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dc.title | Network based linear population size reduction in SHADE | en |
dc.contributor.author | Viktorin, Adam | |
dc.contributor.author | Pluháček, Michal | |
dc.contributor.author | Šenkeřík, Roman | |
dc.relation.ispartof | Proceedings - 2016 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2016 | |
dc.identifier.issn | 2470-9166 Scopus Sources, Sherpa/RoMEO, JCR | |
dc.identifier.isbn | 978-1-5090-4123-7 | |
dc.date.issued | 2016 | |
dc.citation.spage | 86 | |
dc.citation.epage | 93 | |
dc.event.title | 8th International Conference on Intelligent Networking and Collaborative Systems (INCoS) | |
dc.event.location | Ostrava | |
utb.event.state-en | Czech Republic | |
utb.event.state-cs | Česká republika | |
dc.event.sdate | 2016-09-07 | |
dc.event.edate | 2016-09-09 | |
dc.type | conferenceObject | |
dc.language.iso | en | |
dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | |
dc.identifier.doi | 10.1109/INCoS.2016.50 | |
dc.relation.uri | http://ieeexplore.ieee.org/document/7695154/ | |
dc.subject | Network | en |
dc.subject | SHADE | en |
dc.subject | linear population size reduction | en |
dc.description.abstract | This research paper presents a new approach to population size reduction in Success-History based Adaptive Differential Evolution (SHADE). The current L-SHADE algorithm uses fitness function value to select individuals which will be deleted from the current population. Algorithm variant proposed in this paper (Net L-SHADE) is using the information from evolutionary process to construct a network of individuals and the ones which would be deleted are selected based on their degree of centrality. The proposed technique is compared to state-of-art L-SHADE on CEC2015 benchmark set and the results are reported. | en |
utb.faculty | Faculty of Applied Informatics | |
dc.identifier.uri | http://hdl.handle.net/10563/1006877 | |
utb.identifier.obdid | 43876096 | |
utb.identifier.scopus | 2-s2.0-84999019308 | |
utb.identifier.wok | 000386596100016 | |
utb.source | d-wok | |
dc.date.accessioned | 2017-02-28T15:11:38Z | |
dc.date.available | 2017-02-28T15:11:38Z | |
utb.contributor.internalauthor | Viktorin, Adam | |
utb.contributor.internalauthor | Pluháček, Michal | |
utb.contributor.internalauthor | Šenkeřík, Roman | |
utb.fulltext.affiliation | Adam Viktorin, Michal Pluhacek, Roman Senkerik Faculty of Applied Informatics Tomas Bata University in Zlin T. G. Masaryka 5555, 760 01 Zlin, Czech Republic {aviktorin, pluhacek, senkerik}@fai.utb.cz | |
utb.fulltext.dates | - | |
utb.fulltext.sponsorship | - | |
utb.fulltext.projects | - |