A hesitant group emergency decision making method based on prospect theory

被引:21
|
作者
Zhang, Zi-Xin [1 ,2 ]
Wang, Liang [1 ,2 ]
Rodriguez, Rosa M. [3 ,4 ]
Wang, Ying-Ming [1 ]
Martinez, Luis [2 ]
机构
[1] Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China
[2] Univ Jaen, Dept Comp Sci, Jaen 23071, Spain
[3] Univ Granada, Dept Comp Sci, E-18071 Granada, Spain
[4] Univ Granada, AI, E-18071 Granada, Spain
基金
中国国家自然科学基金;
关键词
Group emergency decision making; Hesitant fuzzy sets; Prospect theory; LINGUISTIC TERM SETS; FUZZY-SETS; INFORMATION; MANAGEMENT; NETWORK; MODEL;
D O I
10.1007/s40747-017-0045-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Group emergency decision-making (GEDM) problems have drawn great attention in past few years due to its advantages of dealing with the emergency events (EEs) effectively. Due to the fact that EEs are usually featured by lack of information and time pressure, decision makers (DMs) are often bound rational and their psychological behaviors are very crucial to the GEDM process. However, DM's psychological behaviors are neglected in current GEDM approaches. The assessments representing the individual wisdom provided by each expert are usually aggregated in the GEDM process. Nevertheless, the aggregation process always implies summarization of data that can result in loss of information. To overcome these limitations pointed out previously, this paper proposes a new GEDM method that considers the DM's psychological behaviors in the decision process using prospect theory and replaces the aggregation process by a fusion method with hesitant fuzzy set, which keeps the experts' information as much as possible. A case study is provided to illustrate the validity and feasibility of the proposed method.
引用
收藏
页码:177 / 187
页数:11
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