About: Competing Heuristics-Experimental Study

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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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Description	The aim of this paper is to study the properties of evolutionary algorithms with competing heuristics in dependence on several factors like the number of heuristics in competition, the values of their tuning parameters, the rules of competition and s o on. Thirty six heuristics were implemented and their role in the evolutionary process was investigated. The optimization experiments were done with several well-known test functions (DeJong 1 and 2, Ackley, Griewangk). The main variables measur ed in experiments were the number of the objective function evaluations needed for reaching the stopping condition and the reliability of finding a point very near to the global minimum. The evolutionary algorithms with competing heuristics were mo re efficient than other evolutionary algorithms in some tasks. The aim of this paper is to study the properties of evolutionary algorithms with competing heuristics in dependence on several factors like the number of heuristics in competition, the values of their tuning parameters, the rules of competition and s o on. Thirty six heuristics were implemented and their role in the evolutionary process was investigated. The optimization experiments were done with several well-known test functions (DeJong 1 and 2, Ackley, Griewangk). The main variables measur ed in experiments were the number of the objective function evaluations needed for reaching the stopping condition and the reliability of finding a point very near to the global minimum. The evolutionary algorithms with competing heuristics were mo re efficient than other evolutionary algorithms in some tasks. (en)
Title	Competing Heuristics-Experimental Study Competing Heuristics-Experimental Study (en)
skos:prefLabel	Competing Heuristics-Experimental Study Competing Heuristics-Experimental Study (en)
skos:notation	RIV/61988987:17310/02:00000015!RIV/2003/GA0/173103/N
http://linked.open.../vavai/riv/strany	74-79
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA402/00/1165), Z(MSM 179000002)
http://linked.open...vai/riv/dodaniDat	2003
http://linked.open...aciTvurceVysledku	Tvrdík, Josef Křivý, Ivan Mišík, Ladislav
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 / Přírodovědecká fakulta
http://linked.open...dnocenehoVysledku	641390
http://linked.open...ai/riv/idVysledku	RIV/61988987:17310/02:00000015
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	global optimization; evolutionary algorithms; competing heuristics; self-adaptation of algorithm (en)
http://linked.open.../riv/klicoveSlovo	evolutionary algorithms competing heuristics global optimization self-adaptation of algorithm
http://linked.open...ontrolniKodProRIV	[BD438B1C9C52]
http://linked.open...v/mistoKonaniAkce	Brno
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	MENDEL 2002, 8th International Conference on Soft Computing
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
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http://linked.open...vavai/riv/projekt	Modelling of the Regional Labour Market Development
http://linked.open...UplatneniVysledku	2002
http://linked.open...iv/tvurceVysledku	Mišík, Ladislav Tvrdík, Josef Křivý, Ivan
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2002-06-05 (xsd:date)
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20179000002
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Vysoké učení technické v Brně
https://schema.org/isbn	80-214-2135-5
http://localhost/t...ganizacniJednotka	17310

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