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dc.title | Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set | en |
dc.contributor.author | Viktorin, Adam | |
dc.contributor.author | Pluháček, Michal | |
dc.contributor.author | Šenkeřík, Roman | |
dc.relation.ispartof | 2016 IEEE Congress on Evolutionary Computation, CEC 2016 | |
dc.identifier.isbn | 9781509006229 | |
dc.date.issued | 2016 | |
dc.citation.spage | 4797 | |
dc.citation.epage | 4803 | |
dc.event.title | 2016 IEEE Congress on Evolutionary Computation, CEC 2016 | |
dc.event.location | Vancouver | |
utb.event.state-en | Canada | |
utb.event.state-cs | Kanada | |
dc.event.sdate | 2016-07-24 | |
dc.event.edate | 2016-07-29 | |
dc.type | conferenceObject | |
dc.language.iso | en | |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | |
dc.identifier.doi | 10.1109/CEC.2016.7744404 | |
dc.relation.uri | http://ieeexplore.ieee.org/document/7744404/ | |
dc.subject | Chaos | en |
dc.subject | Differential evolution | en |
dc.subject | SHADE | en |
dc.description.abstract | This paper presents a novel multi-chaotic framework, which is used for the parent selection process in Success-History based Adaptive Differential Evolution (SHADE) algorithm. Created variant of the Differential Evolution (DE) algorithm was named MC-SHADE and its performance is tested on the CEC2014 benchmark set in order to participate in the CEC2016 competition on bound constrained single objective numerical optimization - single parameter-operator set based case. © 2016 IEEE. | en |
utb.faculty | Faculty of Applied Informatics | |
dc.identifier.uri | http://hdl.handle.net/10563/1006959 | |
utb.identifier.obdid | 43876092 | |
utb.identifier.scopus | 2-s2.0-85008254492 | |
utb.identifier.wok | 000390749104132 | |
utb.source | d-wok | |
dc.date.accessioned | 2017-07-13T14:50:26Z | |
dc.date.available | 2017-07-13T14:50:26Z | |
utb.contributor.internalauthor | Viktorin, Adam | |
utb.contributor.internalauthor | Pluháček, Michal | |
utb.contributor.internalauthor | Šenkeřík, Roman | |
utb.fulltext.affiliation | Adam Viktorin, Michal Pluhacek, Roman Senkerik Faculty of Applied Informatics Tomas Bata University in Zlin T. G. Masaryka 5555, 760 01 Zlin, Czech Republic {aviktorin, pluhacek, senkerik}@fai.utb.cz | |
utb.fulltext.dates | - | |
utb.fulltext.sponsorship | This work was supported by Grant Agency of the Czech Republic – GACR P103/15/06700S, further by the Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme Project no. LO1303 (MSMT-7778/2014. Also by the European Regional Development Fund under the Project CEBIA-Tech no. CZ.1.05/2.1.00/03.0089 and by Internal Grant Agency of Tomas Bata University under the Projects no. IGA/CebiaTech/2016/007. |