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Socio-cognitive optimization of time-delay control problems using agent-based metaheuristics
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| Title: | Socio-cognitive optimization of time-delay control problems using agent-based metaheuristics |
| Author: | Nabywaniec, Mateusz; Guzowski, Hubert; Urbańczyk, Aleksandra; Smołka, Maciej; Kisiel-Dorohinicki, Marek; Byrski, Aleksander; Komínková Oplatková, Zuzana; Šenkeřík, Roman; Pekař, Libor; Matušů, Radek; Gazdoš, František |
| Document type: | Conference paper (English) |
| Source document: | 2022 IEEE 11th International Conference on Intelligent Systems, IS 2022. 2022 |
| ISBN: |
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| DOI: | https://doi.org/10.1109/IS57118.2022.10019693 |
| Abstract: | Following the introduction of the socio-cognitive caste-based algorithms into the classic evolutionary metaheuristics, in this paper we focus on similar task regarding agent-based universal optimization methods. We tackle EMAS and DE algorithms and enrich them also with TOPSIS-inspired mechanism. Besides giving the details of the methods and the background, we present preliminary results after applying those techniques to solving the problem of optimization of time-delay system model. © 2022 IEEE. |
| Full text: | https://ieeexplore.ieee.org/document/10019693 |
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Citace článku v konferenčním sborníku:
NABYWANIEC, Mateusz, Hubert GUZOWSKI, Aleksandra URBAŃCZYK, Maciej SMOŁKA, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI, Zuzana KOMÍNKOVÁ OPLATKOVÁ, Roman ŠENKEŘÍK, Libor PEKAŘ, Radek MATUŠŮ a František GAZDOŠ. Socio-cognitive optimization of time-delay control problems using agent-based metaheuristics. In: 2022 IEEE 11th International Conference on Intelligent Systems, IS 2022 [online]. Warsaw: Institute of Electrical and Electronics Engineers Inc., 2022 [cit. 2024-11-22]. Dostupné z: https://ieeexplore.ieee.org/document/10019693.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
NABYWANIEC, Mateusz, Hubert GUZOWSKI, Aleksandra URBAŃCZYK, Maciej SMOŁKA, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI, Zuzana KOMÍNKOVÁ OPLATKOVÁ, Roman ŠENKEŘÍK, Libor PEKAŘ, Radek MATUŠŮ a František GAZDOŠ. Socio-cognitive optimization of time-delay control problems using agent-based metaheuristics. In: 2022 IEEE 11th International Conference on Intelligent Systems, IS 2022 [online]. Warsaw: Institute of Electrical and Electronics Engineers Inc., 2022 [cit. 2024-11-22]. Dostupné z: https://ieeexplore.ieee.org/document/10019693.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
