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dc.contributor.authorDimirovski, Georgi M.
dc.contributor.authorJing, Yuan-Wei
dc.date.accessioned2014-11-29T19:48:37Z
dc.date.available2014-11-29T19:48:37Z
dc.date.issued2002
dc.identifier.citationDIMIROVSKI, G. M., JING, Y. W. (2002). Kolmogorov networks and process characteristic input-output modes decomposition. 1st International IEEE Symposium on Intelligent Systems, Volume I, IEEE, pp.59-66. https://dx.doi.org/10.1109/IS.2002.1044229en_US
dc.identifier.isbn0-7803-7134-8
dc.identifier.other7509053 (INSPEC)
dc.identifier.other000180818600011 (WOS)
dc.identifier.urihttps://dx.doi.org/10.1109/IS.2002.1044229
dc.identifier.urihttps://hdl.handle.net/11376/704
dc.description.abstractIn the past decades, representation models have been developed both via math-analytical and computational-intelligence approaches. This challenge to system sciences goes on because it involves essentially the mathematical approximation theory. Recently a comparison study via the input-output view in the time domain has been carried out. That is, an analytical decomposition representation of complex MIMO thermal processes relative to the neural-network approximation representations based on Kolmogorov's theorem. The main findings resulting out of this study are presented. These provide a novel insight as well as highlight the efficiency and robustness of fairly simple industrial digital controls, designed and implemented in the past, inherited from model approximation employed.en_US
dc.description.sponsorshipIEEE Control Syst Soc; IEEE Instrumentat & Measurement Soc; IEEE Reg 8; Auckland Univ Technol, Knowledge Engn & Discovery Res Inst; IEE IM CS SMC Joint Chapter Bulgaria; IEEE Sect Bulgaria; ICT Dev Agcy; EUNITEen_US
dc.language.isoengen_US
dc.publisherIEEEen_US
dc.identifier.doi10.1109/IS.2002.1044229en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectNeural Networksen_US
dc.subjectControl-Systemsen_US
dc.subjectVariablesen_US
dc.subjectBackpropagationen_US
dc.subjectRepresentationen_US
dc.subjectSuperpositionsen_US
dc.subjectRealizationen_US
dc.subjectPatternsen_US
dc.subjectVectorsen_US
dc.subjectTheoremen_US
dc.subjectApproximation Modelsen_US
dc.subjectCharacteristic Input-Output Modesen_US
dc.subjectComplex Systemsen_US
dc.subjectInfinite Matricesen_US
dc.titleKolmogorov networks and process characteristic input-output modes decompositionen_US
dc.typeconferenceObjecten_US
dc.relation.journal1st International IEEE Symposium on Intelligent Systemsen_US
dc.departmentDoğuş Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.identifier.volume1en_US
dc.identifier.startpage59en_US
dc.identifier.endpage66en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.institutionauthorDimirovski, Georgi M.


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