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
  • [21] Multi-criteria group decision-making based on frank aggregation operators under Pythagorean cubic fuzzy sets
    Muhammad Rahim
    [J]. Granular Computing, 2023, 8 : 1429 - 1449
  • [22] Pythagorean fuzzy multi-criteria decision making method based on CODAS with new score function
    Peng, Xindong
    Ma, Xueling
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (03) : 3307 - 3318
  • [23] Q-Multi Cubic Pythagorean Fuzzy Sets and Their Correlation Coefficients for Multi-Criteria Group Decision Making
    Almasabi, Safa Hussain
    Alsager, Kholood Mohammad
    [J]. SYMMETRY-BASEL, 2023, 15 (11):
  • [24] A hybrid multi-criteria decision-making framework of EWM-BWM-TODIM based on Linguistic Pythagorean fuzzy environment
    Fan, Jianping
    Wang, Min
    Wu, Meiqin
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (05) : 7205 - 7220
  • [25] Generalized Pythagorean Fuzzy Information Aggregation operators for Multi-criteria Decision Making
    Wang, Yanjun
    Wang, Lidong
    Sangaiah, Arun Kumar
    [J]. 2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2017,
  • [26] EVALUATION OF GROUP DECISION MAKING BASED ON GROUP PREFERENCES UNDER A MULTI-CRITERIA ENVIRONMENT
    Wu, Wenshuai
    Xu, Zeshui
    Kou, Gang
    [J]. TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2020, 26 (06) : 1187 - 1212
  • [27] Multi-Criteria Decision-Making with Novel Pythagorean Fuzzy Aggregation Operators
    Al-Shamiri, Mohammed M.
    Ismail, Rashad
    Qurashi, Saqib Mazher
    Dilawar, Fareeha
    Shami, Faria Ahmed
    [J]. JOURNAL OF MATHEMATICS, 2023, 2023
  • [28] A Hybrid Method for Pythagorean Fuzzy Multiple-Criteria Decision Making
    Zeng, Shouzhen
    Chen, Jianping
    Li, Xingsen
    [J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2016, 15 (02) : 403 - 422
  • [29] Evaluation of Cloud Services: A Fuzzy Multi-Criteria Group Decision Making Method
    Wibowo, Santoso
    Deng, Hepu
    Xu, Wei
    [J]. ALGORITHMS, 2016, 9 (04):
  • [30] A Fermatean Fuzzy ELECTRE Method for Multi-Criteria Group Decision-Making
    Zhou, Li-Ping
    Wan, Shu-Ping
    Dong, Jiu-Ying
    [J]. INFORMATICA, 2022, 33 (01) : 181 - 224