Einstein Aggregation Operators for Pythagorean Fuzzy Soft Sets With Their Application in Multiattribute Group Decision-Making
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Date
2022
Journal Title
Journal ISSN
Volume Title
Publisher
Wiley
Open Access Color
GOLD
Green Open Access
No
OpenAIRE Downloads
OpenAIRE Views
Publicly Funded
No
Abstract
The Pythagorean fuzzy soft set (PFSS) is the most proficient and manipulative leeway of the Pythagorean fuzzy set (PFS), which contracts with parameterized values of the alternatives. It is a generalized form of the intuitionistic fuzzy soft set (IFSS), which provides healthier and more accurate evaluations through decision-making (DM). The main determination of this research is to prolong the idea of Einstein's aggregation operators for PFSS. We introduce the Einstein operational laws for Pythagorean fuzzy soft numbers (PFSNs). Based on Einstein operational laws, we construct two novel aggregation operators (AOs) such as Pythagorean fuzzy soft Einstein-weighted averaging (PFSEWA) and Pythagorean fuzzy soft Einstein-weighted geometric (PFSEWG) operators. In addition, important possessions of proposed operators, such as idempotency, boundedness, and homogeneity, are discussed. Furthermore, to validate the practicability of the anticipated operators, a multiple attribute group decision-making (MAGDM) method is developed. We intend innovative AOs considering the Einstein norms for PFSS to elect the most subtle business. Pythagorean fuzzy soft numbers (PFSNs) support us to signify unclear data in real-world perception. Furthermore, a numerical description is planned to certify the efficacy and usability of the projected method in the DM practice. The recent approach's pragmatism, usefulness, and tractability are validated through comparative exploration with the support of some prevalent studies.
Description
Zulqarnain, Rana Muhammad/0000-0002-2656-8679; Iampan, Aiyared/0000-0002-0475-3320; Hamed, Y. S./0000-0002-0365-0282
Keywords
Intuitionistic Fuzzy Sets, Artificial intelligence, Social Sciences, Geometry, Mathematical Fuzzy Logic, Group Decision Making, Management Science and Operations Research, Multi-Criteria Decision Making, Decision Sciences, Soft set, Fuzzy Logic, Fuzzy Logic and Residuated Lattices, QA1-939, FOS: Mathematics, Pythagorean theorem, Algebra over a field, Application of Soft Set Theory in Decision Making, Pure mathematics, Computer science, Fuzzy logic, Computational Theory and Mathematics, Mathematical physics, Computer Science, Physical Sciences, Soft Set Theory, Fuzzy set, Einstein, Mathematics, Management decision making, including multiple objectives, Decision theory, Mathematical economics and fuzziness
Fields of Science
02 engineering and technology, 0202 electrical engineering, electronic engineering, information engineering
Citation
Zulqarnain, Rana Muhammad;...et.al. (2022). "Einstein Aggregation Operators for Pythagorean Fuzzy Soft Sets with Their Application in Multiattribute Group Decision-Making", Journal of Function Spaces, Vol.2022, pp.1-21.
WoS Q
Q1
Scopus Q
Q1

OpenCitations Citation Count
24
Source
Journal of Function Spaces
Volume
2022
Issue
Start Page
1
End Page
21
PlumX Metrics
Citations
Scopus : 33
Captures
Mendeley Readers : 20
SCOPUS™ Citations
36
checked on Feb 24, 2026
Web of Science™ Citations
35
checked on Feb 24, 2026
Page Views
3
checked on Feb 24, 2026
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