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dc.contributor.authorDimirovski, Georgi M.
dc.contributor.authorJing, Yuan-Wei
dc.date.accessioned2014-07-17T16:40:11Z
dc.date.available2014-07-17T16:40:11Z
dc.date.issued2003
dc.identifier.citationDIMIROVSKI, G. M., JING, Y. (2003). Comparative analysis of Kolmogorov ANN and process characteristic input-output modes. Istanbul University Journal of Electrical and Electronics Engineering, 3(1), 745-758. ss.en_US
dc.identifier.issn1303-0914
dc.identifier.urihttp://hdl.handle.net/11376/347
dc.description.abstractIn the past decades, representation models of dynamical processes have been developed via both traditional math-analytical and less traditional computational-intelligence approaches. This challenge to system sciences goes on because essentially involves the mathematical approximation theory. A comparison study based on cybernetic input-output view in the time domain on complex dynamical processes has been carried out. An analytical decomposition representation of complex multi-input-multi-output thermal processes is set relative to the neural-network approximation representations, and shown that theoretical background of both emanates from Kolmogorov's theorem. The findings provided a new insight as well as highlighted the efficiency and robustness of fairly simple industrial digital controls, designed and implemented in the past, inherited from input-output decomposition model approximation employed.en_US
dc.language.isoengen_US
dc.publisherİstanbul Üniversitesien_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectApproximation Methoden_US
dc.subjectArtificial Neural Networken_US
dc.subjectComparative Analysisen_US
dc.subjectDynamical Processen_US
dc.subjectInfinite Matrixen_US
dc.subjectKolmogorov Equationen_US
dc.subjectInput-Output Analysisen_US
dc.subjectYaklaşım Yöntemien_US
dc.subjectGirdi-Çıktı Analizien_US
dc.subjectYapay Sinir Ağlarıen_US
dc.subjectKarşılaştırmalı Analizen_US
dc.subjectDinamik Süreçen_US
dc.subjectSonsuz Matrisen_US
dc.subjectKolmogorov Denklemien_US
dc.titleComparative analysis of Kolmogorov ANN and process characteristic input-output modesen_US
dc.typearticleen_US
dc.relation.journalIstanbul University Journal of Electrical and Electronics Engineeringen_US
dc.contributor.departmentDoğuş Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.identifier.volume3en_US
dc.identifier.issue1en_US
dc.identifier.startpage745en_US
dc.identifier.endpage758en_US


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