Extended initial study on the performance of enhanced PSO algorithm with Lozi chaotic map

Pluháček, Michal; Budíková, Věra; Šenkeřík, Roman; Oplatková, Zuzana; Zelinka, Ivan

Title:	Extended initial study on the performance of enhanced PSO algorithm with Lozi chaotic map
Author:	Pluháček, Michal; Budíková, Věra; Šenkeřík, Roman; Oplatková, Zuzana; Zelinka, Ivan
Document type:	Conference paper (English)
Source document:	Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems. 2013, vol. 192, p. 167-177
ISSN:	2194-5357 (Sherpa/RoMEO, JCR)

ISBN:	978-3-642-33226-5
DOI:	https://doi.org/10.1007/978-3-642-33227-2_19
Abstract:	In this paper, it is proposed the utilization of discrete Lozi map based chaos random number generator to enhance the performance of PSO algorithm with inertia weight. Performance tests and results are presented. Results are analyzed and compared with another evolutionary algorithm Tuning experiment was performed.
Full text:	https://link.springer.com/chapter/10.1007/978-3-642-33227-2_19
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Citace článku v konferenčním sborníku:
PLUHÁČEK, Michal, Věra BUDÍKOVÁ, Roman ŠENKEŘÍK, Zuzana OPLATKOVÁ a Ivan ZELINKA. Extended initial study on the performance of enhanced PSO algorithm with Lozi chaotic map. In: Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems [online]. Ostrava: Springer-Verlag Berlin, 2013, s. 167-177. [cit. 2024-11-23]. ISSN 2194-5357. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-642-33227-2_19.

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