A Hybrid Method for Multi-Criteria Group Decision Making under Pythagorean Fuzzy Environment

被引:4
|
作者
Singh, Yograj [1 ]
Bisht, Dinesh C. S. [1 ]
机构
[1] Jaypee Inst Informat Technol, Dept Math, Noida, India
来源
关键词
Pythagorean fuzzy set; ELECTRE; 1; VIKOR; multicriteria decision-making; multicriteria group decision-making; MEMBERSHIP GRADES; ENTROPY; SETS; RANKING; TOPSIS;
D O I
10.1080/02286203.2021.1983079
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Fuzzy set theory has an important role in the evolution of multicriteria decision-making methods. Different kinds of fuzzy sets are used to handle different kind of uncertain situations. In this work, we have proposed a hybrid method to overcome the shortcomings of ELimination Et Choice Translating Reality 1 (ELECTRE 1), decision-making method by incorporating steps borrowed from VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) method in Pythagorean fuzzy environment. ELECTRE 1 is easy to use and simple in calculations, but it is an outranking method, thereby it is not capable to rank all the alternatives. This method only provides ranking of few alternatives while ignoring the ranking of rest of the considered alternatives. In real-life scenario, sometimes ranking of all the considered alternatives may be required to make appropriate decisions. Therefore, to serve this facility in ELECTRE 1, we have proposed a hybrid method that combines the steps from ELECTRE 1 and VIKOR methods in Pythagorean fuzzy environment. Additionally, the proposed method considers a group of decision makers while calculating weights of different criteria accordingly. The proposed method is also implemented on a real-world problem.
引用
收藏
页码:376 / 384
页数:9
相关论文
共 50 条
  • [1] Multi-criteria decision making in Pythagorean fuzzy environment
    Fei, Liguo
    Deng, Yong
    [J]. APPLIED INTELLIGENCE, 2020, 50 (02) : 537 - 561
  • [2] Multi-criteria decision making in Pythagorean fuzzy environment
    Liguo Fei
    Yong Deng
    [J]. Applied Intelligence, 2020, 50 : 537 - 561
  • [3] Multi-criteria group decision making with Pythagorean fuzzy soft topology
    Riaz, Muhammad
    Naeem, Khalid
    Aslam, Muhammad
    Afzal, Deeba
    Almandi, Fuad Ali Ahmed
    Jamal, Sajjad Shaukat
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (05) : 6703 - 6720
  • [4] Multi-criteria group decision making based on graph neural networks in Pythagorean fuzzy environment
    Meng, Zhenhua
    Lin, Rongheng
    Wu, Budan
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2024, 242
  • [5] Multi-criteria group decision making based on ELECTRE I method in Pythagorean fuzzy information
    Muhammad Akram
    Farwa Ilyas
    Harish Garg
    [J]. Soft Computing, 2020, 24 : 3425 - 3453
  • [6] Pythagorean fuzzy TODIM approach to multi-criteria decision making
    Ren, Peijia
    Xu, Zeshui
    Gou, Xunjie
    [J]. APPLIED SOFT COMPUTING, 2016, 42 : 246 - 259
  • [7] Pythagorean Fuzzy Multi-Criteria Decision Making Method Based on Multiparametric Similarity Measure
    Xindong Peng
    Huiyong Yuan
    [J]. Cognitive Computation, 2021, 13 : 466 - 484
  • [8] Pythagorean Fuzzy Multi-Criteria Decision Making Method Based on Multiparametric Similarity Measure
    Peng, Xindong
    Yuan, Huiyong
    [J]. COGNITIVE COMPUTATION, 2021, 13 (02) : 466 - 484
  • [9] Multi-criteria group decision-making method based on total distance and BWM with spatial information in Hesitant Pythagorean fuzzy environment
    Wang, Jia-Li
    Jiang, Wen-Qi
    Tao, Xi-Wen
    Yang, Shan-Shan
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (06) : 12279 - 12299
  • [10] An automatic ranking approach for multi-criteria group decision making under intuitionistic fuzzy environment
    Shen, Feng
    Xu, Jiuping
    Xu, Zeshui
    [J]. FUZZY OPTIMIZATION AND DECISION MAKING, 2015, 14 (03) : 311 - 334