DECISION MAKING IN MEDICAL INVESTIGATIONS USING NEW DIVERGENCE MEASURES FOR INTUITIONISTIC FUZZY SETS

被引:0
|
作者
Srivastava, A. [1 ]
Maheshwari, S. [1 ]
机构
[1] Jaypee Inst Informat Technol, Dept Math, Noida, Uttar Pradesh, India
来源
IRANIAN JOURNAL OF FUZZY SYSTEMS | 2016年 / 13卷 / 01期
关键词
Fuzzy Sets; Intuitionistic Fuzzy sets; Divergence measure; Medical diagnosis; DISTANCE;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In recent times, intuitionistic fuzzy sets introduced by Atanassov has been one of the most powerful and flexible approaches for dealing with complex and uncertain situations of real world. In particular, the concept of divergence between intuitionistic fuzzy sets is important since it has applications in various areas such as image segmentation, decision making, medical diagnosis, pattern recognition and many more. The aim of this paper is to introduce a new divergence measure for Atanassov's intuitionistic fuzzy sets (AIFS). The properties of the proposed divergence measure have been studied and the findings are applied in medical diagnosis of some diseases with a common set of symptoms.
引用
收藏
页码:25 / 44
页数:20
相关论文
共 50 条
  • [1] A note on decision making in medical investigations using new divergence measures for intuitionistic fuzzy sets
    Li, Y. F.
    He, X. X.
    IRANIAN JOURNAL OF FUZZY SYSTEMS, 2019, 16 (05): : 29 - 31
  • [2] Using intuitionistic fuzzy sets in group decision making
    Szmidt, E
    Kacprzyk, J
    CONTROL AND CYBERNETICS, 2002, 31 (04): : 1037 - 1053
  • [3] New Divergence and Entropy Measures for Intuitionistic Fuzzy Sets on Edge Detection
    Mohd Dilshad Ansari
    Arunodaya Raj Mishra
    Farhina Tabassum Ansari
    International Journal of Fuzzy Systems, 2018, 20 : 474 - 487
  • [4] New Divergence and Entropy Measures for Intuitionistic Fuzzy Sets on Edge Detection
    Ansari, Mohd Dilshad
    Mishra, Arunodaya Raj
    Ansari, Farhina Tabassum
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2018, 20 (02) : 474 - 487
  • [5] STUDY ON DIVERGENCE MEASURES FOR INTUITIONISTIC FUZZY SETS AND ITS APPLICATION IN MEDICAL DIAGNOSIS
    Maheshwari, Shikha
    Srivastava, Amit
    JOURNAL OF APPLIED ANALYSIS AND COMPUTATION, 2016, 6 (03): : 772 - 789
  • [6] Divergence measures for circular intuitionistic fuzzy sets and their applications
    Khan, Muhammad Jabir
    Kumam, Wiyada
    Alreshidi, Nasser Aedh
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 116
  • [7] Divergence-based cross entropy and uncertainty measures of Atanassov's intuitionistic fuzzy sets with their application in decision making
    Song, Yafei
    Fu, Qiang
    Wang, Yi-Fei
    Wang, Xiaodan
    APPLIED SOFT COMPUTING, 2019, 84
  • [8] New Jensen-Shannon divergence measures for intuitionistic fuzzy sets with the construction of a parametric intuitionistic fuzzy TOPSIS
    Wu, Xinxing
    Liu, Qian
    Liu, Lantian
    Yang, Miin-Shen
    Zhang, Xu
    COMPLEX & INTELLIGENT SYSTEMS, 2025, 11 (02)
  • [9] Entropy measures for Atanassov intuitionistic fuzzy sets based on divergence
    Montes, Ignacio
    Pal, Nikhil R.
    Montes, Susana
    SOFT COMPUTING, 2018, 22 (15) : 5051 - 5071
  • [10] Entropy measures for Atanassov intuitionistic fuzzy sets based on divergence
    Ignacio Montes
    Nikhil R. Pal
    Susana Montes
    Soft Computing, 2018, 22 : 5051 - 5071