Fermatean fuzzy weighted averaging/geometric operators and its application in multi-criteria decision-making methods

被引:268
|
作者
Senapati, Tapan [1 ]
Yager, Ronald R. [2 ]
机构
[1] Vidyasagar Univ, Dept Appl Math, Oceanol & Comp Programming, Midnapore 721102, India
[2] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10801 USA
关键词
Fermatean fuzzy set; FFWA operator; FFWG operator; FFWPA operator; FFWPG operator; Multi-criteria decision-making; PYTHAGOREAN MEMBERSHIP GRADES; AGGREGATION OPERATORS; NUMBERS; OPERATIONS;
D O I
10.1016/j.engappai.2019.05.012
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fermatean fuzzy sets (FFSs), proposed by Senapati and Yager (0000), can handle uncertain information more easily in the process of decision making. They defined basic operations over the Fermatean fuzzy sets. Here we shall introduce four new weighted aggregated operators, namely, Fermatean fuzzy weighted average (FFWA) operator, Fermatean fuzzy weighted geometric (FFWG) operator, Fermatean fuzzy weighted power average (FFWPA) operator, Fermatean fuzzy weighted power geometric (FFWPG) operator over Fermatean fuzzy sets. We discuss their corresponding desirable properties in details. In addition, we shall give some conditions to examine the correctness regarding the defined operations. Then, we propose an approach for MCDM problem in light of new operators under Fermatean fuzzy condition. At last, a viable case for picking the specific spots for home construction is given to check the created approach and to show its practicability and viability.
引用
收藏
页码:112 / 121
页数:10
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