Performance of Multi-chaotic PSO on a shifted benchmark functions set

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan

Title:

Author:

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan

Document type:

Conference paper (English)

Source document:

Proceedings of the International Conference of Numerical Analysis and Applied Mathematics 2014 (ICNAAM-2014). 2015, vol. 1648

ISSN:

0094-243X (Sherpa/RoMEO, JCR)

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ISBN:

978-0-7354-1287-3

DOI:

https://doi.org/10.1063/1.4912778

Abstract:

In this paper the performance of Multi-chaotic PSO algorithm is investigated using two shifted benchmark functions. The purpose of shifted benchmark functions is to simulate the time-variant real-world problems. The results of chaotic PSO are compared with canonical version of the algorithm. It is concluded that using the multi-chaotic approach can lead to better results in optimization of shifted functions.

Full text:

http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4912778

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Citace článku v konferenčním sborníku:
PLUHÁČEK, Michal, Roman ŠENKEŘÍK a Ivan ZELINKA. Performance of Multi-chaotic PSO on a shifted benchmark functions set. In: Proceedings of the International Conference of Numerical Analysis and Applied Mathematics 2014 (ICNAAM-2014) [online]. Rhodes: American Institute of Physics (AIP), 2015 [cit. 2024-11-22]. ISSN 0094-243X. Dostupné z: http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4912778.

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