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Success-history based adaptive differential evolution algorithm with multi-chaotic framework for parent selection performance on CEC2014 benchmark set

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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.
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