Kontaktujte nás | Jazyk: čeština English
Název: | Investigation on the performance of a new multiple choice strategy for PSO algorithm in the task of large scale optimization problems |
Autor: | Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan |
Typ dokumentu: | Článek ve sborníku (English) |
Zdrojový dok.: | 2013 IEEE Congress on Evolutionary Computation, CEC 2013. 2013, p. 2007-2011 |
ISBN: | 978-1-4799-0454-9 |
DOI: | https://doi.org/10.1109/CEC.2013.6557805 |
Abstrakt: | In this paper, a novel strategy for particle swarm optimization is presented and investigated over its ability to improve the performance of PSO algorithm in the task of large scale optimization problems. This proposed strategy alters the way the velocity of each particle is determined. Promising results of this innovative strategy are presented in the results section and briefly analyzed. |
Plný text: | http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6557805 |
Zobrazit celý záznam |