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L-SHADE algorithm with distance based parameter adaptation

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dc.title L-SHADE algorithm with distance based parameter adaptation en
dc.contributor.author Viktorin, Adam
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Pluháček, Michal
dc.contributor.author Kadavý, Tomáš
dc.relation.ispartof Lecture Notes in Electrical Engineering
dc.identifier.issn 1876-1100 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-331969813-7
dc.date.issued 2018
utb.relation.volume 465
dc.citation.spage 69
dc.citation.epage 80
dc.event.title 4th International Conference on Advanced Engineering Theory and Applications, AETA 2017
dc.event.location Ho Chi Minh City
utb.event.state-en Vietnam
utb.event.state-cs Vietnam
dc.event.sdate 2017-12-07
dc.event.edate 2017-12-09
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.identifier.doi 10.1007/978-3-319-69814-4_7
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-69814-4_7
dc.subject Crossover rate en
dc.subject Distance based adaptation en
dc.subject L-SHADE en
dc.subject Parameter adaptation en
dc.subject Scaling factor en
dc.description.abstract In this paper a modification to the adaptive mechanism in Success-History based Adaptive Differential Evolution (SHADE) with Linear decrease in population size (L-SHADE) is proposed in order to overcome the premature convergence, while optimizing higher dimensional problems. This modification can be also useful in constrained optimization, where the improved exploration could help in overcoming constrained areas. The proposed modification of the algorithm is tested on the CEC2015 benchmark set and compared to its basis – L-SHADE. © Springer International Publishing AG 2018. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1007626
utb.identifier.obdid 43876988
utb.identifier.scopus 2-s2.0-85034607061
utb.source d-scopus
dc.date.accessioned 2018-01-15T16:31:34Z
dc.date.available 2018-01-15T16:31:34Z
dc.description.sponsorship GACR, Grantová Agentura České Republiky; MSMT-7778/2014; LO1303; CZ.1.05/2.1.00/03.0089; P103/15/06700S, GACR, Grantová Agentura České Republiky; IGA/CebiaTech/2017/004
utb.contributor.internalauthor Viktorin, Adam
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Kadavý, Tomáš
utb.scopus.affiliation Faculty of Applied Informatics, Tomas Bata University in Zlin, T.G. Masaryka 5555, Zlin, Czech Republic
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