Decision-Making Approach under Pythagorean Fuzzy Yager Weighted Operators

被引:65
|
作者
Shahzadi, Gulfam [1 ]
Akram, Muhammad [1 ]
Al-Kenani, Ahmad N. [2 ]
机构
[1] Univ Punjab, Dept Math, New Campus, Lahore 54590, Pakistan
[2] King Abdulaziz Univ, Fac Sci, Dept Math, POB 80219, Jeddah 21589, Saudi Arabia
关键词
Yager operators; aggregation operators; arithmetic; geometric; decision-making; AGGREGATION OPERATORS; FUNDAMENTAL PROPERTIES; MEMBERSHIP GRADES; TOPSIS;
D O I
10.3390/math8010070
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In fuzzy set theory, t-norms and t-conorms are fundamental binary operators. Yager proposed respective parametric families of both t-norms and t-conorms. In this paper, we apply these operators for the analysis of Pythagorean fuzzy sets. For this purpose, we introduce six families of aggregation operators named Pythagorean fuzzy Yager weighted averaging aggregation, Pythagorean fuzzy Yager ordered weighted averaging aggregation, Pythagorean fuzzy Yager hybrid weighted averaging aggregation, Pythagorean fuzzy Yager weighted geometric aggregation, Pythagorean fuzzy Yager ordered weighted geometric aggregation and Pythagorean fuzzy Yager hybrid weighted geometric aggregation. These tools inherit the operational advantages of the Yager parametric families. They enable us to study two multi-attribute decision-making problems. Ultimately we can choose the best option by comparison of the aggregate outputs through score values. We show this procedure with two practical fully developed examples.
引用
收藏
页数:20
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