Minimizing adjusted simple terms in the consensus reaching process with hesitant linguistic assessments in group decision making

被引:214
|
作者
Dong, Yucheng [1 ]
Chen, Xia [1 ]
Herrera, Francisco [2 ,3 ]
机构
[1] Sichuan Univ, Sch Business, Chengdu 610065, Peoples R China
[2] Univ Granada, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain
[3] King Abdulaziz Univ, Fac Comp & Informat Technol North Jeddah, Jeddah 21589, Saudi Arabia
关键词
Computing with words; Hesitant linguistic assessment; Consensus; Minimum adjustments; Group decision making; TYPE-2; FUZZY-SETS; REPRESENTATION MODEL; AGGREGATION OPERATORS; PREFERENCE RELATIONS; WORDS; INFORMATION; CONSISTENCY; LABELS;
D O I
10.1016/j.ins.2014.11.011
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In some real-world decision processes, decision makers may prefer to provide their opinions using linguistic expressions instead of a single linguistic term. Particularly, they may hesitate between several linguistic terms. In this paper, we deal with the consensus issue in the hesitant linguistic group decision making (GDM) problem. Firstly, a novel distance-based consensus measure is proposed. Then, using this consensus measure we develop an optimization-based consensus model in the hesitant linguistic GDM, which niinimizes the number of adjusted simple terms in the consensus building. Furthermore, a two-stage model is displayed to further optimize the solutions to the proposed consensus model, through which we obtain the unique optimal adjustment suggestion to support the consensus reaching process in the hesitant linguistic GDM. Finally, several desirable properties are proposed to justify the proposal, and two examples are used to demonstrate the validity of the models. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:95 / 117
页数:23
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