Novel decision aid model for green supplier selection based on extended EDAS approach under pythagorean fuzzy Z-numbers

被引:12
|
作者
Ashraf, Shahzaib [1 ]
Abbasi, Shahzad Noor [1 ]
Naeem, Muhammad [2 ]
Eldin, Sayed M. M. [3 ]
机构
[1] Khwaja Fareed Univ Engn & Informat Technol, Rahim Yar Khan, Pakistan
[2] Umm Al Qura Univ, Dept Math, Deanship Appl Sci, Mecca, Saudi Arabia
[3] Future Univ Egypt, Fac Engn, Ctr Res, New Cairo, Egypt
关键词
pythagorean fuzzy z-number; pythagorean fuzzy z-number weighted arithmetic operator; pythagorean fuzzy z-number weighted geometric operator; decision making; EDAS method; AGGREGATION OPERATORS; METHODOLOGY;
D O I
10.3389/fenvs.2023.1137689
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The main objective of this study is to identify the green suppliers that would most effectively assist manufacturing producers in implementing green manufacturing production while including uncertainty and reliability in their decision-making. For this firstly, we justify and manifest the idea of Pythagorean Fuzzy Z-numbers (PyFZNs). It has significant implications for improving the effectiveness of decision-making processes in several theories of uncertainty. It can more flexibly explain real-world data and human cognition due to its capacity to express imprecise and reliable information. Thus it is a more accurate mathematical tool for addressing accuracy and uncertainty. Secondly, we defined the Pythagorean fuzzy Z-number arithmetic aggregation operators and geometric aggregation operators. Thirdly, based on the proposed operators and EDAS (Evaluation based on distance from average solution) approach, a fast decision model is designed to deal with the issue of multi-criteria decision-making. Finally, using PyFZN data we also provide a numerical example to demonstrate the usability of the created multicriteria decision-making (MDM) approach. Moreover, a case study also proves its efficacy.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Green Supplier Selection Mechanism Based on Information Environment of Z-Numbers
    Congjun Rao
    Mingyun Gao
    Mark Goh
    Xinping Xiao
    Cognitive Computation, 2023, 15 : 520 - 533
  • [2] Pythagorean Fuzzy Sets to Solve Z-Numbers in Decision-Making Model
    Jia, Qianlei
    Herrera-Viedma, Enrique
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31 (03) : 890 - 904
  • [3] Pythagorean Fuzzy Einstein Aggregation Operators with Z-Numbers: Application in Complex Decision Aid Systems
    Abbasi, Shahzad Noor
    Ashraf, Shahzaib
    Hameed, M. Shazib
    Eldin, Sayed M.
    CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2023, 137 (03): : 2795 - 2844
  • [4] Green Supplier Selection Mechanism Based on Information Environment of Z-Numbers
    Rao, Congjun
    Gao, Mingyun
    Goh, Mark
    Xiao, Xinping
    COGNITIVE COMPUTATION, 2023, 15 (02) : 520 - 533
  • [5] A New Methodology of Multicriteria Decision-Making in Supplier Selection Based on Z-Numbers
    Kang, Bingyi
    Hu, Yong
    Deng, Yong
    Zhou, Deyun
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2016, 2016
  • [6] An Integrated Multicriteria Group Decision-Making Approach for Green Supplier Selection Under Pythagorean Fuzzy Scenarios
    Zhou, Fang
    Chen, Ting-Yu
    IEEE ACCESS, 2020, 8 : 165216 - 165231
  • [7] An Extended Alternative Queuing Method with Linguistic Z-numbers and Its Application for Green Supplier Selection and Order Allocation
    Chun-Yan Duan
    Hu-Chen Liu
    Li-Jun Zhang
    Hua Shi
    International Journal of Fuzzy Systems, 2019, 21 : 2510 - 2523
  • [8] An Extended Alternative Queuing Method with Linguistic Z-numbers and Its Application for Green Supplier Selection and Order Allocation
    Duan, Chun-Yan
    Liu, Hu-Chen
    Zhang, Li-Jun
    Shi, Hua
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2019, 21 (08) : 2510 - 2523
  • [9] Fuzzy Rule Based Approach with Z-Numbers for Selection of Alternatives using TOPSIS
    Yaakob, Abdul Malek
    Gegov, Alexander
    2015 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2015), 2015,
  • [10] Dimensional Analysis under Pythagorean Fuzzy Approach for Supplier Selection
    Villa Silva, Aldo Joel
    Perez Dominguez, Luis Asuncion
    Martinez Gomez, Erwin
    Alvarado-Iniesta, Alejandro
    Perez Olguin, Ivan Juan Carlos
    SYMMETRY-BASEL, 2019, 11 (03):