A rational and consensual method for group decision making with interval-valued intuitionistic multiplicative preference relations

被引:16
|
作者
Meng, Fanyong [1 ,2 ]
Tang, Jie [2 ]
Javier Cabrerizo, Francisco [3 ]
Herrera-Viedma, Enrique [3 ]
机构
[1] Beijing Wuzi Univ, Sch Informat, Beijing 101149, Peoples R China
[2] Cent South Univ, Sch Business, Changsha 410083, Peoples R China
[3] Univ Granada, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain
基金
中国国家自然科学基金;
关键词
GDM; IVIMPR; Model; Consistency and consensus; CONSISTENCY ANALYSIS; MODELS;
D O I
10.1016/j.engappai.2020.103514
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Interval-valued intuitionistic multiplicative variables (IVIMVs) can conveniently and effectively represent the uncertain multiplicative preferred and non-preferred judgements of decision makers, this paper studies group decision making (GDM) with interval-valued intuitionistic multiplicative preference relations (IVIMPRs). To calculate the interval-valued intuitionistic multiplicative priority weight vector reasonably, a new consistency concept is introduced that satisfies robustness and upper triangular property. Following this concept, models to judge the consistency and obtain consistent IVIMPRs from inconsistent ones are constructed, respectively. To address the problem of incomplete preferences, consistency-based model to determine missing values is built. Furthermore, we study the consensus for GDM with IVIMPRs and provide a new consensus approach. When an acceptable consensus level is not achieved, an interactive and automatic adjustment method is applied to reach a better consensus level. Following discussion about consistency and consensus, an algorithm for GDM is offered that can address inconsistent and incomplete IVIMPRs. Finally, a practical problem about selecting the steel supplier is selected to show the application of the new method.
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页数:17
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