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An application of Artificial Neural Network solution in the apparel industry for Job distribution to subcontractors

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dc.contributor.authorKARATEPE MUMCU, YELDA
dc.contributor.authorKAYAR, MAHMUT
dc.contributor.authorsKaratepe Mumcu Y., Kayar M., Bulur Ö. C.
dc.date.accessioned2022-11-01T07:46:50Z
dc.date.accessioned2026-01-11T19:10:24Z
dc.date.available2022-11-01T07:46:50Z
dc.date.issued2022-10-01
dc.description.abstractIn this study, the results of the work distribution made with the TOPSIS method, which is frequently used in the distribution of work to the subcontractor workshops, were estimated using the Artificial Neural Networks Method (ANN). Here, the C* values used in the work distribution with the TOPSIS method were estimated by ANN. The correlation coefficient of the data obtained from the created model was found to be 99.99895% for learning. According to the results, it has been concluded that work distribution can be made by using the ANN method without making complex mathematical calculations in the distribution of work to the contract workshops.
dc.identifier.citationKaratepe Mumcu Y., Kayar M., Bulur Ö. C. , "An application of Artificial Neural Network solution in the apparel industry for Job distribution to subcontractors", ADVANCES IN ENGINEERING SOFTWARE, cilt.174, ss.2-7, 2022
dc.identifier.doi10.1016/j.advengsoft.2022.103325
dc.identifier.endpage7
dc.identifier.issn0965-9978
dc.identifier.startpage2
dc.identifier.urihttps://www.sciencedirect.com/science/article/pii/S0965997822002265?dgcid=author#!
dc.identifier.urihttps://hdl.handle.net/11424/282761
dc.identifier.volume174
dc.language.isoeng
dc.relation.ispartofADVANCES IN ENGINEERING SOFTWARE
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectMühendislik ve Teknoloji
dc.subjectEngineering and Technology
dc.subjectMühendislik, Bilişim ve Teknoloji (ENG)
dc.subjectEngineering, Computing & Technology (ENG)
dc.titleAn application of Artificial Neural Network solution in the apparel industry for Job distribution to subcontractors
dc.typearticle
dspace.entity.typePublication

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