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Statements

Subject Item
n2:RIV%2F70883521%3A28140%2F13%3A43869756%21RIV14-MSM-28140___
rdf:type
skos:Concept n17:Vysledek
dcterms: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.
dcterms:title
Competitive evaluation of selected evolutionary algorithms and SOMA Competitive evaluation of selected evolutionary algorithms and SOMA
skos:prefLabel
Competitive evaluation of selected evolutionary algorithms and SOMA Competitive evaluation of selected evolutionary algorithms and SOMA
skos:notation
RIV/70883521:28140/13:43869756!RIV14-MSM-28140___
n17:predkladatel
n18:orjk%3A28140
n3:aktivita
n16:P
n3:aktivity
P(ED2.1.00/03.0089)
n3:cisloPeriodika
1
n3:dodaniDat
n6:2014
n3:domaciTvurceVysledku
n4:2460122 n4:1109499 n4:8479453 n4:1905457 n4:5161940 n4:2128160 n4:8693420
n3:druhVysledku
n19:J
n3:duvernostUdaju
n8:S
n3:entitaPredkladatele
n10:predkladatel
n3:idSjednocenehoVysledku
66409
n3:idVysledku
RIV/70883521:28140/13:43869756
n3:jazykVysledku
n13:eng
n3:klicovaSlova
DE||Evolutionary algorithms||Objective function||Optimization||PSO||SOMA
n3:klicoveSlovo
n15:DE%7C%7CEvolutionary%20algorithms%7C%7CObjective%20function%7C%7COptimization%7C%7CPSO%7C%7CSOMA
n3:kodStatuVydavatele
GB - Spojené království Velké Británie a Severního Irska
n3:kontrolniKodProRIV
[669D14B18059]
n3:nazevZdroje
International Journal of Mathematics and Computers in Simulations
n3:obor
n12:IN
n3:pocetDomacichTvurcuVysledku
7
n3:pocetTvurcuVysledku
7
n3:projekt
n11:ED2.1.00%2F03.0089
n3:rokUplatneniVysledku
n6:2013
n3:svazekPeriodika
7
n3:tvurceVysledku
Kolek, Jan Bližňák, Michal Vařacha, Pavel Krampl, Jakub Motýl, Ivo Slovák, Dalibor Pospíšilík, Martin
s:issn
1998-0159
s:numberOfPages
8
n14:organizacniJednotka
28140