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Towards better population sizing for differential evolution through active population analysis with complex network
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| dc.title | Towards better population sizing for differential evolution through active population analysis with complex network | 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 | 978-3-319-61565-3 | |
| dc.date.issued | 2018 | |
| utb.relation.volume | 611 | |
| dc.citation.spage | 225 | |
| dc.citation.epage | 235 | |
| dc.event.title | 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017 | |
| dc.event.location | Torino | |
| utb.event.state-en | Italy | |
| utb.event.state-cs | Itálie | |
| dc.event.sdate | 2017-07-10 | |
| dc.event.edate | 2017-07-12 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | Springer Verlag | |
| dc.identifier.doi | 10.1007/978-3-319-61566-0_22 | |
| dc.relation.uri | https://link.springer.com/chapter/10.1007/978-3-319-61566-0_22 | |
| dc.description.abstract | This research paper presents an analysis of the population activity in Differential Evolution algorithm (DE) during the optimization process. A state-of-art DE variant – Success-History based Adaptive DE (SHADE) is used and the population activity is analyzed through Complex Network (CN) created from mutation, crossover and selection steps. The analysis is done on the CEC2015 benchmark set and possible future research directions for the population sizing are suggested. © Springer International Publishing AG 2018. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1007292 | |
| utb.identifier.obdid | 43876997 | |
| utb.identifier.scopus | 2-s2.0-85026313361 | |
| utb.identifier.wok | 000432998800022 | |
| utb.source | d-scopus | |
| dc.date.accessioned | 2017-09-03T21:40:09Z | |
| dc.date.available | 2017-09-03T21:40:09Z | |
| dc.description.sponsorship | CZ.1.05/2.1.00/03.0089, ERDF, European Regional Development Fund; GACR P103/15/06700S, GACR;GAČR, Grantová Agentura České Republiky; IGA/CebiaTech/2017/004, UTB, Univerzita Tomáše Bati ve Zlíně; MSMT-7778/2014, MŠMT, Ministerstvo Školství, Mládeže a Tělovýchovy | |
| dc.description.sponsorship | Grant Agency of the Czech Republic [GACR P103/15/06700S]; Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme Project [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.scopus.affiliation | Faculty of Applied Informatics, Tomas Bata University in Zlin, T.G. Masaryka 5555, Zlin, Czech Republic |
