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Performance of the bison algorithm on benchmark IEEE CEC 2017

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dc.title Performance of the bison algorithm on benchmark IEEE CEC 2017 en
dc.contributor.author Kazíková, Anežka
dc.contributor.author Pluháček, Michal
dc.contributor.author Šenkeřík, Roman
dc.relation.ispartof Advances in Intelligent Systems and Computing
dc.identifier.issn 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 9783319911885
dc.date.issued 2019
utb.relation.volume 764
dc.citation.spage 445
dc.citation.epage 454
dc.event.title 7th Computer Science On-line Conference, CSOC 2018
dc.event.sdate 2018-04-25
dc.event.edate 2018-04-28
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.identifier.doi 10.1007/978-3-319-91189-2_44
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-91189-2_44
dc.subject Bison en
dc.subject Bison Algorithm en
dc.subject Metaheuristic en
dc.subject Optimization en
dc.subject Swarm algorithms en
dc.description.abstract This paper studies the performance of a newly developed optimization algorithm inspired by the behavior of bison herds: the Bison Algorithm. The algorithm divides its population into two groups. The exploiting group simulates the swarming behavior of bison herds endangered by predators. The exploring group systematically runs through the search space in order to avoid local optima. At the beginning of the paper, the Bison Algorithm is introduced. Then the performance of the algorithm is compared to the Particle Swarm Optimization and the Cuckoo Search on the set of 30 benchmark functions of IEEE CEC 2017. Finally, the outcome of the experiments is discussed. © 2019, Springer International Publishing AG, part of Springer Nature. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1007988
utb.identifier.obdid 43878974
utb.identifier.scopus 2-s2.0-85047876032
utb.identifier.wok 000460247600044
utb.source d-scopus
dc.date.accessioned 2018-07-27T08:47:38Z
dc.date.available 2018-07-27T08:47:38Z
utb.contributor.internalauthor Kazíková, Anežka
utb.contributor.internalauthor Pluháček, Michal
utb.contributor.internalauthor Šenkeřík, Roman
utb.scopus.affiliation Faculty of Applied Informatics, Tomas Bata University in Zlin, T.G. Masaryka 5555, Zlin, Czech Republic
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