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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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