;
D O I：
10.1007/s13042-018-0785-x
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Hybrid soft set model is an important topic for dealing with uncertainty. By means of soft neighborhoods, soft complementary neighborhoods and soft adhesions, we build five new different types of soft coverings based rough sets and study related properties. The relationships between soft rough sets and soft covering based rough sets are investigated. Finally, we give two special algorithms based on the first two types of soft coverings based rough sets and apply the two special algorithms to solve an actual problem.
引用
收藏
页码：1065 / 1076
页数：12
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