Chaos PSO algorithm driven alternately by two different chaotic maps - an initial study

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan; Davendra, Donald David

Title:	Chaos PSO algorithm driven alternately by two different chaotic maps - an initial study
Author:	Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan; Davendra, Donald David
Document type:	Conference paper (English)
Source document:	2013 IEEE Congress on Evolutionary Computation, CEC 2013. 2013, p. 2444-2449
ISBN:	978-1-4799-0454-9
DOI:	https://doi.org/10.1109/CEC.2013.6557862
Abstract:	In this paper, a new approach for chaos driven PSO algorithm is proposed. Two different chaotic maps are alternately used as pseudorandom number generators and switched over during the run of chaos driven PSO algorithm. The motivation for this research came from the previous successful experiments with PSO algorithm driven by different chaotic maps. Promising results of this innovative approach are presented in the results section and briefly analyzed.
Full text:	http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6557862&queryText%3DChaos+PSO+Algorithm+Driven+Alternately+by+two+Different+Chaotic+Maps+-+an+Initial+Study
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Citace článku v konferenčním sborníku:
PLUHÁČEK, Michal, Roman ŠENKEŘÍK, Ivan ZELINKA a Donald David DAVENDRA. Chaos PSO algorithm driven alternately by two different chaotic maps - an initial study. In: 2013 IEEE Congress on Evolutionary Computation, CEC 2013 [online]. Cancún: The Institute of Electrical and Electronics Engineers (IEEE), 2013, s. 2444-2449. [cit. 2024-04-16]. Dostupné z: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6557862&queryText%3DChaos+PSO+Algorithm+Driven+Alternately+by+two+Different+Chaotic+Maps+-+an+Initial+Study.

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