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Competitive evaluation of selected evolutionary algorithms and SOMA

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dc.title Competitive evaluation of selected evolutionary algorithms and SOMA en
dc.contributor.author Vařacha, Pavel
dc.contributor.author Pospíšilík, Martin
dc.contributor.author Motýl, Ivo
dc.contributor.author Bližňák, Michal
dc.contributor.author Slovák, Dalibor
dc.contributor.author Krampl, Jakub
dc.contributor.author Kolek, Jan
dc.relation.ispartof International Journal of Mathematics and Computers in Simulation
dc.identifier.issn 1998-0159 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2013
utb.relation.volume 7
utb.relation.issue 1
dc.citation.spage 42
dc.citation.epage 49
dc.type article
dc.language.iso en
dc.publisher North Atlantic University Union (NAUN) en
dc.relation.uri http://www.naun.org/multimedia/NAUN/mcs/16-637.pdf
dc.subject DE en
dc.subject Evolutionary algorithms en
dc.subject Objective function en
dc.subject Optimization en
dc.subject PSO en
dc.subject SOMA en
dc.description.abstract 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
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1003099
utb.identifier.obdid 43869906
utb.identifier.scopus 2-s2.0-84872127559
utb.source j-scopus
dc.date.accessioned 2013-02-02T01:12:51Z
dc.date.available 2013-02-02T01:12:51Z
utb.contributor.internalauthor Vařacha, Pavel
utb.contributor.internalauthor Pospíšilík, Martin
utb.contributor.internalauthor Motýl, Ivo
utb.contributor.internalauthor Bližňák, Michal
utb.contributor.internalauthor Slovák, Dalibor
utb.contributor.internalauthor Krampl, Jakub
utb.contributor.internalauthor Kolek, Jan
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