Prioritized Aggregation Operators for Intuitionistic Fuzzy Information Based on Aczel-Alsina T-Norm and T-Conorm and Their Applications in Group Decision-Making

被引:25
作者
Sarfraz, Mehwish [1 ]
Ullah, Kifayat [1 ]
Akram, Maria [1 ]
Pamucar, Dragan [2 ]
Bozanic, Darko [3 ]
机构
[1] Riphah Int Univ, Dept Math, Lahore Campus, Lahore 54000, Pakistan
[2] Univ Belgrade, Fac Org Sci, Dept Operat Res & Stat, Belgrade 11000, Serbia
[3] Univ Def Belgrade, Mil Acad, Belgrade 11000, Serbia
来源
SYMMETRY-BASEL | 2022年 / 14卷 / 12期
关键词
intuitionistic fuzzy set; Aczel-Alsina t-norm; decision-making; prioritized aggregation operators; MODEL;
D O I
10.3390/sym14122655
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In multi-attribute group decision-making (MAGDM) problems, prioritization is sometimes important. Several techniques and methods have been introduced in fuzzy systems to use prioritization. The main purpose of this paper is to propose prioritized aggregation operators (AOs) for intuitionistic fuzzy (IF) information. These AOs are symmetric in nature and are based on the novel Aczel-Alsina t-norm and t-conorm. Herein, we propose IF-prioritized Aczel-Alsina averaging (IFPAAA) and IF-prioritized Aczel-Alsina geometric (IFPAAG) operators. It is shown that these AOs satisfy the basic features of aggregation. Some additional results for these AOs are also investigated. These proposed operators can capture the prioritization phenomenon among the aggregated arguments, and the weights for prioritization are obtained from expert information. Finally, the proposed AOs are used in an MAGDM problem where a doctor is selected for a hospital. A comparison of the proposed prioritized AOs is also established with other well-known AOs to show the significance of the IFPAAA and IFPAAG operators.
引用
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页数:21
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