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dc.title | On the prolonged exploration of distance based parameter adaptation in SHADE | 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 Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
dc.identifier.issn | 0302-9743 Scopus Sources, Sherpa/RoMEO, JCR | |
dc.identifier.isbn | 978-3-319-91252-3 | |
dc.date.issued | 2018 | |
utb.relation.volume | 10841 LNAI | |
dc.citation.spage | 561 | |
dc.citation.epage | 571 | |
dc.event.title | 17th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2018 | |
dc.event.location | Zakopane | |
utb.event.state-en | Poland | |
utb.event.state-cs | Polsko | |
dc.event.sdate | 2018-06-03 | |
dc.event.edate | 2018-06-07 | |
dc.type | conferenceObject | |
dc.language.iso | en | |
dc.publisher | Springer Verlag | |
dc.identifier.doi | 10.1007/978-3-319-91253-0_52 | |
dc.relation.uri | https://link.springer.com/chapter/10.1007/978-3-319-91253-0_52 | |
dc.subject | Distance based parameter adaptation | en |
dc.subject | SHADE | en |
dc.subject | Db SHADE | en |
dc.subject | Clustering analysis | en |
dc.subject | DBSCAN | en |
dc.subject | Exploration | en |
dc.subject | Exploitation | en |
dc.description.abstract | In this paper, a prolonged exploration ability of distance based parameter adaptation is subject to a test via clustering analysis of the population in Success-History based Adaptive Differential Evolution (SHADE). The comparative study is done on the CEC 2015 benchmark set in two dimensional settings – 10D and 30D. It is shown, that the exploration phase of distance based adaptation in SHADE (Db_SHADE) lasts for more generations and therefore avoids the premature convergence into local optima. © Springer International Publishing AG, part of Springer Nature 2018. | en |
utb.faculty | Faculty of Applied Informatics | |
dc.identifier.uri | http://hdl.handle.net/10563/1007999 | |
utb.identifier.obdid | 43878840 | |
utb.identifier.scopus | 2-s2.0-85048032028 | |
utb.identifier.wok | 000552718500052 | |
utb.source | d-scopus | |
dc.date.accessioned | 2018-07-27T08:47:39Z | |
dc.date.available | 2018-07-27T08:47:39Z | |
dc.description.sponsorship | IC1406, COST, European Cooperation in Science and Technology; CA15140, COST, European Cooperation in Science and Technology; IGA/CebiaTech/2018/003; MSMT-7778/2014, MŠMT, Ministerstvo Školství, Mládeže a Tělovýchovy; LO1303, MŠMT, Ministerstvo Školství, Mládeže a Tělovýchovy; COST, European Cooperation in Science and Technology; CZ.1.05/2.1.00/03.0089, FEDER, European Regional Development Fund | |
dc.description.sponsorship | Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme [LO1303 (MSMT-7778/2014)]; European Regional Development Fund under the Project CEBIA-Tech [CZ.1.05/2.1.00/03.0089]; Internal Grant Agency of Tomas Bata University [IGA/CebiaTech/2018/003]; COST (European Cooperation in Science Technology) [CA15140, IC1406] | |
utb.contributor.internalauthor | Viktorin, Adam | |
utb.contributor.internalauthor | Šenkeřík, Roman | |
utb.contributor.internalauthor | Pluháček, Michal | |
utb.contributor.internalauthor | Kadavý, Tomáš | |
utb.fulltext.affiliation | Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy Faculty of Applied Informatics, Tomas Bata University in Zlin, T. G. Masaryka 5555, 760 01 Zlin, Czech Republic {aviktorin,senkerik,pluhacek,kadavy}@utb.cz | |
utb.fulltext.dates | - | |
utb.wos.affiliation | [Viktorin, Adam; Senkerik, Roman; Pluhacek, Michal; Kadavy, Tomas] Tomas Bata Univ Zlin, Fac Appl Informat, TG Masaryka 5555, Zlin 76001, Czech Republic | |
utb.scopus.affiliation | Faculty of Applied Informatics, Tomas Bata University in Zlin, T. G. Masaryka 5555, Zlin, Czech Republic | |
utb.fulltext.faculty | Faculty of Applied Informatics | |
utb.fulltext.faculty | Faculty of Applied Informatics | |
utb.fulltext.faculty | Faculty of Applied Informatics | |
utb.fulltext.faculty | Faculty of Applied Informatics |