A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment

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dc.contributor.authorEnginoğlu, Serdar
dc.contributor.authorMemiş, Samet
dc.contributor.authorKaraaslan, Faruk
dc.date.accessioned2025-05-29T05:38:33Z
dc.date.available2025-05-29T05:38:33Z
dc.date.issued2019
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.descriptionFBA-2018-1367
dc.description.abstractTOPSIS, developed in 1981 by Hwang and Yoon, is one of the known multi-criteria decision-making (MCDM) methods. In 2015, the group decision-making method based on TOPSIS under fuzzy soft environment was defined and applied to a decision-making problem by Eraslan and Karaaslan. Recently, this method has been configured by Enginoğlu and Memiş via fuzzy parameterized fuzzy soft matrices (fpfs-matrices), faithfully to the original, because a more general form is needed for the method in the event that the parameters have uncertainties. However, the configured method has two drawbacks which affect its running time and the ranking order negatively. We, in this study, improve this method by removing the disadvantages. We then compare the running time of these algorithms. The results show that the new method outperforms it, in particular, a large number of data come into question. For example, the proposed method offers up to 97.7672% of time advantage for ten objects and 9000 parameters. Afterwards, we apply the new method to a performance-based value assignment to seven state-of-art filters used in image denoising, so that we can order them in terms of performance. Finally, we discuss the need for further research.
dc.description.sponsorshipÇanakkale Onsekiz Mart University
dc.identifier.endpage52
dc.identifier.issn1304-7981
dc.identifier.issue2
dc.identifier.startpage42
dc.identifier.urihttps://hdl.handle.net/20.500.12428/31886
dc.identifier.volume8
dc.language.isoen
dc.publisherTokat Gaziosmanpasa University
dc.relation.ispartofJournal of New Results in Science
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_DergiPark_20250529
dc.subjectFuzzy sets
dc.subjectSoft sets
dc.subjectSoft decision-making
dc.subjectSoft matrices
dc.subjectfpfs-matrices
dc.titleA New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment
dc.typeResearch Article

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