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Chaos driven evolutionary algorithms for the task of PID control

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Title: Chaos driven evolutionary algorithms for the task of PID control
Author: Davendra, Donald David; Zelinka, Ivan; Šenkeřík, Roman
Document type: Peer-reviewed article; Conference paper (English)
Source document: Computers and Mathematics with Applications. 2010-08, vol. 60, issue 4, p. 1088-1104
ISSN: 0898-1221 (Sherpa/RoMEO, JCR)
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DOI: https://doi.org/10.1016/j.camwa.2010.03.066
Abstract: Chaos driven Differential Evolution algorithm and Self-Organizing Migrating Algorithm are presented in this paper for the task of PID (Proportional-Integral-Derivative) controller optimization. The dissipative chaotic Lozi map is embedded as a number generator inside DE and SOMA in order to avoid local optima stagnation and embed a superior search strategy. Three unique PID controller problems are presented and successfully resolved using these new approaches. The obtained results compare favorably with published results. (C) 2010 Elsevier Ltd. All rights reserved.
Full text: https://www.sciencedirect.com/science/article/pii/S0898122110002567
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Citace článku v časopise:
DAVENDRA, Donald David, Ivan ZELINKA a Roman ŠENKEŘÍK. Chaos driven evolutionary algorithms for the task of PID control. Computers and Mathematics with Applications [online]. 2010, vol. 60, iss. 4, s. 1088-1104. [cit. 2024-11-25]. ISSN 0898-1221. Dostupné z: https://www.sciencedirect.com/science/article/pii/S0898122110002567.

Citace článku v konferenčním sborníku:
DAVENDRA, Donald David, Ivan ZELINKA a Roman ŠENKEŘÍK. Chaos driven evolutionary algorithms for the task of PID control. In: Computers and Mathematics with Applications [online]. Gold Coast: Pergamon Elsevier Science Ltd., 2010-08, s. 1088-1104. [cit. 2024-11-25]. ISSN 0898-1221. Dostupné z: https://www.sciencedirect.com/science/article/pii/S0898122110002567.

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