A group decision-making algorithm considering interaction and feedback mechanisms for dynamic supplier selection under q-rung orthopair fuzzy information

被引:6
|
作者
Yang, Zaoli [1 ]
Zhang, Tingting [1 ]
Ahmad, Salman [2 ]
Gupta, Shivam [3 ]
机构
[1] Beijing Univ Technol, Coll Econ & Management, 100 Pingleyuan, Beijing 100124, Peoples R China
[2] Univ West Scotland, Sch Business & Creat Ind, Ayr, Scotland
[3] NEOMA Business Sch, Dept Informat Syst Supply Chain Management & Deci, Reims, France
关键词
dynamic supplier selection; interaction and feedback mechanism; multicriteria group decision-making; q-rung orthopair fuzzy set; MUIRHEAD MEAN OPERATORS; AGGREGATION OPERATORS; MODEL; CONSENSUS; CRITERIA; NETWORK; TOPSIS; SETS;
D O I
10.1002/int.22860
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Supplier selection is vital for enterprises to operate stably and achieve and sustain a competitive advantage. However, from the initial establishment to the gradual development and maturity of the enterprise, the supplier selection criteria change dynamically, and decision-makers are hardly in agreement in each stage, which creates challenges for enterprises when choosing suitable suppliers. As such, this paper proposes a multicriteria group decision-making method based on an interaction and feedback mechanism (IFM) and q-rung orthopair fuzzy sets theory. We introduce an IFM to achieve consensus among different decision-makers. We then develop the q-rung orthopair fuzzy weighted partitioned Bonferroni mean (q-ROFWPBM) operator to address the aggregation problem of dynamic multicriteria. A group decision-making algorithm combining the IFM and q-ROFWPBM operator is proposed to analyze the Hongxing Erke supplier selection. The results show that the proposed method can not only account for large differences of opinion among decision-makers during group decision-making but also consider the dynamic changes of supplier selection criteria in different stages of enterprise development and help enterprises choose suppliers suitable for their own development characteristics.
引用
收藏
页码:6729 / 6772
页数:44
相关论文
共 50 条
  • [1] Group decision-making framework under linguistic q-rung orthopair fuzzy Einstein models
    Akram, Muhammad
    Naz, Sumera
    Edalatpanah, S. A.
    Mehreen, Rida
    SOFT COMPUTING, 2021, 25 (15) : 10309 - 10334
  • [2] A q-rung orthopair fuzzy multi-criteria group decision making method for supplier selection based on a novel distance measure
    Pinar, Adem
    Boran, Fatih Emre
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2020, 11 (08) : 1749 - 1780
  • [3] Group decision making with incomplete q-rung orthopair fuzzy preference relations
    Zhang, Zhiming
    Chen, Shyi-Ming
    INFORMATION SCIENCES, 2021, 553 : 376 - 396
  • [4] A Novel Approach for Green Supplier Selection under a q-Rung Orthopair Fuzzy Environment
    Wang, Rui
    Li, Yanlai
    SYMMETRY-BASEL, 2018, 10 (12):
  • [5] Emergency Decision-Making Based on q-Rung Orthopair Fuzzy Rough Aggregation Information
    Khoshaim, Ahmed B.
    Abdullah, Saleem
    Ashraf, Shahzaib
    Naeem, Muhammad
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 69 (03): : 4077 - 4094
  • [6] Cognitively Inspired Group Decision-Making with Linguistic q-Rung Orthopair Fuzzy Preference Relations
    Li, Tao
    Zhang, Liyuan
    COGNITIVE COMPUTATION, 2023, 15 (06) : 2216 - 2231
  • [7] A novel multicriteria decision-making approach with unknown weight information under q-rung orthopair fuzzy environment
    Zhang, Runtong
    Zhao, Butian
    Xing, Yuping
    Bai, Kaiyuan
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 36 (12) : 7309 - 7339
  • [8] Protraction of Einstein operators for decision-making under q-rung orthopair fuzzy model
    Akram, Muhammad
    Shahzadi, Gulfam
    Shahzadi, Sundas
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (03) : 4779 - 4798
  • [9] ALGEBRAIC STRUCTURES OF Q-RUNG ORTHOPAIR FUZZY RELATIONS WITH APPLICATIONS IN DECISION-MAKING
    Shabir, Muhammad
    Ayub, Saba
    Gul, Rizwan
    Ali, Muhammad irfan
    MATHEMATICAL FOUNDATIONS OF COMPUTING, 2024,
  • [10] Group Decision-Making Using Complex q-Rung Orthopair Fuzzy Bonferroni Mean
    Liu, Peide
    Ali, Zeeshan
    Mahmood, Tahir
    Hassan, Nasruddin
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2020, 13 (01) : 822 - 851