About: Comparing results of 31 algorithms from the black box optimization benchmarking BBOB 2009

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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)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://portal.acm.org/citation.cfm?id=1830790
Description	This paper presents results of the BBOB 2009 benchmarking of 31 search algorithms on 24 noiseless functions in a black box optimization scenario in continuous domain. The runtime of the algorithms, measured in number of function evaluations, is investigated and a connection between a single convergence graph and the runtime distribution is uncovered. Performance is investigated for different dimensions up to 40 D, for different target precision values, and in different subgroups of functions. Searching in larger dimension and multi modal functions appears to be more difficult. The choice of the best algorithm also depends remarkably on the available budget of function evaluations. This paper presents results of the BBOB 2009 benchmarking of 31 search algorithms on 24 noiseless functions in a black box optimization scenario in continuous domain. The runtime of the algorithms, measured in number of function evaluations, is investigated and a connection between a single convergence graph and the runtime distribution is uncovered. Performance is investigated for different dimensions up to 40 D, for different target precision values, and in different subgroups of functions. Searching in larger dimension and multi modal functions appears to be more difficult. The choice of the best algorithm also depends remarkably on the available budget of function evaluations. (en)
Title	Comparing results of 31 algorithms from the black box optimization benchmarking BBOB 2009 Comparing results of 31 algorithms from the black box optimization benchmarking BBOB 2009 (en)
skos:prefLabel	Comparing results of 31 algorithms from the black box optimization benchmarking BBOB 2009 Comparing results of 31 algorithms from the black box optimization benchmarking BBOB 2009 (en)
skos:notation	RIV/68407700:21230/10:00171027!RIV13-MSM-21230___
http://linked.open...avai/riv/aktivita	I
http://linked.open...avai/riv/aktivity	I
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Pošík, Petr
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	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	251355
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/10:00171027
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	evolutionary algorithms; continuous domain; benchmarking (en)
http://linked.open.../riv/klicoveSlovo	evolutionary algorithms benchmarking continuous domain
http://linked.open...ontrolniKodProRIV	[894FF2C41DD7]
http://linked.open...v/mistoKonaniAkce	Portland, Oregon
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	Proceedings of the 12th annual conference comp on Genetic and evolutionary computation
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Pošík, Petr Auger, A. Finck, S. Hansen, N. Ros, R.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2010-07-07 (xsd:date)
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1145/1830761.1830790
http://purl.org/ne...btex#hasPublisher	ACM
https://schema.org/isbn	978-1-4503-0073-5
http://localhost/t...ganizacniJednotka	21230

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