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Converting PSO dynamics into complex network - Initial study
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| dc.title | Converting PSO dynamics into complex network - Initial study | en |
| dc.contributor.author | Pluháček, Michal | |
| dc.contributor.author | Janoštík, Jakub | |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.contributor.author | Zelinka, Ivan | |
| dc.relation.ispartof | Proceedings of the International Conference on Numerical Analysis and Applied Mathematics 2015 (ICNAAM-2015) | |
| dc.identifier.issn | 0094-243X Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.identifier.isbn | 9780735413924 | |
| dc.date.issued | 2016 | |
| utb.relation.volume | 1738 | |
| dc.event.title | International Conference of Numerical Analysis and Applied Mathematics 2015, ICNAAM 2015 | |
| dc.event.location | Rhodes | |
| utb.event.state-en | Greece | |
| utb.event.state-cs | Řecko | |
| dc.event.sdate | 2015-09-23 | |
| dc.event.edate | 2015-09-29 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | American Institute of Physics (AIP) | |
| dc.identifier.doi | 10.1063/1.4951904 | |
| dc.relation.uri | http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4951904 | |
| dc.subject | Complex network | en |
| dc.subject | Inner dynamic | en |
| dc.subject | Particle swarm optimization | en |
| dc.subject | Topology | en |
| dc.description.abstract | In this paper it is presented the initial study on the possibility of capturing the inner dynamic of Particle Swarm Optimization algorithm into a complex network structure. Inspired in previous works there are two different approaches for creating the complex network presented in this paper. Visualizations of the networks are presented and commented. The possibilities for future applications of the proposed design are given in detail. © 2016 Author(s). | en |
| utb.faculty | Faculty of Applied Informatics | |
| dc.identifier.uri | http://hdl.handle.net/10563/1006666 | |
| utb.identifier.obdid | 43876188 | |
| utb.identifier.scopus | 2-s2.0-84984585913 | |
| utb.identifier.wok | 000380803300150 | |
| utb.source | d-scopus | |
| dc.date.accessioned | 2016-10-25T12:38:04Z | |
| dc.date.available | 2016-10-25T12:38:04Z | |
| dc.rights.access | openAccess | |
| utb.contributor.internalauthor | Pluháček, Michal | |
| utb.contributor.internalauthor | Janoštík, Jakub | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.fulltext.affiliation | Michal Pluhacek1, Jakub Janostik1, Roman Senkerik1 and Ivan Zelinka2 1 Tomas Bata University in Zlín, Faculty of Applied Informatics Department of Informatics and Artificial Intelligence nám. T.G. Masaryka 5555, 760 01 Zlín, CZECH REPUBLIC 2 Department of Computer Science, Faculty of Electrical Engineering and Computer Science VB-TUO, 17. listopadu 15, 708 33 Ostrava-Poruba, Czech Republic | |
| utb.fulltext.references | - | |
| utb.fulltext.sponsorship | This work was supported by Grant Agency of the Czech Republic - GACR P103/15/06700S, further by financial support of research project NPU I No. MSMT-7778/2014 by the Ministry of Education of the Czech Republic. Also by the European Regional Development Fund under the Project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089, partially supported by Grant of SGS No. SP2015/142 and SP2015/141, VŠB - Technical University of Ostrava, Czech Republic and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2015/057 and IGA/FAI/2015/061 |
