Kontaktujte nás | Jazyk: čeština English
Název: | Chaos PSO with super-sized swarm—initial study |
Autor: | Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan |
Typ dokumentu: | Článek ve sborníku (English) |
Zdrojový dok.: | Proceedings of the Second International Afro-European Conference for Industrial Advancement (AECIA 2015)Advances in Intelligent Systems and Computing. 2016, vol. 427, p. 527-535 |
ISSN: | 2194-5357 (Sherpa/RoMEO, JCR) |
ISBN: | 9783319295039 |
DOI: | https://doi.org/10.1007/978-3-319-29504-6_49 |
Abstrakt: | In this paper it is investigated the possibility of improving the performance of PSO algorithm with super-sized population. The performance fo canonical PSO with super-sized swarm has been investigated previously and showed promising results. In this study four different chaotic systems are used as pseudo-random number generators for the PSO algorithm. The IEEE CEC’13 benchmark set is used to evaluate the performance of the method. © Springer International Publishing Switzerland 2016. |
Plný text: | https://link.springer.com/chapter/10.1007/978-3-319-29504-6_49 |
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