A Group Decision Making Approach Considering Self-Confidence Behaviors and Its Application in Environmental Pollution Emergency Management

被引:25
作者
Liu, Xia [1 ,2 ]
Xu, Yejun [1 ]
Ge, Yao [3 ]
Zhang, Weike [2 ,3 ]
Herrera, Francisco [2 ,4 ]
机构
[1] Hohai Univ, Sch Business, Nanjing 211100, Jiangsu, Peoples R China
[2] Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, E-18071 Granada, Spain
[3] Sichuan Univ, Sch Econ, Chengdu 610064, Peoples R China
[4] King Abdulaziz Univ, Fac Comp & Informat Technol, Jeddah 21589, Saudi Arabia
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
group decision making; self-confidence; decision weight; environmental pollution emergency management; score function; MULTIPLICATIVE PREFERENCE RELATIONS; CONSENSUS MODEL; CHINA; INFORMATION; LESSONS; GDM;
D O I
10.3390/ijerph16030385
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Self-confidence as one of the human psychological behaviors has important influence on emergency management decision making, which has been ignored in existing methods. To fill this gap, we dedicate to design a group decision making approach considering self-confidence behaviors and apply it to the environmental pollution emergency management. In the proposed method, the self-confident fuzzy preference relations are utilized to express experts' evaluations. This new type of preference relations allow experts to express multiple self-confidence levels when providing their evaluations, which can deal with the self-confidence of them well. To apply the proposed group decision making method to environmental pollution emergency management, a novel determination of the decision weights of experts is given combining the subjective and objective weights. The subjective weight can be directly assigned by organizer, while the objective weight is determined by the self-confidence degree of experts on their evaluations. Afterwards, by utilizing the weighted averaging operator, the individuals' evaluations can be aggregated into a collective one. To do that, some operational laws for self-confident fuzzy preference relations are introduced. And then, a self-confidence score function is designed to get the best solution for environmental pollution emergency management. Finally, some analyses and discussions show that the proposed method is feasible and effective.
引用
收藏
页数:15
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