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Single and multi chaos enhanced differential evolution on the selected PID tuning problem

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Název: Single and multi chaos enhanced differential evolution on the selected PID tuning problem
Autor: Šenkeřík, Roman; Pluháček, Michal; Zelinka, Ivan
Typ dokumentu: Článek ve sborníku (English)
Zdrojový dok.: Lecture Notes in Electrical EngineeringAETA 2015: Recent Advances in Electrical Engineering and Related Sciences. 2016, vol. 371, p. 563-572
ISSN: 1876-1100 (Sherpa/RoMEO, JCR)
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ISBN: 9783319272450
DOI: https://doi.org/10.1007/978-3-319-27247-4_48
Abstrakt: This paper presents results of the utilization of single and multi chaos enhanced differential evolution (DE) algorithm in the task of PID controller design for the selected 4th order dynamical system. The aim of the paper is to highlight the advantages and disadvantages of utilizing such complex chaos enhanced heuristics for simple real life and fast optimization process. The results of four versions of chaos driven DE are compared with canonical DE versions, which do not utilize the chaos in the place of pseudo-random number generator. © Springer International Publishing Switzerland 2016.
Plný text: https://link.springer.com/chapter/10.1007/978-3-319-27247-4_48
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Citace článku v konferenčním sborníku:
ŠENKEŘÍK, Roman, Michal PLUHÁČEK a Ivan ZELINKA. Single and multi chaos enhanced differential evolution on the selected PID tuning problem. In: Lecture Notes in Electrical Engineering [online]. Ho Chi Minh City: Springer Verlag, 2016, s. 563-572. [cit. 2024-04-20]. ISSN 1876-1100. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-319-27247-4_48.

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