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Socio-cognitive optimization of time-delay control problems using evolutionary metaheuristics
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| Title: | Socio-cognitive optimization of time-delay control problems using evolutionary metaheuristics |
| Author: | Kipiński, Piotr; 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/IS57118.2022.10019727 |
| Abstract: | Metaheuristics are universal optimization algorithms which should be used for solving difficult problems, unsolvable by classic approaches. In this paper we aim at constructing novel socio-cognitive metaheuristic based on castes, and apply several versions of this algorithm to optimization of time-delay system model. Besides giving the background and the details of the proposed algorithms we apply them to optimization of selected variants of the problem and discuss the results. © 2022 IEEE. |
| Full text: | https://ieeexplore.ieee.org/document/10019727 |
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Citace článku v konferenčním sborníku:
KIPIŃSKI, Piotr, 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 evolutionary metaheuristics. In: 2022 IEEE 11th International Conference on Intelligent Systems, IS 2022 [online]. Warsaw: Institute of Electrical and Electronics Engineers Inc., 2022 [cit. 2024-11-24]. Dostupné z: https://ieeexplore.ieee.org/document/10019727.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
KIPIŃSKI, Piotr, 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 evolutionary metaheuristics. In: 2022 IEEE 11th International Conference on Intelligent Systems, IS 2022 [online]. Warsaw: Institute of Electrical and Electronics Engineers Inc., 2022 [cit. 2024-11-24]. Dostupné z: https://ieeexplore.ieee.org/document/10019727.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
