On Pythagorean fuzzy soft matrices, operations and their applications in decision making and medical diagnosis

被引:66
|
作者
Guleria, Abhishek [1 ]
Bajaj, Rakesh Kumar [1 ]
机构
[1] Jaypee Univ Informat Technol, Dept Math, Solan 173234, Himachal Prades, India
关键词
Pythagorean fuzzy soft set; Pythagorean fuzzy soft matrix; Decision making; Medical diagnosis; SIMILARITY MEASURE; SETS;
D O I
10.1007/s00500-018-3419-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the present communication, we introduce Pythagorean fuzzy soft matrix and its various possible types. Some binary operations and various properties over the matrices are also being defined with their proof of validity. Further, the Pythagorean fuzzy soft matrices have been taken into account for proposing a new algorithm for decision making by using choice matrix and weighted choice matrix. In addition to this, an algorithm for medical diagnosis problem by making use of score matrix and utility matrix has also been proposed. Numerical examples for each of the applications have been successfully illustrated. A comparative analysis with other existing methods has also been carried out.
引用
收藏
页码:7889 / 7900
页数:12
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