Multicriteria decision-making using Archimedean aggregation operators in Pythagorean hesitant fuzzy environment

被引:27
|
作者
Sarkar, Arun [1 ]
Biswas, Animesh [1 ]
机构
[1] Univ Kalyani, Dept Math, Kalyani 741235, W Bengal, India
关键词
Archimedean t-conorm and; t-norm; hesitant fuzzy set; multicriteria decision-making; Pythagorean fuzzy set; weighted averaging operator; weighted geometric operator; PRIORITIZED OPERATORS; MEMBERSHIP GRADES; T-CONORM;
D O I
10.1002/int.22099
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In multicriteria decision-making (MCDM), the existing aggregation operators are mostly based on algebraic t-conorm and t-norm. But, Archimedean t-conorms and t-norms are the generalized forms of t-conorms and t-norms which include algebraic, Einstein, Hamacher, Frank, and other types of t-conorms and t-norms. From that view point, in this paper the concepts of Archimedean t-conorm and t-norm are introduced to aggregate Pythagorean hesitant fuzzy information. Some new operational laws for Pythagorean hesitant fuzzy numbers based on Archimedean t-conorm and t-norm have been proposed. Using those operational laws, Archimedean t-conorm and t-norm-based Pythagorean hesitant fuzzy weighted averaging operator and weighted geometric operator are developed. Some of their desirable properties have also been investigated. Afterwards, these operators are applied to solve MCDM problems in Pythagorean hesitant fuzzy environment. The developed Archimedean aggregation operators are also applicable in Pythagorean fuzzy contexts also. To demonstrate the validity, practicality, and effectiveness of the proposed method, a practical problem is considered, solved, and compared with other existing method.
引用
收藏
页码:1361 / 1386
页数:26
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