Intuitionistic fuzzy credibility Dombi aggregation operators and their application of railway train selection in Pakistan

被引:4
作者
Qiyas, Muhammad [1 ]
Khan, Neelam [1 ]
Naeem, Muhammad [2 ]
Abdullah, Saleem [1 ]
机构
[1] Abdul Wali Khan Univ Mardan, Dept Math, Mardan, KP, Pakistan
[2] Umm Al Qura Univ, Dept Math, Appl Sci, Mecca, Saudi Arabia
来源
AIMS MATHEMATICS | 2023年 / 8卷 / 03期
关键词
credibility number; intuitionistic fuzzy credibility number; Dombi operation; aggregation operators; DECISION-MAKING; ENTROPY; MODEL; SETS;
D O I
10.3934/math.2023329
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The degree of credibility of the fuzzy assessment value demonstrates its significance and necessity in the fuzzy decision making problem. The fuzzy assessment values should be closely related to their credibility measures in order to increase the credibility levels and degrees of fuzzy assessment values. This will increase the abundance and the credibility of the assessment information. As a new extension of the intuitionistic fuzzy concept, this study suggests the idea of an intuitionistic fuzzy credibility number (IFCN). So, based on Dombi norms, we proposed some new operational laws for intuitionistic fuzzy credibility numbers. Different intuitionistic fuzzy credibility aggregation operators are defined using Dombi t-norm and t-conorm operations. i.e., intuitionistic fuzzy credibility Dombi weighted averaging (IFCDWA), intuitionistic fuzzy credibility Dombi ordered weighted averaging (IFCDOWA), intuitionistic fuzzy credibility Dombi hybrid weighted averaging (IFCDHWA) operators. Next, we defined multiple criteria group decisions (MCGDM) approach. To ensure that their results are reliable and applicable, we also gave an example of railway train selection and discussed comparative result analysis.
引用
收藏
页码:6520 / 6542
页数:23
相关论文
共 32 条
  • [1] MORE ON INTUITIONISTIC FUZZY-SETS
    ATANASSOV, KT
    [J]. FUZZY SETS AND SYSTEMS, 1989, 33 (01) : 37 - 45
  • [2] Fuzzy Vikor Application for Learning Management Systems Evaluation in Higher Education
    Ayouni, Sarra
    Menzli, Leila Jamel
    Hajjej, Fahima
    Madeh, Mohamed
    Al-Otaibi, Shaha
    [J]. INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY EDUCATION, 2021, 17 (02) : 17 - 35
  • [3] Multi-criteria trapezoidal valued intuitionistic fuzzy decision making with Choquet integral based TOPSIS
    Beg I.
    Rashid T.
    [J]. OPSEARCH, 2014, 51 (1) : 98 - 129
  • [4] A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method
    Boran, Fatih Emre
    Genc, Serkan
    Kurt, Mustafa
    Akay, Diyar
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (08) : 11363 - 11368
  • [5] An application of intuitionistic fuzzy sets in medical diagnosis
    De, SK
    Biswas, R
    Roy, AR
    [J]. FUZZY SETS AND SYSTEMS, 2001, 117 (02) : 209 - 213
  • [7] A New Generalized Pythagorean Fuzzy Information Aggregation Using Einstein Operations and Its Application to Decision Making
    Garg, Harish
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2016, 31 (09) : 886 - 920
  • [8] On the entropy for Atanassov's intuitionistic fuzzy sets: An interpretation from the perspective of amount of knowledge
    Guo, Kaihong
    Song, Qi
    [J]. APPLIED SOFT COMPUTING, 2014, 24 : 328 - 340
  • [9] Failure Mode and Effect Analysis Using T-Spherical Fuzzy Maximizing Deviation and Combined Comparison Solution Methods
    Huang, Guangquan
    Xiao, Liming
    Pedrycz, Witold
    Zhang, Genbao
    Martinez, Luis
    [J]. IEEE TRANSACTIONS ON RELIABILITY, 2023, 72 (02) : 552 - 573
  • [10] Design alternative assessment and selection: A novel Z-cloud rough number-based BWM-MABAC model
    Huang, Guangquan
    Xiao, Liming
    Pedrycz, Witold
    Pamucar, Dragan
    Zhang, Genbao
    Martinez, Luis
    [J]. INFORMATION SCIENCES, 2022, 603 : 149 - 189