Grey relational projection method for multiple attribute decision making with interval-valued dual hesitant fuzzy information

被引:17
|
作者
Zang, Yuqi [1 ]
Sun, Wei [1 ]
Han, Siying [2 ]
机构
[1] Yanshan Univ, Sch Econ & Management, Qinhuangdao 066004, Peoples R China
[2] Massey Univ, Sch Management, Auckland, New Zealand
基金
中国国家自然科学基金; 国家教育部科学基金资助; 中国博士后科学基金;
关键词
Dual hesitant fuzzy set; interval-valued dual hesitant fuzzy set; grey relational projection; multiple attribute decision making; AGGREGATION OPERATORS; CORRELATION-COEFFICIENT; SIMILARITY MEASURES; SETS; DISTANCE; TOPSIS; MODEL;
D O I
10.3233/JIFS-162422
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the multiple attribute decision making (MADM) problems in which the attribute values take the form of interval-valued dual hesitant fuzzy elements (IVDHFEs) and the attribute weights are unknown. Firstly, motivated by the distance definitions of the hesitant fuzzy elements and dual hesitant fuzzy elements, the distance definitions of the interval-valued dual hesitant fuzzy elements are proposed. Then, the grey relational projection method based on the distance measure between the interval-valued dual hesitant fuzzy elements is proposed. To get the attribute weights, the nonlinear optimization model with the minimum total deviation of the grey relational coefficient is constructed. Furthermore, a novel interval-valued dual hesitant fuzzy MADM method is proposed based on the grey relational projection. Finally, a numerical example is given to demonstrate the effectiveness and practicality of the developed method.
引用
收藏
页码:1053 / 1066
页数:14
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