Group decision-making algorithm with sine trigonometric r,s,t-spherical fuzzy aggregation operators and their application

被引:1
作者
Azeem, Muhammad [1 ]
Ilyas, Ayesha [1 ]
Ali, Jawad [2 ]
Ghamkhar, Madiha [1 ]
Syam, Muhammad I. [3 ]
机构
[1] Univ Agr Faisalabad, Dept Math & Stat, Faisalabad 38000, Pakistan
[2] Kohat Univ Sci & Technol, Inst Numer Sci, Kohat, KPK, Pakistan
[3] United Arab Emirates Univ, Dept Math Sci, POB 15551, Al Ain, U Arab Emirates
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
r-s-t-spherical fuzzy set; Trigonometric operations; Aggregation operators; MAGDM;
D O I
10.1038/s41598-024-61382-y
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
r, s, t-spherical fuzzy (r, s, t-SPF) sets provide a robust framework for managing uncertainties in decision-making, surpassing other fuzzy sets in their ability to accommodate diverse uncertainties through the incorporation of flexible parameters r, s, and t. Considering these characteristics, this article explores sine trigonometric laws to enhance the applicability and theoretical foundation for r, s, t-SPF setting. Following these laws, several aggregation operators (AOs) are designed for aggregation of the r, s, t-SPF data. Meanwhile, the desired characteristics and relationships of these operators are studied under sine trigonometric functions. Furthermore, we build a group decision-making algorithm for addressing multiple attribute group decision-making (MAGDM) problems using the developed AOs. To exemplify the applicability of the proposed algorithm, we address a practical example regarding laptop selection. Finally, parameter analysis and a comprehensive comparison with existing operators are conducted to uncover the superiority and validity of the presented AOs.
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页数:14
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