About: Genetically Modified GMDH Method with Cloning

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	MOdifikovaný GMDH algoritmus využívající selekci převzatou z genetických algoritmů pro generování neuronů GMDH sítě. (cs) The GMDH MIA algorithm is modified by the use of the selection procedure from genetic algorithms and including cloning of the best neurons generated to get even lesser errors. The selection procedure finds parents for a new neuron among already existing neurons according to fitness and with some probability also from network inputs. The essence of cloning is a slight modification of parameters of copies of the best neuron, i.e. a neuron with the largest fitness. The genetically modified GMDH network with cloning (GMC GMDH) can outperform other powerful methods. It is demonstrated on some tasks from the Machine Learning Repository. The GMDH MIA algorithm is modified by the use of the selection procedure from genetic algorithms and including cloning of the best neurons generated to get even lesser errors. The selection procedure finds parents for a new neuron among already existing neurons according to fitness and with some probability also from network inputs. The essence of cloning is a slight modification of parameters of copies of the best neuron, i.e. a neuron with the largest fitness. The genetically modified GMDH network with cloning (GMC GMDH) can outperform other powerful methods. It is demonstrated on some tasks from the Machine Learning Repository. (en)
Title	Genetically Modified GMDH Method with Cloning Genetically Modified GMDH Method with Cloning (en) Geneticky modifikovaná GMDH metoda s klonováním (cs)
skos:prefLabel	Genetically Modified GMDH Method with Cloning Genetically Modified GMDH Method with Cloning (en) Geneticky modifikovaná GMDH metoda s klonováním (cs)
skos:notation	RIV/68407700:21460/07:12135259!RIV08-MSM-21460___
http://linked.open.../vavai/riv/strany	29;37
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(1M0567), Z(AV0Z10300504), Z(MSM6840770012)
http://linked.open...iv/cisloPeriodika	0
http://linked.open...vai/riv/dodaniDat	2008
http://linked.open...aciTvurceVysledku	Jiřina, Marcel
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta biomedicínského inženýrství
http://linked.open...dnocenehoVysledku	423151
http://linked.open...ai/riv/idVysledku	RIV/68407700:21460/07:12135259
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	GMDH; cloning; genetic algorithm (en)
http://linked.open.../riv/klicoveSlovo	genetic algorithm GMDH cloning
http://linked.open...odStatuVydavatele	MX - Spojené státy mexické
http://linked.open...ontrolniKodProRIV	[C03A6E8BA532]
http://linked.open...i/riv/nazevZdroje	Research in Computing Science
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre for Applied Cybernetics
http://linked.open...UplatneniVysledku	2007
http://linked.open...v/svazekPeriodika	28
http://linked.open...iv/tvurceVysledku	Jiřina, Marcel Jiřina, M.
http://linked.open...n/vavai/riv/zamer	Informatika pro informační společnost: modely, algoritmy, aplikace Transdisciplinární výzkum v oblasti biomedicínského inženýrství II
issn	1870-4069
number of pages	9 (xsd:int)
http://localhost/t...ganizacniJednotka	21460

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