A new modeling of electrical resistivity properties of ZnFe alloys using genetic programming

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dc.authorscopusid6602960310
dc.authorscopusid53878463600
dc.contributor.authorKarahan, I.H.
dc.contributor.authorOzdemir, R.
dc.date.accessioned2024-09-19T15:41:32Z
dc.date.available2024-09-19T15:41:32Z
dc.date.issued2010
dc.departmentHatay Mustafa Kemal Ãœniversitesien_US
dc.description.abstractThe electrical resistivity of electrodeposited Zn1-xFex alloys has been formulated as a function of temperature between the 10 and 330 K for an iron concentration x from 4 to 39 using Genetic Programming (GP) as a new tool. There are no well established formulations for predicting electrical resistivity properties of electrodeposited alloys related to film composition, electrodeposition bath composition and corrosion potential. Therefore, the objective of this paper is to develop robust formulations based on the experimental data and to verify the use of GP for generating the formulations for electrical resistivity of electrodeposited ZnFe alloys. To generate databases for the electrical resistivity formulations, training and testing sets in total of 260 samples were selected at different temperatures and ratios of components. The training and testing sets consisted of randomly selected 208 and 52 for the electrical resistivity. The paper showed that the GP based formulation appeared to be in line with the experimental data and was found to be quite reliable.en_US
dc.identifier.endpage815en_US
dc.identifier.issn1842-6573
dc.identifier.issue6en_US
dc.identifier.scopus2-s2.0-80054897289en_US
dc.identifier.scopusqualityQ4en_US
dc.identifier.startpage812en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12483/14316
dc.identifier.volume4en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherNational Institute of Optoelectronicsen_US
dc.relation.ispartofOptoelectronics and Advanced Materials, Rapid Communicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAlloysen_US
dc.subjectArtificial intelligenceen_US
dc.subjectElectrical resistivityen_US
dc.subjectElectrodepositionen_US
dc.subjectMetal and metallic alloysen_US
dc.titleA new modeling of electrical resistivity properties of ZnFe alloys using genetic programmingen_US
dc.typeArticleen_US

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