A novel normal wiggly hesitant fuzzy multi-criteria group decision making method and its application to electric vehicle charging station location

被引:21
|
作者
Zhang, Pei [1 ]
Zhang, Zhenji [1 ]
Gong, Daqing [1 ]
Cui, Xiangke [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Econ & Management, Beijing 100044, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Multi -criteria group decision making; Normal wiggly hesitant fuzzy set; Prospect theory; WASPAS method; Electric vehicle charging station location; PROSPECT-THEORY; TODIM METHOD; AGGREGATION; INFORMATION; MULTIMOORA; WEIGHTS; MODEL; SETS;
D O I
10.1016/j.eswa.2023.119876
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Electric vehicle charging station location (EVCSL) is critical to promoting the electric vehicle industry and how it is evaluated is typically a MCDM issue. In this paper, an applicable multi-criteria group decision support model is developed to evaluate the electric vehicle charging station location. To do this, we used normal wiggly hesitant fuzzy set to describe the fuzzy decision-making information, which can further dig the potential uncertainty. Considering that the experts' preference can lead to significant changes in the results, k-means clustering method is used to group the experts in different fields. Moreover, the improved correlation coefficient and standard deviation (CCSD) method is used to determine the criterion weights, and considering that prospect theory can reflect the mental behavior of experts and the simplicity and efficiency of weighted aggregated sum product assessment (WASPAS) method, a combined ranking model is proposed to evaluate the alternatives compre-hensively. The procedure of the model is given in detail, and the example of electric vehicle charging station location evaluation is employed to demonstrate our results. Comparative analyses and discussion show that the proposed model has powerful effectiveness, performs better than other existing methods, and largely extends the applicability of the method with theoretical and practical implications.
引用
收藏
页数:25
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