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Einstein Aggregation Operators for Pythagorean Fuzzy Soft Sets With Their Application in Multiattribute Group Decision-Making

dc.contributor.author Iampan, Aiyared
dc.contributor.author Siddique, Imran
dc.contributor.author Jarad, Fahd
dc.contributor.author Hamed, Y. S.
dc.contributor.author Abualnaja, Khadijah M.
dc.contributor.author Zulqarnain, Rana Muhammad
dc.date.accessioned 2024-03-18T11:47:44Z
dc.date.accessioned 2025-09-18T15:45:07Z
dc.date.available 2024-03-18T11:47:44Z
dc.date.available 2025-09-18T15:45:07Z
dc.date.issued 2022
dc.description Zulqarnain, Rana Muhammad/0000-0002-2656-8679; Iampan, Aiyared/0000-0002-0475-3320; Hamed, Y. S./0000-0002-0365-0282 en_US
dc.description.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. en_US
dc.description.sponsorship Taif University, Taif, Saudi Arabia [TURSP-2020/217] en_US
dc.description.sponsorship This research was supported by the Taif University Researchers Supporting Project Number TURSP-2020/217, Taif University, Taif, Saudi Arabia. en_US
dc.identifier.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. en_US
dc.identifier.doi 10.1155/2022/1358675
dc.identifier.issn 2314-8896
dc.identifier.issn 2314-8888
dc.identifier.scopus 2-s2.0-85128450776
dc.identifier.uri https://doi.org/10.1155/2022/1358675
dc.identifier.uri https://hdl.handle.net/20.500.12416/14490
dc.language.iso en en_US
dc.publisher Wiley en_US
dc.relation.ispartof Journal of Function Spaces
dc.rights info:eu-repo/semantics/openAccess en_US
dc.title Einstein Aggregation Operators for Pythagorean Fuzzy Soft Sets With Their Application in Multiattribute Group Decision-Making en_US
dc.title Einstein Aggregation Operators for Pythagorean Fuzzy Soft Sets with Their Application in Multiattribute Group Decision-Making tr_TR
dc.type Article en_US
dspace.entity.type Publication
gdc.author.id Zulqarnain, Rana Muhammad/0000-0002-2656-8679
gdc.author.id Iampan, Aiyared/0000-0002-0475-3320
gdc.author.id Hamed, Y. S./0000-0002-0365-0282
gdc.author.scopusid 57221294066
gdc.author.scopusid 24436604100
gdc.author.scopusid 15622742900
gdc.author.scopusid 56524366100
gdc.author.scopusid 57207991954
gdc.author.scopusid 23992366700
gdc.author.wosid Zulqarnain, Dr. Rana/Aac-4876-2021
gdc.author.wosid Jarad, Fahd/T-8333-2018
gdc.author.wosid Hamed Hassanein, Yasser/Aad-7170-2022
gdc.author.wosid Siddique, Imran/Acg-3403-2022
gdc.author.wosid Abualnaja, Khadijah M./Afv-8226-2022
gdc.author.wosid Iampan, Aiyared/E-2668-2012
gdc.author.yokid 234808
gdc.bip.impulseclass C4
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gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial false
gdc.description.department Çankaya University en_US
gdc.description.departmenttemp [Zulqarnain, Rana Muhammad; Siddique, Imran] Univ Management & Technol, Dept Math, Sialkot Campus Lahore, Lahore, Pakistan; [Jarad, Fahd] Cankaya Univ, Dept Math, Ankara, Turkey; [Jarad, Fahd] China Med Univ, Dept Med Res, China Med Univ Hosp, Taichung, Taiwan; [Jarad, Fahd] King Abdulaziz Univ, Dept Math, Jeddah, Saudi Arabia; [Hamed, Y. S.; Abualnaja, Khadijah M.] Taif Univ, Coll Sci, Dept Math & Stat, POB 11099, Taif 21944, Saudi Arabia; [Iampan, Aiyared] Univ Phayao, Sch Sci, Dept Math, Mueang 56000, Phayao, Thailand en_US
gdc.description.endpage 21
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.startpage 1
gdc.description.volume 2022 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q1
gdc.identifier.openalex W4220671272
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gdc.oaire.keywords Intuitionistic Fuzzy Sets
gdc.oaire.keywords Artificial intelligence
gdc.oaire.keywords Social Sciences
gdc.oaire.keywords Geometry
gdc.oaire.keywords Mathematical Fuzzy Logic
gdc.oaire.keywords Group Decision Making
gdc.oaire.keywords Management Science and Operations Research
gdc.oaire.keywords Multi-Criteria Decision Making
gdc.oaire.keywords Decision Sciences
gdc.oaire.keywords Soft set
gdc.oaire.keywords Fuzzy Logic
gdc.oaire.keywords Fuzzy Logic and Residuated Lattices
gdc.oaire.keywords QA1-939
gdc.oaire.keywords FOS: Mathematics
gdc.oaire.keywords Pythagorean theorem
gdc.oaire.keywords Algebra over a field
gdc.oaire.keywords Application of Soft Set Theory in Decision Making
gdc.oaire.keywords Pure mathematics
gdc.oaire.keywords Computer science
gdc.oaire.keywords Fuzzy logic
gdc.oaire.keywords Computational Theory and Mathematics
gdc.oaire.keywords Mathematical physics
gdc.oaire.keywords Computer Science
gdc.oaire.keywords Physical Sciences
gdc.oaire.keywords Soft Set Theory
gdc.oaire.keywords Fuzzy set
gdc.oaire.keywords Einstein
gdc.oaire.keywords Mathematics
gdc.oaire.keywords Management decision making, including multiple objectives
gdc.oaire.keywords Decision theory
gdc.oaire.keywords Mathematical economics and fuzziness
gdc.oaire.popularity 2.1056865E-8
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gdc.oaire.sciencefields 02 engineering and technology
gdc.oaire.sciencefields 0202 electrical engineering, electronic engineering, information engineering
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gdc.virtual.author Jarad, Fahd
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