About: Modifications of Differential Evolution with Composite Trial Vector Generation Strategies

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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	Differential evolution algorithm with composite trial vector generation strategies and control parameters has been proposed recently. The performance of this algorithm is claimed to be better or competitive in comparison with the state-of-the-art variants of differential evolution. When we attempted to implement the algorithm according to the published description, several modified variants appear to follow the description of the algorithm. These variants of the algorithm were compared experimentally in benchmark problems. One of newly proposed variants outperforms the other variants significantly, including the variant used by the authors of the algorithm in their published experimental comparison. Differential evolution algorithm with composite trial vector generation strategies and control parameters has been proposed recently. The performance of this algorithm is claimed to be better or competitive in comparison with the state-of-the-art variants of differential evolution. When we attempted to implement the algorithm according to the published description, several modified variants appear to follow the description of the algorithm. These variants of the algorithm were compared experimentally in benchmark problems. One of newly proposed variants outperforms the other variants significantly, including the variant used by the authors of the algorithm in their published experimental comparison. (en)
Title	Modifications of Differential Evolution with Composite Trial Vector Generation Strategies Modifications of Differential Evolution with Composite Trial Vector Generation Strategies (en)
skos:prefLabel	Modifications of Differential Evolution with Composite Trial Vector Generation Strategies Modifications of Differential Evolution with Composite Trial Vector Generation Strategies (en)
skos:notation	RIV/61988987:17610/13:A13014L0!RIV13-MSM-17610___
http://linked.open...avai/predkladatel	Centrum excelence IT4Innovations, divize OU, Ústav pro výzkum a aplikace fuzzy modelování
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(ED1.1.00/02.0070), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Tvrdík, Josef
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ostravská univerzita v Ostravě / Centrum excelence IT4Innovations, divize OU, Ústav pro výzkum a aplikace fuzzy modelování
http://linked.open...dnocenehoVysledku	89169
http://linked.open...ai/riv/idVysledku	RIV/61988987:17610/13:A13014L0
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Single-objective optimization; differential evolution; performance; experimental comparison (en)
http://linked.open.../riv/klicoveSlovo	Single-objective optimization experimental comparison differential evolution performance
http://linked.open...ontrolniKodProRIV	[1FB576E0E837]
http://linked.open...v/mistoKonaniAkce	Ostrava
http://linked.open...i/riv/nazevZdroje	7th International Conference SOCO'12
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	IT4Innovations Centre of Excellence
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Tvrdík, Josef
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000312974600012
http://linked.open.../riv/zahajeniAkce	2012-09-05 (xsd:date)
issn	2194-5357
number of pages	10 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-32921-0
http://localhost/t...ganizacniJednotka	17610

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