TBU Publications
Repository of TBU Publications

Do evolutionary algorithm dynamics create complex network structures?

DSpace Repository

Show simple item record

dc.title Do evolutionary algorithm dynamics create complex network structures? en
dc.contributor.author Zelinka, Ivan
dc.contributor.author Davendra, Donald
dc.contributor.author Šenkeřík, Roman
dc.contributor.author Jašek, Roman
dc.relation.ispartof Complex Systems
dc.identifier.issn 0891-2513 Scopus Sources, Sherpa/RoMEO, JCR
dc.date.issued 2011
utb.relation.volume 20
utb.relation.issue 2
dc.citation.spage 127
dc.citation.epage 140
dc.type article
dc.language.iso en
dc.publisher Complex Systems Publications Inc
dc.identifier.doi 10.25088/ComplexSystems.20.2.127
dc.relation.uri https://www.complex-systems.com/abstracts/v20_i02_a05/
dc.description.abstract This paper presents a novel method for visualizing the dynamics of evolutionary algorithms in the form of complex networks. We discuss the analogy between individuals in populations in an arbitrary evolutionary algorithm and vertices of a complex network, as well as between edges in a complex network and communication between individuals in a population. The possibility of visualizing the dynamics of a complex network using the coupled map lattices method and control by means of chaos control techniques are also discussed. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1010714
utb.identifier.obdid 43866746
utb.identifier.wok 000213722600005
utb.source J-wok
dc.date.accessioned 2021-12-17T14:35:12Z
dc.date.available 2021-12-17T14:35:12Z
dc.description.sponsorship Grant Agency of the Czech Republic GACRGrant Agency of the Czech Republic [102/09/1680]; European Union Structural FundsEuropean Commission [CZ.1.05/1.1.00/02.0070]; state budget of the Czech Republic; CEBIA-Tech [CZ.1.05/2.1.00/03.0089]
dc.rights Attribution 4.0 International
dc.rights.uri https://creativecommons.org/licenses/by/4.0/
dc.rights.access openAccess
utb.ou CEBIA-Tech
utb.contributor.internalauthor Šenkeřík, Roman
utb.contributor.internalauthor Jašek, Roman
utb.fulltext.affiliation Ivan Zelinka* Donald Davendra Department of Informatics Faculty of Electrical Engineering and Computer Science Technical University of Ostrava, Tr. 17. Listopadu 15, Ostrava, 708 00, Czech Republic *ivan.zelinka@vsb.cz Senkerik Roman Jasek Roman Faculty of Applied Informatics University of Tomas Bata in Zlin, Nad Stranemi 4511, Zlin, 760 01, Czech Republic
utb.fulltext.dates -
utb.fulltext.sponsorship This work was supported by a grant from the Grant Agency of the Czech Republic GACR 102/09/1680. It has been elaborated in the framework of the IT4 Innovations Centre of Excellence project CZ.1.05/1.1.00/02.0070 supported by the Operational Programme "Research and Development for Innovations," which is funded by European Union Structural Funds and the state budget of the Czech Republic, and project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089.
utb.wos.affiliation [Zelinka, Ivan; Davendra, Donald] Tech Univ Ostrava, Fac Elect Engn & Comp Sci, Dept Informat, Tr 17 Listopadu 15, Ostrava 70800, Czech Republic; [Senkerik, Roman; Jasek, Roman] Univ Tomas Bata Zlin, Fac Appl Informat, Zlin 76001, Czech Republic
utb.fulltext.projects GACR 102/09/1680.
utb.fulltext.projects CZ.1.05/1.1.00/02.0070
utb.fulltext.projects CZ.1.05/2.1.00/03.0089
utb.fulltext.faculty Faculty of Applied Informatics
utb.fulltext.ou -
Find Full text

Files in this item

Show simple item record

Attribution 4.0 International Except where otherwise noted, this item's license is described as Attribution 4.0 International