Extracting the dielectric constant of materials using ABC-based ANNs and NRW algorithms

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dc.authoridOZTURK, Turgut/0000-0002-0749-5849
dc.contributor.authorOzturk, Turgut
dc.contributor.authorElhawil, Amna
dc.contributor.authorDugenci, Muharrem
dc.contributor.authorUnal, Ilhami
dc.contributor.authorUluer, Ihsan
dc.date.accessioned2024-09-29T16:02:44Z
dc.date.available2024-09-29T16:02:44Z
dc.date.issued2016
dc.departmentKarabük Üniversitesien_US
dc.description.abstractFive different Nicolson-Ross-Weir (NRW) extracting techniques are used to extract the dielectric constants of Teflon, Rexolite, Glass (borosilicate and soda-lime), Paper, and Ultralam 3850HT from S-parameters. The results of these extraction techniques are used to train the Artificial Neural Networks. In order to improve the accuracy of the results, the weights of ANNs are calculated using artificial bee colony estimation method. The results are compared with that obtained using NRW, Newton-Raphson, and genetic algorithm. The obtained results indicate that the proposed model gives good extracted parameters as compared with the previously published results.en_US
dc.description.sponsorshipKarabuk University [KBU-BAP-14/2-DR-008]en_US
dc.description.sponsorshipThis work was supported by the Research Fund of the Karabuk University [grant number KBU-BAP-14/2-DR-008].en_US
dc.identifier.doi10.1080/09205071.2016.1215266
dc.identifier.endpage1799en_US
dc.identifier.issn0920-5071
dc.identifier.issn1569-3937
dc.identifier.issue13en_US
dc.identifier.scopus2-s2.0-84981272302en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage1785en_US
dc.identifier.urihttps://doi.org/10.1080/09205071.2016.1215266
dc.identifier.urihttps://hdl.handle.net/20.500.14619/5692
dc.identifier.volume30en_US
dc.identifier.wosWOS:000382887600012en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTaylor & Francis Ltden_US
dc.relation.ispartofJournal of Electromagnetic Waves and Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFree space measurementen_US
dc.subjectartificial bee colonyen_US
dc.subjectdielectric constanten_US
dc.subjectNRW techniqueen_US
dc.subjectNewton-Raphson methoden_US
dc.titleExtracting the dielectric constant of materials using ABC-based ANNs and NRW algorithmsen_US
dc.typeArticleen_US

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