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Border strategies of the bison algorithm
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| dc.title | Border strategies of the bison algorithm | en |
| dc.contributor.author | Kazíková, Anežka | |
| dc.contributor.author | Komínková Oplatková, Zuzana | |
| dc.contributor.author | Pluháček, Michal | |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.relation.ispartof | Proceedings of the 33rd International ECMS Conference on Modelling and Simulation (ECMS 2019) | |
| dc.identifier.issn | 2522-2414 Scopus Sources, Sherpa/RoMEO, JCR | |
| dc.date.issued | 2019 | |
| utb.relation.volume | 33 | |
| utb.relation.issue | 1 | |
| dc.citation.spage | 43 | |
| dc.citation.epage | 49 | |
| dc.event.title | 33rd International ECMS Conference on Modelling and Simulation, ECMS 2019 | |
| dc.event.location | Napoli | |
| utb.event.state-en | Italy | |
| utb.event.state-cs | Itálie | |
| dc.event.sdate | 2019-06-11 | |
| dc.event.edate | 2019-06-14 | |
| dc.type | conferenceObject | |
| dc.language.iso | en | |
| dc.publisher | European Council for Modelling and Simulation | |
| dc.identifier.doi | 10.7148/2019-0043 | |
| dc.relation.uri | http://www.scs-europe.net/dlib/2019/2019-0043.htm | |
| dc.relation.uri | http://www.scs-europe.net/dlib/2019/ecms2019acceptedpapers/0043_is_ecms2019_0078.pdf | |
| dc.subject | Bison Algorithm | en |
| dc.subject | boundary strategy | en |
| dc.subject | hypersphere | en |
| dc.description.abstract | The Bison Algorithm is a recent swarm optimization algorithm based on bison behavior. The algorithm divides the population into two groups, simulating exploitation and exploration patterns separately. The exploration is particularly linked with crossing the search space boundaries. This paper compares several boundary violation protocols: the hypersphere, reflection, random positioning, and clipping strategies on IEEE CEC 2017 benchmark and seeks the most fitting method for the Bison Algorithm. © ECMS Mauro Iacono, Francesco Palmieri, Marco Gribaudo, Massimo Ficco (Editors). | en |
| utb.faculty | Faculty of Applied Informatics | |
| utb.faculty | University Institute | |
| dc.identifier.uri | http://hdl.handle.net/10563/1008958 | |
| utb.identifier.obdid | 43880126 | |
| utb.identifier.scopus | 2-s2.0-85068788214 | |
| utb.identifier.wok | 000477784500006 | |
| utb.source | d-scopus | |
| dc.date.accessioned | 2019-08-16T09:30:12Z | |
| dc.date.available | 2019-08-16T09:30:12Z | |
| dc.description.sponsorship | Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme [LO1303 (MSMT-7778/2014)]; European Regional Development Fund under the Project CEBIA-Tech [CZ.1.05/2.1.00/03.0089]; Internal Grant Agency of Tomas Bata University [IGA/CebiaTech/2019/002]; COST (European Cooperation in Science Technology) [CA15140, IC1406]; A.I.Lab at the Faculty of Applied Informatics, Tomas Bata University in Zlin | |
| utb.ou | CEBIA-Tech | |
| utb.contributor.internalauthor | Kazíková, Anežka | |
| utb.contributor.internalauthor | Komínková Oplatková, Zuzana | |
| utb.contributor.internalauthor | Pluháček, Michal | |
| utb.contributor.internalauthor | Šenkeřík, Roman | |
| utb.fulltext.affiliation | Anezka Kazikova, Zuzana Kominkova Oplatkova, Michal Pluhacek, Roman Senkerik Faculty of Applied Informatics Tomas Bata University in Zlin T.G. Masaryka 5555, 760 01 Zlin, Czech Republic E-mail: {kazikova, oplatkova, pluhacek, senkerik}@utb.cz | |
| utb.fulltext.dates | - | |
| utb.fulltext.sponsorship | This work was supported by the Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme Project no. LO1303 (MSMT-7778/2014), further by the European Regional Development Fund under the Project CEBIA-Tech no. CZ.1.05/2.1.00/03.0089 and by Internal Grant Agency of Tomas Bata University under the Projects no. IGA/CebiaTech/2019/002. This work is also based upon support by COST (European Cooperation in Science & Technology) under Action CA15140, Improving Applicability of Nature-Inspired Optimisation by Joining Theory and Practice (ImAppNIO), and Action IC1406, High-Performance Modelling, and Simulation for Big Data Applications (cHiPSet). The work was further supported by resources of A.I.Lab at the Faculty of Applied Informatics, Tomas Bata University in Zlin (ailab.fai.utb.cz). | |
| utb.wos.affiliation | [Kazikova, Anezka; Oplatkova, Zuzana Kominkova; Pluhacek, Michal; Senkerik, Roman] Tomas Bata Univ Zlin, Fac Appl Informat, TG Masaryka 5555, Zlin 76001, Czech Republic | |
| utb.scopus.affiliation | Faculty of Applied Informatics, Tomas Bata University in Zlin, T.G. Masaryka 5555, Zlin, 760 01, Czech Republic | |
| utb.fulltext.projects | LO1303 | |
| utb.fulltext.projects | MSMT-7778/2014 | |
| utb.fulltext.projects | CZ.1.05/2.1.00/03.0089 | |
| utb.fulltext.projects | IGA/CebiaTech/2019/002 | |
| utb.fulltext.projects | CA15140 | |
| utb.fulltext.projects | IC1406 | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics | |
| utb.fulltext.faculty | Faculty of Applied Informatics |
