A New Divergence Measure for Intuitionistic Fuzzy Matrices

被引:0
|
作者
Rani A. [1 ]
Tiwari P. [2 ]
Gupta P. [1 ]
机构
[1] Department of Statistics, Maharshi Dayanand University, Rohtak
[2] Delhi Institute of Advanced Studies, Delhi
来源
Informatica (Slovenia) | 2023年 / 47卷 / 08期
关键词
intuitionistic fuzzy divergence measure; intuitionistic fuzzy matrix; medical diagnosis; multi-criteria decision making;
D O I
10.31449/inf.v47i8.3638
中图分类号
学科分类号
摘要
Distance / similarity measures facilitate in decision-making by identifying the discrimination or similarity between two or more course of actions to identify the best decision. Data available in the real world may not be in a crisp format. Intuitionistic fuzzy matrices are applicable managing uncertainty and useful in decision making, relational equation, clustering, etc. To take decision the divergence between two intuitionistic fuzzy matrices identifies dissimilarity between matrices. This paper presents a new divergence measure for intuitionistic fuzzy matrices with the verification of its validity. The fundamental properties are demonstrated for the new intuitionistic fuzzy divergence measure. A technique to solve multi-criteria decision-making problems is developed by utilizing the proposed intuitionistic fuzzy divergence measure. Finally, application in the medical diagnosis of this intuitionistic fuzzy divergence measure to decision making is shown using real data. © 2023 Slovene Society Informatika. All rights reserved.
引用
收藏
页码:19 / 34
页数:15
相关论文
共 50 条
  • [11] A new similarity measure on intuitionistic fuzzy sets
    Yusoff, Binyamin
    Taib, Imran
    Abdullah, Lazim
    Wahab, Abd Fatah
    World Academy of Science, Engineering and Technology, 2011, 78 : 36 - 40
  • [12] Divergence Measures for Intuitionistic Fuzzy
    Montes, Ignacio
    Pal, Nikhil R.
    Janis, Vladimir
    Montes, Susana
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2015, 23 (02) : 444 - 456
  • [13] New Jensen–Shannon divergence measures for intuitionistic fuzzy sets with the construction of a parametric intuitionistic fuzzy TOPSIS
    Xinxing Wu
    Qian Liu
    Lantian Liu
    Miin-Shen Yang
    Xu Zhang
    Complex & Intelligent Systems, 2025, 11 (2)
  • [15] Ranking of intuitionistic fuzzy numbers by new distance measure
    Das, Debaroti
    De, P. K.
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (02) : 1099 - 1107
  • [16] New Generalized Intuitionistic Fuzzy Divergence Measure with Applications to Multi-Attribute Decision Making and Pattern Recognition
    Umar A.
    Saraswat R.N.
    Recent Advances in Computer Science and Communications, 2021, 14 (07): : 2247 - 2266
  • [17] Decomposition of Intuitionistic Fuzzy Matrices
    Muthuraji, T.
    Sriram, S.
    Murugadas, P.
    FUZZY INFORMATION AND ENGINEERING, 2016, 8 (03) : 345 - 354
  • [18] On the circulant intuitionistic fuzzy matrices
    Emam, E. G.
    SOFT COMPUTING, 2021, 25 (06) : 4621 - 4628
  • [19] An Operation on Intuitionistic Fuzzy Matrices
    Emam, E. G.
    FILOMAT, 2020, 34 (01) : 79 - 88
  • [20] Exponential Jensen intuitionistic fuzzy divergence measure with applications in medical investigation and pattern recognition
    Joshi, Rajesh
    Kumar, Satish
    SOFT COMPUTING, 2019, 23 (18) : 8995 - 9008