N-soft rough sets and its applications

被引:10
|
作者
Zhang, Di [1 ]
Li, Pi-Yu [1 ]
An, Shuang [1 ]
机构
[1] Northeastern Univ Qinhuangdao, Sch Math & Stat, Qinhuangdao 066004, Hebei, Peoples R China
关键词
Rough sets; N-soft sets; N-soft rough sets; Decision making analysis; DECISION-MAKING; MODEL; APPROXIMATION;
D O I
10.3233/JIFS-200338
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 propose a new hybrid model calledN-soft rough sets, which can be seen as a combination of rough sets and N-soft sets. Moreover, approximation operators and some useful properties with respect to N-soft rough approximation space are introduced. Furthermore, we propose decision making procedures for N-soft rough sets, the approximation sets are utilized to handle problems involving multi-criteria decision-making(MCDM), aiming at electing the optional objects and the possible optional objects based on their attribute set. The algorithm addresses some limitations of the extended rough sets models in dealing with inconsistent decision problems. Finally, an application of N-soft rough sets in multi-criteria decision making is illustrated with a real life example.
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页码:565 / 573
页数:9
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