Impact of various chaotic maps on the performance of chaos enhanced PSO algorithm with inertia weight - An initial study

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan

Title:	Impact of various chaotic maps on the performance of chaos enhanced PSO algorithm with inertia weight - An initial study
Author:	Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan
Document type:	Conference paper (English)
Source document:	Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems. 2013, vol. 192, p. 153-166
ISSN:	2194-5357 (Sherpa/RoMEO, JCR)

ISBN:	978-3-642-33226-5
DOI:	https://doi.org/10.1007/978-3-642-33227-2_18
Abstract:	In this paper, it is proposed the utilization of three different chaotic maps based number generators to enhance the performance of PSO algorithm with inertia weight. This initial study presents results of performance testing on several test functions. Results obtained for different chaotic generators are compared and briefly analyzed.
Full text:	https://link.springer.com/chapter/10.1007/978-3-642-33227-2_18
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Citace článku v konferenčním sborníku:
PLUHÁČEK, Michal, Roman ŠENKEŘÍK a Ivan ZELINKA. Impact of various chaotic maps on the performance of chaos enhanced PSO algorithm with inertia weight - An initial study. In: Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems [online]. Ostrava: Springer-Verlag Berlin, 2013, s. 153-166. [cit. 2024-04-19]. ISSN 2194-5357. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-642-33227-2_18.

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