An enhanced even swaps method based on prospect theory with hesitant fuzzy linguistic information and its application to the selection of emergency logistics plans under the COVID-19 pandemic outbreak

被引:11
|
作者
Qin, Rui [1 ]
Liao, Huchang [1 ]
Jiang, Lisheng [1 ]
机构
[1] Sichuan Univ, Sch Business, Chengdu 610064, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-criteria decision making; even swaps; prospect theory; hesitant fuzzy linguistic term set; COVID-19; outbreak; DECISION-MAKING; TERM SETS; DISTANCE;
D O I
10.1080/01605682.2021.1897485
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The even swaps method considering the trade-offs between criteria is an effective multiple criteria decision making (MCDM) method; nevertheless, when implementing it, decision makers are subjected to heavy psychological burdens. The prospect theory can model the psychological characteristics of decision makers to relieve the psychological burdens of decision makers. Thus, it is effective to incorporate the prospect theory into the even swaps method so as to lighten the psychological burdens of decision makers in the even swaps method. Given that the HFLTS is a useful tool to express complex and complete evaluation information, this study aims to propose an even swaps method based on the prospect theory with hesitant fuzzy linguistic term sets (HFLTSs). To catch this goal, in the even swaps method, the value function of the prospect theory is used to measure the utility changes in the trade-offs between criteria. Then, the swapped values used to rank alternatives under the measuring stick criterion are calculated based on the operations of HFLTSs. A case study about the selection of emergency logistics plans under the COVID-19 pandemic outbreak demonstrates the feasibility of the proposed method. The sensitivity analysis and comparative analysis illustrate the reliability and stability of the proposed method.
引用
收藏
页码:1227 / 1239
页数:13
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