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Multi-chaotic differential evolution: A preliminary study

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Title: Multi-chaotic differential evolution: A preliminary study
Author: Šenkeřík, Roman; Pluháček, Michal; Zelinka, Ivan; Davendra, Donald David; Komínková Oplatková, Zuzana
Document type: Conference paper (English)
Source document: Artificial Intelligence and Soft Computing 2014, Part I. 2014, vol. 8467, p. 416-427
ISSN: 0302-9743 (Sherpa/RoMEO, JCR)
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ISBN: 978-3-319-07172-5
DOI: https://doi.org/10.1007/978-3-319-07173-2_36
Abstract: This research deals with the initial investigations on the concept of a multi-chaos-driven evolutionary algorithm Differential Evolution (DE). This paper is aimed at the embedding and alternating of set of two discrete dissipative chaotic systems in the form of chaos pseudo random number generator for DE. Repeated simulations were performed on the selected test function in higher dimensions. Finally, the obtained results are compared with canonical DE.
Full text: https://link.springer.com/chapter/10.1007/978-3-319-07173-2_36
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Citace článku v konferenčním sborníku:
ŠENKEŘÍK, Roman, Michal PLUHÁČEK, Ivan ZELINKA, Donald David DAVENDRA a Zuzana KOMÍNKOVÁ OPLATKOVÁ. Multi-chaotic differential evolution: A preliminary study. In: Artificial Intelligence and Soft Computing 2014, Part I [online]. Zakopane: Springer-Verlag Berlin, 2014, s. 416-427. [cit. 2024-11-22]. ISSN 0302-9743. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-319-07173-2_36.

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