Kontaktujte nás | Jazyk: čeština English
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.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.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 |