A group decision-making model with interval multiplicative reciprocal matrices based on the geometric consistency index

被引:21
|
作者
Liu, Fang [1 ,3 ]
Zhang, Wei-Guo [2 ]
Shang, Yu-Fan [1 ]
机构
[1] Xran Jiaotong Univ, Sch Management, Xian 710049, Shaanxi, Peoples R China
[2] South China Univ Technol, Sch Business Adm, Guangzhou 510641, Guangdong, Peoples R China
[3] Guangxi Univ, Sch Math & Informat Sci, Nanning 530004, Guangxi, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Group decision-making; Geometric consistency index; Interval multiplicative reciprocal matrices; Induced ordered weighted geometric averaging (IOWGA) operator; ANALYTIC HIERARCHY PROCESS; PAIRWISE COMPARISON MATRICES; GOAL PROGRAMMING METHOD; OWA OPERATOR WEIGHTS; PREFERENCE RELATIONS; ACCEPTABLE CONSISTENCY; DERIVING WEIGHTS; AHP; JUDGMENT; AGGREGATION;
D O I
10.1016/j.cie.2016.09.010
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A novel group decision-making model is proposed when the experts evaluate their judgments by using interval multiplicative reciprocal matrices. First, a geometric consistency index (GCI) for interval multiplicative reciprocal matrices is defined and its properties are studied. The relation between the GCI and the consistency index (CI) of interval multiplicative reciprocal matrices is further shown. Second, the GCI of interval multiplicative reciprocal matrices is utilized to propose a new induced ordered weighted geometric averaging (IOWGA) operator, which is named as the GCI-IOWGA operator. It permits the aggregation of interval multiplicative reciprocal matrices in such a way that more important weight is given to that with more consistency. The properties of the collective interval multiplicative reciprocal matrix are further studied. Third, the sensitivity analysis of the associated exponential weight vector with respect to the parameter is made. Finally, two numerical examples are carried out to illustrate the developed model and compare with the existing methods. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:184 / 193
页数:10
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