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
  • [21] A note on "A group decision making model based on a generalized ordered weighted geometric average operator with interval preference matrices"
    Wang, Zhou-Jing
    FUZZY SETS AND SYSTEMS, 2018, 341 : 145 - 153
  • [22] A goal programming model for incomplete interval multiplicative preference relations and its application in group decision-making
    Liu, Fang
    Zhang, Wei-Guo
    Wang, Zhong-Xing
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 218 (03) : 747 - 754
  • [23] Geometric consistency of triangular fuzzy multiplicative preference relation and its application to group decision making
    Wang, Feng
    KNOWLEDGE AND INFORMATION SYSTEMS, 2021, 63 (01) : 21 - 38
  • [24] Group decision-making procedure based on incomplete reciprocal relations
    Xu, Zeshui
    Chen, Jian
    SOFT COMPUTING, 2008, 12 (06) : 515 - 521
  • [25] Group decision-making procedure based on incomplete reciprocal relations
    Zeshui Xu
    Jian Chen
    Soft Computing, 2008, 12 : 515 - 521
  • [26] A new multiplicative consistency based method for decision making with triangular fuzzy reciprocal preference relations
    Meng, Fanyong
    Lin, Jian
    Tan, Chunqiao
    Zhang, Qiang
    FUZZY SETS AND SYSTEMS, 2017, 315 : 1 - 25
  • [27] A group decision making method with interval valued fuzzy preference relations based on the geometric consistency
    Wan, Shuping
    Wang, Feng
    Dong, Jiuying
    INFORMATION FUSION, 2018, 40 : 87 - 100
  • [28] Minimum Adjustment-Based Consistency and Consensus Models for Group Decision Making with Interval Pairwise Comparison Matrices
    Zhang, Zhen
    Guo, Chonghui
    2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2016, : 1701 - 1708
  • [29] Consistent Matrices and Consistency Improvement in Decision-Making Processes
    Benitez, J.
    Delgado-Galvan, X.
    Izquierdo, J.
    Perez-Garcia, R.
    PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON ENGINEERING COMPUTATIONAL TECHNOLOGY, 2010, 94
  • [30] Group Decision Making Based on Acceptably Consistent Interval Multiplicative Preference Relations
    Zhang, Zhen
    Yu, Wenyu
    Guo, Chonghui
    KNOWLEDGE AND SYSTEMS SCIENCES, (KSS 2016), 2016, 660 : 165 - 174