A rational and consensual method for group decision making with interval-valued intuitionistic multiplicative preference relations

被引:16
|
作者
Meng, Fanyong [1 ,2 ]
Tang, Jie [2 ]
Javier Cabrerizo, Francisco [3 ]
Herrera-Viedma, Enrique [3 ]
机构
[1] Beijing Wuzi Univ, Sch Informat, Beijing 101149, Peoples R China
[2] Cent South Univ, Sch Business, Changsha 410083, Peoples R China
[3] Univ Granada, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain
基金
中国国家自然科学基金;
关键词
GDM; IVIMPR; Model; Consistency and consensus; CONSISTENCY ANALYSIS; MODELS;
D O I
10.1016/j.engappai.2020.103514
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Interval-valued intuitionistic multiplicative variables (IVIMVs) can conveniently and effectively represent the uncertain multiplicative preferred and non-preferred judgements of decision makers, this paper studies group decision making (GDM) with interval-valued intuitionistic multiplicative preference relations (IVIMPRs). To calculate the interval-valued intuitionistic multiplicative priority weight vector reasonably, a new consistency concept is introduced that satisfies robustness and upper triangular property. Following this concept, models to judge the consistency and obtain consistent IVIMPRs from inconsistent ones are constructed, respectively. To address the problem of incomplete preferences, consistency-based model to determine missing values is built. Furthermore, we study the consensus for GDM with IVIMPRs and provide a new consensus approach. When an acceptable consensus level is not achieved, an interactive and automatic adjustment method is applied to reach a better consensus level. Following discussion about consistency and consensus, an algorithm for GDM is offered that can address inconsistent and incomplete IVIMPRs. Finally, a practical problem about selecting the steel supplier is selected to show the application of the new method.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Optimization-based group decision making using interval-valued intuitionistic fuzzy preference relations
    Zhang, Zhiming
    Chen, Shyi-Ming
    [J]. INFORMATION SCIENCES, 2021, 561 : 352 - 370
  • [32] Interval-valued hesitant preference relations and their applications to group decision making
    Chen, Na
    Xu, Zeshui
    Xia, Meimei
    [J]. KNOWLEDGE-BASED SYSTEMS, 2013, 37 : 528 - 540
  • [33] A novel group decision making method for interval-valued pythagorean fuzzy preference relations
    Yang, Ziyu
    Zhang, Liyuan
    Li, Tao
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 42 (03) : 1655 - 1677
  • [34] A Group Decision Making Approach Based on Newly Defined Additively Consistent Interval-Valued Intuitionistic Preference Relations
    Junfeng Chu
    Xinwang Liu
    Liang Wang
    Yingming Wang
    [J]. International Journal of Fuzzy Systems, 2018, 20 : 1027 - 1046
  • [35] A Group Decision Making Approach Based on Newly Defined Additively Consistent Interval-Valued Intuitionistic Preference Relations
    Chu, Junfeng
    Liu, Xinwang
    Wang, Liang
    Wang, Yingming
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (03) : 1027 - 1046
  • [36] The Interval-Valued Intuitionistic Fuzzy MULTIMOORA Method for Group Decision Making in Engineering
    Zavadskas, Edmundas Kazimieras
    Antucheviciene, Jurgita
    Hajiagha, Seyed Hossein Razavi
    Hashemi, Shide Sadat
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [37] Decision making with interval-valued intuitionistic fuzzy preference relations based on additive consistency analysis
    Tang, Jie
    Meng, Fanyong
    Zhang, Yongliang
    [J]. INFORMATION SCIENCES, 2018, 467 : 115 - 134
  • [38] Group decision making with incomplete intuitionistic multiplicative preference relations
    Zhang, Zhiming
    Chen, Shyi-Ming
    Wang, Chao
    [J]. INFORMATION SCIENCES, 2020, 516 : 560 - 571
  • [39] A Group Decision Making Method with Interval-Valued Intuitionistic Fuzzy Preference Relations and Its Application in the Selection of Cloud Computing Vendors for SMEs
    Zhang, Shaolin
    Tang, Jie
    Meng, Fanyong
    Yuan, Ruiping
    [J]. INFORMATICA, 2021, 32 (01) : 163 - 193
  • [40] A Novel Approach to Group Decision-Making with Interval-Valued Intuitionistic Fuzzy Preference Relations via Shapley Value
    Han Zhou
    Xiyuan Ma
    Ligang Zhou
    Huayou Chen
    Weiran Ding
    [J]. International Journal of Fuzzy Systems, 2018, 20 : 1172 - 1187