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Differential evolution for constrained industrial optimization
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| dc.title | Differential evolution for constrained industrial optimization | en |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.contributor.author | Viktorin, Adam | |
| dc.contributor.author | Pluháček, Michal | |
| dc.contributor.author | Kadavý, Tomáš | |
| dc.contributor.author | Zelinka, Ivan | |
| 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 | 123 | |
| dc.citation.epage | 132 | |
| 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_12 | |
| dc.relation.uri | https://link.springer.com/chapter/10.1007/978-3-319-69814-4_12 | |
| dc.subject | Constrained optimization | en |
| dc.subject | Differential Evolution | en |
| dc.subject | SHADE | en |
| dc.description.abstract | This research deals with the constrained industrial optimization task, which is the optimization of technological parameters for the waste processing batch reactor. This paper provides a closer insight into the performance of connection between constrained optimization and different strategies of Differential Evolution (DE). Thus, the motivation behind this research is to explore and investigate the differences in performance of basic canonical strategies of DE as well as by the state of the art strategy, which is Success-History based Adaptive Differential Evolution (SHADE). The simple experiment has been carried out here and 30 times repeated. Consequences of different DE strategies performances are briefly discussed within conclusion section of this paper. © Springer International Publishing AG 2018. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1007627 | |
| utb.identifier.obdid | 43877234 | |
| utb.identifier.scopus | 2-s2.0-85034603038 | |
| utb.source | d-scopus | |
| dc.date.accessioned | 2018-01-15T16:31:34Z | |
| dc.date.available | 2018-01-15T16:31:34Z | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.contributor.internalauthor | Viktorin, Adam | |
| utb.contributor.internalauthor | Pluháček, Michal | |
| utb.contributor.internalauthor | Kadavý, Tomáš | |
| utb.fulltext.affiliation | Roman Senkerik 1, Adam Viktorin 1, Michal Pluhacek 1, Tomas Kadavy 1, Ivan Zelinka 2 1 Faculty of Applied Informatics, Tomas Bata University in Zlin, Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {senkerik,aviktorin,pluhacek,kadavy}@fai.utb.cz 2 Faculty of Electrical Engineering and Computer Science, Technical University of Ostrava, 17. listopadu 15, 708 33 Ostrava-Poruba, Czech Republic ivan.zelinka@vsb.cz | |
| utb.fulltext.dates | - | |
| utb.scopus.affiliation | Faculty of Applied Informatics, Tomas Bata University in Zlin, Nam T.G. Masaryka 5555, Zlin, Czech Republic; Faculty of Electrical Engineering and Computer Science, Technical University of Ostrava, 17. listopadu 15, Ostrava-Poruba, 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 |
