A Novel Approach to Decision-Making with Pythagorean Fuzzy Information

被引:98
|
作者
Naz, Sumera [1 ]
Ashraf, Samina [2 ]
Akram, Muhammad [1 ]
机构
[1] Univ Punjab, Dept Math, Quaid E Azam Campus, Lahore 54590, Pakistan
[2] Lahore Coll Women Univ, Qual Enhancement Cell, Lahore 54600, Pakistan
关键词
Pythagorean fuzzy graph; Pythagorean fuzzy preference relation; decision making; MEMBERSHIP GRADES; GRAPHS;
D O I
10.3390/math6060095
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
A Pythagorean fuzzy set (PFS) is a powerful tool for depicting fuzziness and uncertainty. This model is more flexible and practical as compared to an intuitionistic fuzzy model. This paper proposes a new graph, called Pythagorean fuzzy graph (PFG). We investigate some properties of our proposed graphs. We determine the degree and total degree of a vertex of PFGs. Furthermore, we present the concept of Pythagorean fuzzy preference relations (PFPRs). In particular, we solve decision-making problems, including evaluation of hospitals, partner selection in supply chain management, and electronic learning main factors evaluation by using PFGs.
引用
收藏
页数:28
相关论文
共 50 条
  • [41] Pythagorean probabilistic hesitant fuzzy aggregation operators and their application in decision-making
    Batool, Bushra
    Abdullah, Saleem
    Ashraf, Shahzaib
    Ahmad, Mumtaz
    KYBERNETES, 2022, 51 (04) : 1626 - 1652
  • [42] Novel Decision Making Methodology under Pythagorean Probabilistic Hesitant Fuzzy Einstein Aggregation Information
    Ashraf, Shahzaib
    Batool, Bushra
    Naeem, Muhammad
    CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2023, 136 (02): : 1785 - 1811
  • [43] A Novel Method for Multiattribute Decision Making with Interval-Valued Pythagorean Fuzzy Linguistic Information
    Du, Yuqin
    Hou, Fujun
    Zafar, Wasif
    Yu, Qian
    Zhai, Yubing
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2017, 32 (10) : 1085 - 1112
  • [44] Pythagorean Dombi fuzzy aggregation operators with application in multicriteria decision-making
    Akram, Muhammad
    Dudek, Wieslaw A.
    Dar, Jawaria Mohsan
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (11) : 3000 - 3019
  • [45] A parametric likelihood measure with beta distributions for Pythagorean fuzzy decision-making
    Tsao, Chueh-Yung
    Chen, Ting-Yu
    NEURAL COMPUTING & APPLICATIONS, 2022, 34 (16): : 13757 - 13806
  • [46] Multicriteria decision-making method under the complex Pythagorean fuzzy environment
    Khan, Madad
    Ul Haq, Inam
    Zeeshan, Muhammad
    Anis, Saima
    Bilal, Muhammad
    DECISION, 2022, 49 (04) : 415 - 434
  • [47] The differential measure for Pythagorean fuzzy multiple criteria group decision-making
    Sharaf, Iman Mohamad
    COMPLEX & INTELLIGENT SYSTEMS, 2023, 9 (03) : 3333 - 3354
  • [48] A parametric likelihood measure with beta distributions for Pythagorean fuzzy decision-making
    Chueh-Yung Tsao
    Ting-Yu Chen
    Neural Computing and Applications, 2022, 34 : 13757 - 13806
  • [49] Pythagorean fuzzy preference relations and their applications in group decision-making systems
    Mandal, Prasenjit
    Ranadive, A. S.
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2019, 34 (07) : 1700 - 1717
  • [50] Decision-making strategy based on Archimedean Bonferroni mean operators under complex Pythagorean fuzzy information
    Harish Garg
    Yong Deng
    Zeeshan Ali
    Tahir Mahmood
    Computational and Applied Mathematics, 2022, 41