A generalized belief interval-valued soft set with applications in decision making

被引:13
|
作者
Cheng, Cuiping [1 ]
Cao, Zehong [2 ]
Xiao, Fuyuan [1 ]
机构
[1] Southwest Univ, Sch Comp & Informat Sci, Chongqing 400715, Peoples R China
[2] Univ Tasmania, Discipline ICT, Sch Technol Environm & Design, Hobart, Tas, Australia
关键词
Intuitionistic fuzzy set; Soft set; Generalized belief interval-valued soft set; Multi-attribute decision making (MADM); Dempster-Shafer Theory; EVIDENTIAL REASONING APPROACH; FUZZY; UNCERTAINTY; FRAMEWORK; ENTROPY; MODEL;
D O I
10.1007/s00500-020-04949-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The belief interval-valued soft set (BIVSS) combines soft set theory and belief interval value (Dempster-Shafer theory). In this study, we propose a generalized belief interval-valued soft set (GBIVSS) approach and explore the associated properties of this approach in decision-making applications. Using the score function, the scoring function and similarity measure used to compare the relationships between GBIVSS are proposed. Then, we applied the GBIVSS to deal with multi-attribute decision making (MADM) problems. Furthermore, we used a case study of car purchase to illustrate the rationality of the proposed approach. In addition, we compare the effectiveness and advantages of our proposed approach and other existing models, which show superior performance in our proposed approach. GBIVSS provides a solution for multi-attribute problems.
引用
收藏
页码:9339 / 9350
页数:12
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