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A time performance evaluation of The SOMA asynchronous parallel distribution in Java and C#

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dc.title A time performance evaluation of The SOMA asynchronous parallel distribution in Java and C# en
dc.contributor.author Kolek, Jan
dc.contributor.author Jašek, Roman
dc.relation.ispartof Procedia Engineering
dc.identifier.issn 1876-6102 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.issn 1877-7058 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2015
utb.relation.volume 100
utb.relation.issue C
dc.citation.spage 1672
dc.citation.epage 1677
dc.event.title DAAAM International Symposium on Intelligent Manufacturing and Automation, DAAAM 2014
dc.event.location Vienna
utb.event.state-en Austria
utb.event.state-cs Rakousko
dc.event.sdate 2014-11-26
dc.event.edate 2014-11-29
dc.type conferenceObject
dc.language.iso en
dc.publisher Elsevier
dc.identifier.doi 10.1016/j.proeng.2015.01.542
dc.relation.uri https://www.sciencedirect.com/science/article/pii/S187770581500569X
dc.subject Asynchronous en
dc.subject Evolutionary algorithm en
dc.subject Optimization en
dc.subject Parallel en
dc.subject SOMA en
dc.description.abstract This paper compares two different implementations o. The Self-Organizing Migrating Algorithm (SOMA), which is a highly effective tool of an evolutionary optimization that is aimed a. The same set of problems as Genetic Algorithms. One implementation of algorithm was created i. The C# framework an. The second implementation in Java framework. Both implementations ar. The asynchronous parallel 'All-to-One' strategy of SOMA, which is used to equally distribute computation loads between several available processors/cores. The aim of our effort is to statistically evaluat. The computation time efficiency o. These two concurrent frameworks including dependence o. The number of threads. The obtained results are discussed i. The conclusion. © 2015 The Authors. Published by Elsevier Ltd. This is an open access article unde. The CC BY-NC-ND license. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1004553
utb.identifier.obdid 43874907
utb.identifier.scopus 2-s2.0-84925071013
utb.identifier.scopus 2-s2.0-84937026318
utb.identifier.wok 000380551900208
utb.source d-scopus
dc.date.accessioned 2015-05-28T11:39:20Z
dc.date.available 2015-05-28T11:39:20Z
dc.rights Attribution-NonCommercial-NoDerivs 4.0 Unported
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.access openAccess
utb.contributor.internalauthor Kolek, Jan
utb.contributor.internalauthor Jašek, Roman
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