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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

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Publicly Funded

No
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Top 10%
Influence
Top 10%
Popularity
Top 10%

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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
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OpenCitations Citation Count
24

Source

Journal of Function Spaces

Volume

2022

Issue

Start Page

1

End Page

21
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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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7.01714844

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