Pythagorean fuzzy soft MCGDM methods based on TOPSIS, VIKOR and aggregation operators

被引:87
|
作者
Naeem, Khalid [1 ]
Riaz, Muhammad [2 ]
Peng, Xindong [3 ]
Afzal, Deeba [1 ]
机构
[1] Univ Lahore, Dept Math & Stat, Lahore, Pakistan
[2] Univ Punjab, Dept Math, Lahore, Pakistan
[3] Shaoguan Univ, Sch Informat Sci & Engn, Shaoguan, Guangdong, Peoples R China
关键词
Pythagorean fuzzy soft sets; linguistic variable; MCGDM; aggregation operator; TOPSIS; VIKOR; GROUP DECISION-MAKING; MEMBERSHIP GRADES; SET-THEORY; INFORMATION; TOPOLOGY; MECHANISM; CONSENSUS; MODEL; TRUST;
D O I
10.3233/JIFS-190905
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We study, in this paper, some notions related to Pythagorean fuzzy soft sets (PFSSs) along with their algebraic structures. We present operations on PFSSs and their peculiar characteristics and elaborate them with real life examples and tabular representation to develop the affluence of linguistic variables based on Pythagorean fuzzy soft (PFS) information. We present an application of PFSSs to the multi-criteria group decision-making (MCGDM) related to site selection, accompanied by Algorithm and flow chart. We develop PFS TOPSIS method and PFS VIKOR method as extensions of the TOPSIS (Technique for Order of Preference by Similarity to Ideal Solution) and VIKOR (Vlse Kriterijumska Optimizacija Kompromisno Resenje) respectively. Finally, we rendered an application in stock exchange investment problem and tackled it by both PFS TOPSIS and PFS VIKOR methods.
引用
收藏
页码:6937 / 6957
页数:21
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