New exponential operational laws and their aggregation operators for interval-valued Pythagorean fuzzy multicriteria decision-making

被引:159
作者
Garg, Harish [1 ]
机构
[1] Thapar Inst Engn & Technol Deemed Univ, Sch Math, Patiala 147004, Punjab, India
关键词
Pythagorean fuzzy numbers; interval-valued Pythagorean fuzzy numbers; exponential operational law; aggregation operator; multicriteria decision-making; MEMBERSHIP GRADES; SETS; INFORMATION; NUMBERS; TOPSIS;
D O I
10.1002/int.21966
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article, we define two new exponential operational laws about the interval-valued Pythagorean fuzzy set (IVPFS) and their corresponding aggregation operators. However, the exponential parameters (weights) of all the existing operational laws of IVPFSs are crisp values in IVPFS decision-making problems. As a supplement, this paper first introduces new exponential operational laws of IVPFS, where bases are crisp values or interval numbers and exponents are interval-valued Pythagorean fuzzy numbers. The prominent characteristic of these proposed operations is studied. Based on these laws, we develop some new weighted aggregation operators, namely the interval-valued Pythagorean fuzzy weighted exponential averaging operator and the dual interval-valued Pythagorean fuzzy weighted exponential averaging. Finally, a decision-making approach is presented based on these operators and illustrated with some numerical examples to validate the developed approach.
引用
收藏
页码:653 / 683
页数:31
相关论文
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