Novel MCGDM with q-rung orthopair fuzzy soft sets and TOPSIS approach under q-Rung orthopair fuzzy soft topology

被引:18
|
作者
Hamid, Muhammad Tahir [1 ]
Riaz, Muhammad [2 ]
Afzal, Deeba [1 ]
机构
[1] Univ Lahore, Dept Math & Stat, Lahore, Pakistan
[2] Univ Punjab, Dept Math, Lahore, Pakistan
关键词
q-rung orthopair fuzzy soft sets; MCGDM; aggregation operator; TOPSIS; VIKOR; PYTHAGOREAN MEMBERSHIP GRADES; DECISION-MAKING;
D O I
10.3233/JIFS-192195
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 study some concepts related to q-rung orthopair fuzzy soft sets (q-ROFS sets), together with their algebraic structure. We present operations on q-ROFSSs and their specific properties and elaborate them with real-life examples and tabular representations to develop influx of linguistic variables based on q-rung orthopair fuzzy soft (q-ROFS) information. We present an application of q-ROFS sets to multi-criteria group decision-making (MCGDM) process related to the university choice, accompanied by algorithm and flowchart. We develop q-ROFS TOPSIS method and q-ROFS VIKOR method as extensions of TOPSIS (a technique for ordering preference through the ideal solution) and VIKOR (Vlse Kriterijumska Optimizacija Kompromisno Resenje), respectively. Finally, we tackle a problem of construction business utilizing q-ROFS TOPSIS and q-ROFS VIKOR methods.
引用
收藏
页码:3853 / 3871
页数:19
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