Evidence map›Paper›PMID 38734743›Full record

ArticleScientific reports2024

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

Muhammad Azeem, Ayesha Ilyas, Jawad Ali, Madiha Ghamkhar, Muhammad I Syam

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Muhammad AzeemDepartment of Mathematics and Statistics, University of Agriculture, Faisalabad, 38000, Pakistan.
Ayesha IlyasDepartment of Mathematics and Statistics, University of Agriculture, Faisalabad, 38000, Pakistan.
Jawad AliInstitute of Numerical Sciences, Kohat University of Science and Technology, Kohat, KPK, Pakistan.
Madiha GhamkharDepartment of Mathematics and Statistics, University of Agriculture, Faisalabad, 38000, Pakistan.
Muhammad I SyamDepartment of Mathematical Sciences, United Arab Emirates University, P. O. Box 15551, Al-Ain, UAE. m.syam@uaeu.ac.ae.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

Aggregation operatorsMAGDMr-s-t-spherical fuzzy setTrigonometric operations

Identifiers

PMID38734743
PMCPMC11088690

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.