Publikace UTB
Repozitář publikační činnosti UTB
Complex networks and evolutionary algorithms
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| dc.title | Complex networks and evolutionary algorithms | en |
| dc.contributor.author | Tomšů, Lukaš | |
| dc.contributor.author | Zelinka, Ivan | |
| dc.relation.ispartof | MENDEL 2009 | |
| dc.identifier.issn | 1803-3814 Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.identifier.isbn | 978-80-214-3884-2 | |
| dc.date.issued | 2009 | |
| dc.citation.spage | 55 | |
| dc.citation.epage | 61 | |
| dc.event.title | 15th International Conference on Soft Computing | |
| dc.event.location | Brno | |
| utb.event.state-en | Czech Republic | |
| utb.event.state-cs | Česká republika | |
| dc.event.sdate | 2009-06-24 | |
| dc.event.edate | 2009-06-26 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | Vysoké učení technické v Brně | cs |
| dc.subject | evolution strategy | en |
| dc.subject | differential evolution | en |
| dc.subject | complex networks | en |
| dc.subject | complex system | en |
| dc.subject | power law | en |
| dc.description.abstract | In this paper, we investigate properties of complex networks produced by a successful evolution strategy Differential Evolution (DE) Algorithm. Numerical simulations of different DE strategies are studied on a set of problems. We use the network theory to describe characteristics of these networks. Preferential attachment, which can lead to creation of scale-free networks, is present in some DE strategies. We try to identify scale-free topology in complex networks produced by these DE strategies and discuss our results. | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1001832 | |
| utb.identifier.obdid | 43861073 | |
| utb.identifier.scopus | 2-s2.0-84907936469 | |
| utb.identifier.wok | 000273029500009 | |
| utb.source | d-wok | |
| dc.date.accessioned | 2011-08-09T07:34:02Z | |
| dc.date.available | 2011-08-09T07:34:02Z | |
| utb.contributor.internalauthor | Tomšů, Lukaš | |
| utb.contributor.internalauthor | Zelinka, Ivan | |
| utb.fulltext.affiliation | PAVEL VARACHA Department Applied Informatics, Tomas Bata University in Zlin, Nad Stranemi 4511, Zlin, 760 05, CZECH REPUBLIC varacha@fai.utb.cz http://www.fai.utb.cz | |
| utb.fulltext.sponsorship | This work was supported by National Program of Research II, project number 2C06007, of the Ministry of Education of the Czech Republic and by grant of the Grant Agency of the Czech Republic GACR 102/09/1680 | |
| utb.fulltext.projects | 2C06007 | |
| utb.fulltext.projects | GACR 102/09/1680 | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.ou | Department of Applied Informatics |
