Kontaktujte nás | Jazyk: čeština English
dc.title | Multiple choice strategy for PSO algorithm - Performance analysis on shifted test functions | en |
dc.contributor.author | Pluháček, Michal | |
dc.contributor.author | Šenkeřík, Roman | |
dc.contributor.author | Zelinka, Ivan | |
dc.contributor.author | Davendra, Donald David | |
dc.relation.ispartof | Proceedings 27th European Conference on Modelling and Simulation ECMS 2013 | |
dc.identifier.isbn | 978-0-9564944-6-7 | |
dc.date.issued | 2013 | |
dc.citation.spage | 393 | |
dc.citation.epage | 397 | |
dc.event.title | 27th European Conference on Modelling and Simulation, ECMS 2013 | |
dc.event.location | Alesund | |
utb.event.state-en | Norway | |
utb.event.state-cs | Norsko | |
dc.event.sdate | 2013-05-27 | |
dc.event.edate | 2013-05-30 | |
dc.type | conferenceObject | |
dc.language.iso | en | |
dc.publisher | European Council for Modelling and Simulation (ECMS) | |
dc.identifier.doi | 10.7148/2013-0393 | |
dc.relation.uri | http://www.scs-europe.net/dlib/2013/2013-0393.htm | |
dc.relation.uri | http://www.scs-europe.net/dlib/2013/ecms13papers/is_ECMS2013_0179.pdf | |
dc.subject | PSO | en |
dc.subject | Optimization | en |
dc.subject | Evolutionary Algorithms | en |
dc.subject | Swarm intelligence | en |
dc.subject | Shifted test functions | en |
dc.description.abstract | A new promising strategy for the PSO (Particle swarm optimization) algorithm is proposed and described in this paper. This new strategy presents alternative way of assigning new velocity to each individual in particle swarm (population). This new multiple choice particle swarm optimization (MC-PSO) algorithm is tested on two different shifted test functions to show the performance on problems that are not constant in time. The promising results of this alternative strategy are compared with the not modified PSO version. | en |
utb.faculty | Faculty of Applied Informatics | |
dc.identifier.uri | http://hdl.handle.net/10563/1003823 | |
utb.identifier.obdid | 43870633 | |
utb.identifier.scopus | 2-s2.0-84899026724 | |
utb.identifier.wok | 000337114500060 | |
utb.source | d-wok | |
dc.date.accessioned | 2014-08-05T09:56:34Z | |
dc.date.available | 2014-08-05T09:56:34Z | |
utb.contributor.internalauthor | Pluháček, Michal | |
utb.contributor.internalauthor | Šenkeřík, Roman | |
utb.contributor.internalauthor | Zelinka, Ivan | |
utb.fulltext.affiliation | 1 Michal Pluhacek, 1 Roman Senkerik, 1 Ivan Zelinka and 2 Donald Davendra 1 Tomas Bata University in Zlin , Faculty of Applied Informatics Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {pluhacek,senkerik,zelinka}@fai.utb.cz 2 Department of Computer Science, Faculty of Electrical Engineering and Computer Science , VB-TUO, 17. listopadu 15, 708 33 Ostrava-Poruba, Czech Republic donald.davendra@vsb.cz | |
utb.fulltext.dates | - | |
utb.fulltext.sponsorship | This work was supported by Grant Agency of the Czech Republic—GACR P103/13/08195S, by the project Development of human resources in research and development of latest soft computing methods and their application in practice, reg. no. CZ.1.07/2.3.00/20.0072 funded by Operational Programme Education for Competitiveness, co-financed by ESF and state budget of the Czech Republic; European Regional Development Fund under the project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089; by the Technology Agency of the Czech Republic under the Project TE01020197; and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2013/012. | |
utb.fulltext.projects | GACR P103/13/08195S | |
utb.fulltext.projects | CZ.1.07/2.3.00/20.0072 | |
utb.fulltext.projects | CZ.1.05/2.1.00/03.0089 | |
utb.fulltext.projects | TACR TE01020197 | |
utb.fulltext.projects | IGA/FAI/2013/012 | |
utb.fulltext.faculty | Faculty of Applied Informatics | |
utb.fulltext.ou | - |