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

Viktorin, Adam; Pluháček, Michal; Šenkeřík, Roman

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.