PSO algorithm enhanced with Lozi Chaotic Map - Tuning experiment

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan

Název:

Autor:

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan

Typ dokumentu:

Článek ve sborníku (English)

Zdrojový dok.:

Proceedings of the International Conference of Numerical Analysis and Applied Mathematics 2014 (ICNAAM-2014). 2015, vol. 1648

ISSN:

0094-243X (Sherpa/RoMEO, JCR)

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ISBN:

978-0-7354-1287-3

DOI:

https://doi.org/10.1063/1.4912777

Abstrakt:

In this paper it is investigated the effect of tuning of control parameters of the Lozi Chaotic Map employed as a chaotic pseudo-random number generator for the particle swarm optimization algorithm. Three different benchmark functions are selected from the IEEE CEC 2013 competition benchmark set. The Lozi map is extensively tuned and the performance of PSO is evaluated.

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http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4912777

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Citace článku v konferenčním sborníku:
PLUHÁČEK, Michal, Roman ŠENKEŘÍK a Ivan ZELINKA. PSO algorithm enhanced with Lozi Chaotic Map - Tuning experiment. In: Proceedings of the International Conference of Numerical Analysis and Applied Mathematics 2014 (ICNAAM-2014) [online]. Rhodes: American Institute of Physics (AIP), 2015 [cit. 2024-11-21]. ISSN 0094-243X. Dostupné z: http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4912777.

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