A Choquet Integral-Based GLDS Method for Green Supplier Selection with Hesitant Fuzzy Information

被引:5
|
作者
Liao, Zhiqiang [1 ]
Liao, Huchang [1 ]
Al-Barakati, Abdullah [2 ]
机构
[1] Sichuan Univ, Business Sch, Chengdu 610064, Peoples R China
[2] King Abdulaziz Univ, Fac Comp & Informat Technol, Jeddah 21589, Saudi Arabia
来源
PROCEEDINGS OF THE THIRTEENTH INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, VOL 1 | 2020年 / 1001卷
基金
中国国家自然科学基金;
关键词
Multiple criteria decision making; Hesitant fuzzy set; Choquet integral; GLDS; SIMILARITY MEASURES; DISTANCE; SETS;
D O I
10.1007/978-3-030-21248-3_20
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The green supplier selection can be considered as a multiple criteria decision making (MCDM) problem that contains a set of criteria with inter-dependency. In this study, we propose an improved gained and lost dominance score (GLDS) method to address two important issues in MCDM problems that involve the interaction among criteria and the attitude characteristics of an expert in the hesitant fuzzy environment. Firstly, a novel distance measure of hesitant fuzzy sets (HFSs) is introduced by considering the hesitancy degrees of evaluations with the score function of hesitant fuzzy elements. Then, an improved GLDS method based on the Choquet integral operator is proposed to handle the MCDM problems with interactive criteria within the hesitant fuzzy context. Finally, an illustrative example of green supplier selection is provided to verify the applicability of the proposed method.
引用
收藏
页码:273 / 282
页数:10
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