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The influence of archive size to SHADE
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| dc.title | The influence of archive size to 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 | Advances in Intelligent Systems and Computing | |
| dc.identifier.issn | 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.identifier.isbn | 978-3-319-57260-4 | |
| dc.date.issued | 2017 | |
| utb.relation.volume | 573 | |
| dc.citation.spage | 517 | |
| dc.citation.epage | 527 | |
| dc.event.title | 6th Computer Science On-line Conference, CSOC 2017 | |
| dc.event.sdate | 2017-04-26 | |
| dc.event.edate | 2017-04-29 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | Springer Verlag | |
| dc.identifier.doi | 10.1007/978-3-319-57261-1_51 | |
| dc.relation.uri | https://link.springer.com/chapter/10.1007/978-3-319-57261-1_51 | |
| dc.subject | Archive | en |
| dc.subject | Differential Evolution | en |
| dc.subject | SHADE | en |
| dc.subject | Size | en |
| dc.description.abstract | This research analyzes the current archive of inferior solutions used in Success-History based Adaptive Differential Evolution (SHADE) and tests its influence on the result of optimization. A novel Enhanced Archive (EA) is analyzed in the same way and the results are compared. In order to compare both methods on different types of test functions, CEC2015 benchmark set was used as the test bed. Results suggest that there is a possibility for further research because current existing archive implementations do not provide sufficient benefits to the optimization algorithm. © Springer International Publishing AG 2017. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1007374 | |
| utb.identifier.obdid | 43877060 | |
| utb.identifier.scopus | 2-s2.0-85018710037 | |
| utb.identifier.wok | 000405337000051 | |
| utb.source | d-scopus | |
| dc.date.accessioned | 2017-09-08T12:14:47Z | |
| dc.date.available | 2017-09-08T12:14:47Z | |
| dc.description.sponsorship | P103/15/06700S, GACR;GAČR, Grantová Agentura České Republiky | |
| dc.description.sponsorship | Grant Agency of the Czech Republic - GACR [P103/15/06700S]; Ministry of Education, Youth and Sports of the Czech Republic [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/2017/004] | |
| 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}@fai.utb.cz | |
| utb.fulltext.dates | - | |
| 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 |
