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
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