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
相关论文
共 50 条
  • [1] Comments on "A group decision-making model with interval multiplicative reciprocal matrices based on the geometric consistency index"
    Wang, Zhou-Jing
    COMPUTERS & INDUSTRIAL ENGINEERING, 2018, 117 : 131 - 137
  • [2] A group decision making model based on an inconsistency index of interval multiplicative reciprocal matrices
    Liu, Fang
    Yu, Qin
    Pedrycz, Witold
    Zhang, Wei-Guo
    KNOWLEDGE-BASED SYSTEMS, 2018, 145 : 67 - 76
  • [3] Group Decision-Making Based on Set Theory and Weighted Geometric Operator with Interval Rough Multiplicative Reciprocal Matrix
    Rui-lu Huang
    Hong-yu Zhang
    Juan-juan Peng
    Jian-qiang Wang
    Yue-jin Lv
    International Journal of Fuzzy Systems, 2020, 22 : 1815 - 1831
  • [4] Group Decision-Making Based on Set Theory and Weighted Geometric Operator with Interval Rough Multiplicative Reciprocal Matrix
    Huang, Rui-lu
    Zhang, Hong-yu
    Peng, Juan-juan
    Wang, Jian-qiang
    Lv, Yue-jin
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2020, 22 (06) : 1815 - 1831
  • [5] Axiomatic property based consistency analysis and decision making with interval multiplicative reciprocal preference relations
    Wang, Zhou-Jing
    Lin, Jian
    Liu, Fang
    INFORMATION SCIENCES, 2019, 491 : 109 - 137
  • [6] An inconsistency index of interval additive reciprocal matrices with application to group decision making
    Fang Liu
    Qin Yu
    Mao-Jie Huang
    Dan A. Ralescu
    Journal of Data, Information and Management, 2020, 2 (4): : 201 - 213
  • [7] A PSO-based group decision making model with multiplicative reciprocal matrices under flexibility
    Liu, Fang
    Wu, Yuhao
    Zhang, Jiawei
    Yu, Qin
    SOFT COMPUTING, 2019, 23 (21) : 10901 - 10910
  • [8] A consistency model for group decision making problems with interval multiplicative preference relations
    Zhang, Huimin
    APPLIED SOFT COMPUTING, 2015, 34 : 60 - 71
  • [9] Optimizing consistency and consensus in group decision making based on relative projection between multiplicative reciprocal matrices
    Liu, Zu-Lin
    Liu, Fang
    Zhang, Jia-Wei
    Pedrycz, Witold
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 224
  • [10] A consistency and consensus based decision support model for group decision making with multiplicative preference relations
    Wu, Zhibin
    Xu, Jiuping
    DECISION SUPPORT SYSTEMS, 2012, 52 (03) : 757 - 767