About: Competitive evaluation of selected evolutionary algorithms and SOMA

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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	In this paper three evolutionary algorithms are compared, in particular, of the Self-Organizing Migration Algorithm (SOMA) as a most important one is put into the contrast with Differential Evolution (DE) and Particle Swarm Optimization (PSO). In order to compare performances of the above-mentioned algorithms, selected objective functions have been tested. In total 15 different benchmark functions were used and each considered algorithm was employed 100 times on each one producing 4500 set experimental runs. Acquired results were then statistically evaluated and compared. The paper also describes individual parameters, strategies, and some of the termination criteria of the algorithms. In this paper three evolutionary algorithms are compared, in particular, of the Self-Organizing Migration Algorithm (SOMA) as a most important one is put into the contrast with Differential Evolution (DE) and Particle Swarm Optimization (PSO). In order to compare performances of the above-mentioned algorithms, selected objective functions have been tested. In total 15 different benchmark functions were used and each considered algorithm was employed 100 times on each one producing 4500 set experimental runs. Acquired results were then statistically evaluated and compared. The paper also describes individual parameters, strategies, and some of the termination criteria of the algorithms. (en)
Title	Competitive evaluation of selected evolutionary algorithms and SOMA Competitive evaluation of selected evolutionary algorithms and SOMA (en)
skos:prefLabel	Competitive evaluation of selected evolutionary algorithms and SOMA Competitive evaluation of selected evolutionary algorithms and SOMA (en)
skos:notation	RIV/70883521:28140/13:43869756!RIV14-MSM-28140___
http://linked.open...avai/predkladatel	Fakulta aplikované informatiky
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(ED2.1.00/03.0089)
http://linked.open...iv/cisloPeriodika	1
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Slovák, Dalibor Motýl, Ivo Vařacha, Pavel Bližňák, Michal Krampl, Jakub Husárová, Lucie Kolek, Jan
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	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	66409
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/13:43869756
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	DE\|\|Evolutionary algorithms\|\|Objective function\|\|Optimization\|\|PSO\|\|SOMA (en)
http://linked.open.../riv/klicoveSlovo	DE\|\|Evolutionary algorithms\|\|Objective function\|\|Optimization\|\|PSO\|\|SOMA
http://linked.open...odStatuVydavatele	GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV	[669D14B18059]
http://linked.open...i/riv/nazevZdroje	International Journal of Mathematics and Computers in Simulations
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	7 (xsd:int)
http://linked.open...cetTvurcuVysledku	7 (xsd:int)
http://linked.open...vavai/riv/projekt	The Centre of Security, Information and Advanced Technologies (CEBIA-Tech)
http://linked.open...UplatneniVysledku	2013
http://linked.open...v/svazekPeriodika	7
http://linked.open...iv/tvurceVysledku	Motýl, Ivo Pospíšilík, Martin Slovák, Dalibor Vařacha, Pavel Bližňák, Michal Kolek, Jan Krampl, Jakub
issn	1998-0159
number of pages	8 (xsd:int)
http://localhost/t...ganizacniJednotka	28140

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