Do evolutionary algorithm dynamics create complex network structures?

Zelinka, Ivan; Davendra, Donald; Šenkeřík, Roman; Jašek, Roman

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	-