MABAC method for multiple attribute group decision making under picture 2-tuple linguistic environment

被引:46
|
作者
Zhang, Siqi [1 ]
Wei, Guiwu [1 ,2 ]
Alsaadi, Fuad E. [2 ]
Hayat, Tasawar [3 ,4 ]
Wei, Cun [5 ]
Zhang, Zuopeng [6 ]
机构
[1] Sichuan Normal Univ, Sch Business, Chengdu 610101, Peoples R China
[2] King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Commun Syst & Networks CSN Res Grp, Jeddah 21589, Saudi Arabia
[3] Quaid I Azam Univ, Dept Math, Islamabad 45320, Pakistan
[4] King Abdulaziz Univ, Fac Sci, Dept Math, Nonlinear Anal & Appl Math NAAM Res Grp, Jeddah 21589, Saudi Arabia
[5] Southwestern Univ Finance & Econ, Sch Stat, Chengdu 611130, Peoples R China
[6] Univ North Florida, Coggin Coll Business, Jacksonville, FL 32224 USA
基金
中国国家自然科学基金;
关键词
Multiple attribute group decision making (MAGDM); Picture 2-tuple linguistic sets (P2TLSs); MABAC model; P2TLNs MABAC model; Renewable energy power generation project; AGGREGATION OPERATORS; TODIM METHOD; REPRESENTATION MODEL; STOCK-MARKET; VIKOR METHOD; FUZZY; SELECTION; CHINA;
D O I
10.1007/s00500-019-04364-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article, we extend multi-attributive border approximation area comparison (MABAC) approach to the multiple attribute group decision making with picture 2-tuple linguistic numbers. We review the concept of picture 2-tuple linguistic sets and introduce its corresponding score function, accuracy function, and operational laws. In addition, we propose two aggregation operators of picture 2-tuple linguistic numbers and then develop a method by combining traditional MABAC model with the overall picture 2-tuple linguistic evaluation information. Our proposed method is increasingly accurate and valid even when the conflicting attributes are considered. We also provide a numerical instance for assessing and selecting the renewable energy power generation project to demonstrate the efficacy of our novel model. Finally, we compare our proposed approach with other traditional operators to further show its benefits.
引用
收藏
页码:5819 / 5829
页数:11
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