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Network based linear population size reduction in SHADE

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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
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utb.fulltext.sponsorship -
utb.fulltext.projects -
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