About: Competitive Differential Evolution Algorithm in Comparison with Other Adaptive Variants

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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	The differential evolution algorithm using competitive adaptation was compared experimentally with the state-of-the-art adaptive versions of differential evolution on CEC2005 benchmark functions. The results of experiments show that the performance of the algorithm with competitive adaptation is comparable with the state-of-the-art algorithms, outperformed only by CoDE and JADE algorithms in this test. A modification of competitive differential evolution preferring successful strategy for a longer period of search was also investigated. Such modification brings no improvement and the standard setting of the competition recommended in previous papers is suitable for applications. The differential evolution algorithm using competitive adaptation was compared experimentally with the state-of-the-art adaptive versions of differential evolution on CEC2005 benchmark functions. The results of experiments show that the performance of the algorithm with competitive adaptation is comparable with the state-of-the-art algorithms, outperformed only by CoDE and JADE algorithms in this test. A modification of competitive differential evolution preferring successful strategy for a longer period of search was also investigated. Such modification brings no improvement and the standard setting of the competition recommended in previous papers is suitable for applications. (en)
Title	Competitive Differential Evolution Algorithm in Comparison with Other Adaptive Variants Competitive Differential Evolution Algorithm in Comparison with Other Adaptive Variants (en)
skos:prefLabel	Competitive Differential Evolution Algorithm in Comparison with Other Adaptive Variants Competitive Differential Evolution Algorithm in Comparison with Other Adaptive Variants (en)
skos:notation	RIV/61988987:17610/13:A13014L9!RIV13-MSM-17610___
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 Poláková, Radka
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	66405
http://linked.open...ai/riv/idVysledku	RIV/61988987:17610/13:A13014L9
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	differential evolution; adaptation; experimental comparison (en)
http://linked.open.../riv/klicoveSlovo	experimental comparison adaptation differential evolution
http://linked.open...ontrolniKodProRIV	[33C2A6F1AD41]
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	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	IT4Innovations Centre of Excellence
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Tvrdík, Josef Poláková, Radka
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000312974600014
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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