An Advanced Approach to Weighted Neutrosophic Soft Relations for Multi-Criteria Decision-Making for Apartment Selection, Macroeconomic Policy Evaluation and Water Quality Assessment

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dc.contributor.authorDas, Ajoy Kanti
dc.contributor.authorGupta, Nandini
dc.contributor.authorDas, Rajat
dc.contributor.authorKorkmaz, Esra
dc.contributor.authorBardhan, Ruhit
dc.contributor.authorChowdhury, Amit Bikram
dc.contributor.authorDas, Suman
dc.date.accessioned2026-07-01T11:39:15Z
dc.date.available2026-07-01T11:39:15Z
dc.date.issued2026
dc.departmentDüzce Üniversitesi
dc.description.abstractIn this study, we introduce the concept of Weighted Neutrosophic Soft Relations (WNSRs) and explore their theoretical foundations, including key definitions, essential properties, and fundamental operations. We construct the Cartesian product of Weighted Neutrosophic Soft Sets (WNSSs) and define a new class of WNSRs, forming a robust mathematical framework for practical implementation. Furthermore, we propose a novel Multi-Criteria Decision-Making Model (MCDMM) based on WNSRs, utilizing a weighted score function to enhance the consistency, reliability, and interpretability of decisions under uncertainty. The developed model enables decision-makers to integrate parameter-specific weights, thereby improving adaptability and precision in complex decision-making environments. To validate the proposed approach, a real-world Decision-Making Problem (DMP) is solved and compared with the existing Dalk & imath;l & imath;& cedil;c method. The comparative analysis demonstrates that our model surpasses previous approaches in terms of flexibility, accuracy, and stability. Additionally, its adjustable structure supports iterative refinements, ensuring optimal and rational decision outcomes. Overall, this research advances the field of multi-criteria decision-making (MCDM) by establishing a comprehensive theoretical and applied framework for WNSRs, offering a powerful tool to manage uncertainty across diverse application domains.
dc.identifier.doi10.5269/bspm.78965
dc.identifier.endpage27
dc.identifier.issn0037-8712
dc.identifier.issn2175-1188
dc.identifier.issue11
dc.identifier.startpage12
dc.identifier.urihttps://doi.org/10.5269/bspm.78965
dc.identifier.urihttps://hdl.handle.net/20.500.12684/23186
dc.identifier.volume44
dc.identifier.wosWOS:001747447500003
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherSoc Paranaense Matematica
dc.relation.ispartofBoletim Sociedade Paranaense de Matematica
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20260623
dc.subject[Keyword Not Available]
dc.titleAn Advanced Approach to Weighted Neutrosophic Soft Relations for Multi-Criteria Decision-Making for Apartment Selection, Macroeconomic Policy Evaluation and Water Quality Assessment
dc.typeArticle

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