Fractional Order Model Identification of Receptor-Ligand Complexes Formation by Equivalent Electrical Circuit Modeling

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dc.authoridAlagoz, Baris Baykant/0000-0001-5238-6433
dc.authoridTepljakov, Aleksei/0000-0002-7158-8484
dc.authoridPetlenkov, Eduard/0000-0003-2167-6280
dc.authoridKuznetsov, Aleksei/0000-0002-9239-8276
dc.authoridYeroglu, Celaleddin/0000-0002-6106-2374
dc.authoridATES, Abdullah/0000-0002-4236-6794
dc.authorwosidAlagoz, Baris Baykant/ABG-8526-2020
dc.authorwosidTepljakov, Aleksei/F-1632-2017
dc.authorwosidPetlenkov, Eduard/G-5537-2017
dc.authorwosidATES, Abdullah/V-6929-2018
dc.contributor.authorAtes, Abdullah
dc.contributor.authorAlagoz, Bans Baykant
dc.contributor.authorTepljakov, Aleksei
dc.contributor.authorPetlenkov, Eduard
dc.contributor.authorYeroglu, Celaledddin
dc.contributor.authorKuznetsov, Aleksei
dc.contributor.authorSobolev, Innokenti
dc.date.accessioned2024-08-04T20:46:54Z
dc.date.available2024-08-04T20:46:54Z
dc.date.issued2019
dc.departmentİnönü Üniversitesien_US
dc.descriptionInternational Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 21-22, 2019 -- Inonu Univ, Malatya, TURKEYen_US
dc.description.abstractIn this study, relevant time resolved kinetic system is modeled according to linear fractional order model structure under the electrical circuit model assumption. The data, which were obtained from receptor ligand, are very noisy. Particularly, the unstable flowing of liquids around surfaces leads to irregular mass-transfer between the layers of reagent near the surface. Current flow of equivalent electric circuit modeling resembles overall mass flow and accumulation on surface corresponds to charge collection in capacitance. Thus, the charging and discharging process of fractional order capacitor can be used to represent accumulation and relaxation mechanisms of the receptor ligand complexes formation by using Stochastic Multi-parameter Divergence Optimization (SMDO) method. Meanwhile, error function that is comparison between model output with real output is used as an objective function for optimization of the fractional order model parameters.en_US
dc.description.sponsorshipIEEE Turkey Sect,Anatolian Sci,Inonu Univ, Comp Sci Dept,Inonu Univ, Muhendisli Fakultesien_US
dc.description.sponsorshipCOST (European Cooperation in Science and Technology) [CA15225]en_US
dc.description.sponsorshipThis article is based upon work from COST Action CA15225 a network supported by COST (European Cooperation in Science and Technology).en_US
dc.identifier.doi10.1109/idap.2019.8875913
dc.identifier.scopus2-s2.0-85074881112en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/idap.2019.8875913
dc.identifier.urihttps://hdl.handle.net/11616/99033
dc.identifier.wosWOS:000591781100043en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIeeeen_US
dc.relation.ispartof2019 International Conference on Artificial Intelligence and Data Processing (Idap 2019)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectReceptor liganden_US
dc.subjectfractionalen_US
dc.subjectmodel identificationen_US
dc.subjectoptimizationen_US
dc.subjectSMDOen_US
dc.titleFractional Order Model Identification of Receptor-Ligand Complexes Formation by Equivalent Electrical Circuit Modelingen_US
dc.typeConference Objecten_US

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