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
  • [41] A comparative study for consistency-based decision making with interval multiplicative preference relations
    Meng, Fanyong
    Tang, Jie
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2020, 49 (04) : 400 - 437
  • [42] METHOD FOR WEIGHTS CALCULATION BASED ON INTERVAL MULTIPLICATIVE PAIRWISE COMPARISON MATRIX IN DECISION-MAKING MODELS
    Nedashkovskaya, N., I
    RADIO ELECTRONICS COMPUTER SCIENCE CONTROL, 2022, (03) : 155 - 167
  • [43] Reaching consensus in group decision making with non-reciprocal pairwise comparison matrices
    Liu, Fang
    Liu, Tong
    Hu, Yuan-Kai
    APPLIED INTELLIGENCE, 2023, 53 (10) : 12888 - 12907
  • [44] L-R geometric consistency definition of triangular multiplicative preference relation in group decision making
    Wan, Shuping
    Cheng, Xianjuan
    Chen, Changxiong
    Dong, Jiuying
    FUZZY SETS AND SYSTEMS, 2021, 409 (409) : 85 - 113
  • [45] Consistency analysis and group decision making based on triangular fuzzy additive reciprocal preference relations
    Wang, Zhou-Jing
    Tong, Xiayu
    INFORMATION SCIENCES, 2016, 361 : 29 - 47
  • [46] Group decision-making model with incomplete fuzzy preference relations based on additive consistency
    Herrera-Viedma, Enrique
    Chiclana, Francisco
    Herrera, Francisco
    Alonso, Sergio
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2007, 37 (01): : 176 - 189
  • [47] An approach to group decision making based on interval multiplicative and fuzzy preference relations by using projection
    Xu, Gai-li
    Liu, Fang
    APPLIED MATHEMATICAL MODELLING, 2013, 37 (06) : 3929 - 3943
  • [48] Consistency-index-driven group decision making under the environment of triangular fuzzy numbers
    Liu, Fang
    Huang, Caixia
    Liu, Tong
    SOFT COMPUTING, 2021, 25 (03) : 2069 - 2083
  • [49] A novel group decision-making method for incomplete interval-valued intuitionistic multiplicative linguistic preference relations
    Li, Tao
    Zhang, Liyuan
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 149
  • [50] FAIR CONSISTENCY EVALUATION FOR RECIPROCAL RELATIONS AND IN GROUP DECISION MAKING
    Fedrizzi, Michele
    Brunelli, Matteo
    NEW MATHEMATICS AND NATURAL COMPUTATION, 2009, 5 (02) : 407 - 420