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On the behavior and performance of chaos driven PSO algorithm with inertia weight

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Název: On the behavior and performance of chaos driven PSO algorithm with inertia weight
Autor: Pluháček, Michal; Šenkeřík, Roman; Davendra, Donald David; Komínková Oplatková, Zuzana; Zelinka, Ivan
Typ dokumentu: Recenzovaný odborný článek (English)
Zdrojový dok.: Computers and Mathematics with Applications. 2013, vol. 66, issue 2, p. 122-134
ISSN: 0898-1221 (Sherpa/RoMEO, JCR)
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DOI: https://doi.org/10.1016/j.camwa.2013.01.016
Abstrakt: In this paper, the utilization of chaos pseudorandom number generators based on three different chaotic maps to alter the behavior and overall performance of PSO algorithm is proposed. This paper presents results of testing the performance and behavior of the proposed algorithm on typical benchmark functions that represent unimodal and multimodal problems. The promising results are analyzed and discussed. © 2013 Elsevier Ltd. All rights reserved.
Plný text: https://www.sciencedirect.com/science/article/pii/S0898122113000333
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Citace článku v časopise:
PLUHÁČEK, Michal, Roman ŠENKEŘÍK, Donald David DAVENDRA, Zuzana KOMÍNKOVÁ OPLATKOVÁ a Ivan ZELINKA. On the behavior and performance of chaos driven PSO algorithm with inertia weight. Computers and Mathematics with Applications [online]. 2013, vol. 66, iss. 2, s. 122-134. [cit. 2024-11-22]. ISSN 0898-1221. Dostupné z: https://www.sciencedirect.com/science/article/pii/S0898122113000333.

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