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On the transforming of the indices selection mechanism inside differential evolution into complex network

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dc.title On the transforming of the indices selection mechanism inside differential evolution into complex network en
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Viktorin, Adam
dc.contributor.author Pluháček, Michal
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 186
dc.citation.epage 192
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.2016.99
dc.relation.uri http://ieeexplore.ieee.org/document/7695170/
dc.subject Differential evolution en
dc.subject randomization en
dc.subject complex networks en
dc.subject degree centrality en
dc.subject clustering coefficient en
dc.description.abstract This research deals with complex networks framework for evolutionary algorithms. This paper aims on the experimental investigations on the time development and influence of different randomization types, different strategies for Differential Evolution (DE) through the analysis of complex network as a record of population dynamics and indices selection. The population is visualized as an evolving complex network, which exhibits non-trivial features such as adjacency graph, centralities, clustering coefficient and other attributes showing efficiency of the network. Experiments were performed for different DE strategies, several different randomization types and simple test function. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006879
utb.identifier.obdid 43876353
utb.identifier.scopus 2-s2.0-84998880944
utb.identifier.wok 000386596100032
utb.source d-wok
dc.date.accessioned 2017-02-28T15:11:38Z
dc.date.available 2017-02-28T15:11:38Z
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Viktorin, Adam
utb.contributor.internalauthor Pluháček, Michal
utb.fulltext.affiliation Roman Senkerik, Adam Viktorin, Michal Pluhacek Faculty of Applied Informatics Tomas Bata University in Zlin T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {senkerik, pluhacek, aviktorin}@fai.utb.cz
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utb.fulltext.sponsorship -
utb.fulltext.projects -
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