A Generalisation of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising

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dc.contributor.authorEnginoğlu, Serdar
dc.contributor.authorMemiş, Samet
dc.contributor.authorÇağman, Naim
dc.date.accessioned2025-01-27T18:59:14Z
dc.date.available2025-01-27T18:59:14Z
dc.date.issued2019
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.description.abstractLatterly, the fuzzy soft max-min decision-making method denoted by FSMmDM and provided in [Çağman, N., Engino?lu, S., Fuzzy soft matrix theory and its application in decision making, Iranian Journal of Fuzzy Systems, 2012, 9(1), 109-119] has been configured via fuzzy parameterized fuzzy soft matrices (-matrices) by Enginoğlu and Memiş [A configuration of some soft decision-making algorithms via-matrices, Cumhuriyet Science Journal, 2018, 39(4), 871-881], faithfully to the original. Although this configured method denoted by CE12 and constructed by and-product/or-product (CE12a/CE12o) is useful in decision-making, the method should be made more attractive in terms of time and complexity in the event that a large amount of data is processed. In this paper, we propose two algorithms denoted by EMC19a and EMC19o and being new generalisations of FSMmDM. Moreover, we prove that EMC19a accept CE12a as a special case in the event that the first rows of the-matrices are binary. Afterwards, we compare the running times of these algorithms. The results show that EMC19a and EMC19o outperform CE12a and CE12o, respectively, in any number of data. We then apply EMC19o to a decision-making problem in image denoising. Finally, we discuss the need for further research. © 2019, TUBITAK. All rights reserved.
dc.description.sponsorshipOffice of Scientific Research Projects Coordination at Çanakkale Onsekiz Mart University, (FBA-2018-1367)
dc.identifier.doi10.31202/ecjse.551487
dc.identifier.endpage481
dc.identifier.issn2148-3736
dc.identifier.issue3
dc.identifier.scopus2-s2.0-85095946463
dc.identifier.scopusqualityQ4
dc.identifier.startpage466
dc.identifier.trdizinid386582
dc.identifier.urihttps://doi.org/10.31202/ecjse.551487
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/386582
dc.identifier.urihttps://hdl.handle.net/20.500.12428/13198
dc.identifier.volume6
dc.indekslendigikaynakScopus
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.publisherTUBITAK
dc.relation.ispartofEl-Cezeri Journal of Science and Engineering
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_Scopus_20250125
dc.subjectFuzzy sets; soft decision-making; soft matrices; soft sets
dc.titleA Generalisation of Fuzzy Soft Max-Min Decision-Making Method and Its Application to a Performance-Based Value Assignment in Image Denoising
dc.title.alternativeBulanık Esnek Maks-Min Karar Verme Metodunun Bir Genelleştirmesi ve Gürültü Kaldırmada Performans Temelli Değer Atamaya Uygulaması
dc.typeArticle

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