Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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Metaheuristic-based parametric optimization of time-delay models and control systems

2020/39/I/ST7/02285

Keywords:

metaheuristics time-delay systems global and multi-criteria optimization

Descriptors:

  • ST6_006:
  • ST7_001:

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Informatyki, Elektroniki i Telekomunikacji

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Janusz Aleksander Kacprzyk 

Number of co-investigators in the project: 5

Call: OPUS 20 (LAP) - announced on 2020-09-15

Amount awarded: 542 900 PLN

Project start date (Y-m-d): 2021-10-08

Project end date (Y-m-d): 2024-10-07

Project duration:: 36 months (the same as in the proposal)

Project status: Project completed

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (1)
  • Articles in post-conference publications (9)
  1. PORTFOLIO OPTIMIZATION WITH TRANSLATION OF REPRESENTATION FOR TRANSPORT PROBLEMS
    Authors:
    Malgorzata Zajecka, Mateusz Mastalerczyk, Siang Yew Chong, Xin Yao, Joanna Kwiecien, Wojciech Chmiel, Jacek Dajda, Marek Kisiel-Dorohinicki, Aleksander Byrski
    Academic press:
    Journal of Artificial Intelligence and Soft Computing Research (rok: 2024, tom: 15, strony: 57-75), Wydawca: Polish Neural Network Society & the University of Social Sciences in Lodz - Sciendo
    Status:
    Published
    DOI:
    10.2478/jaiscr-2025-0004 - link to the publication
  1. Maximizing Efficiency: A Comparative Study of SOMA Variants and Constraint Handling Methods for Time Delay System Optimization
    Authors:
    Roman Šenkeřik, Tomaš Kadavy, Peter Janku, Michal Pluhaček, Hubert Guzowski, Libor Pekař, Radek Matušů, Adam Viktorin, Maciej Smołka, Aleksander Byrski, Zuzana Komínková Oplatková
    Conference:
    GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation (rok: 2023, tom: Conference on Genetic and Evolutionary Computation,, strony: 1821-1829), Wydawca: ACM
    Data:
    konferencja 15-19.07.2023
    Status:
    Published
    DOI:
    10.1145/3583133.3596417 - link to the publication
  2. Socio-cognitive Optimization of Time-delay Control Problems using Evolutionary Metaheuristics
    Authors:
    P. Kipiński, H. Guzowski, A. Urbańczyk, M. Smołka, M. Kisiel-Dorohinicki, A. Byrski
    Conference:
    Proceedings of 2022 IEEE 11th International Conference on Intelligent Systems (rok: 2022, tom: 2022 IEEE 11th International Conference on Intelligent Systems, strony: -), Wydawca: IEEE
    Data:
    konferencja 12-14 października 2022
    Status:
    Published
    DOI:
    10.1109/IS57118.2022.10019727 - link to the publication
  3. Socio-cognitive Optimization of Time-delay Control Problems using Agent-based Metaheuristics
    Authors:
    M. Nabywaniec, H. Guzowski, A. Urbańczyk, M. Smołka, Z. Kominkova-Oplatkova, R. Senkerik, L. Pekar, R. Matusu, F. Gazdos
    Conference:
    Proceedings of 2022 IEEE 11th International Conference on Intelligent Systems (rok: 2022, tom: 2022 IEEE 11th International Conference on Intelligent Systems, strony: -), Wydawca: IEEE
    Data:
    konferencja 12-14 października 2022
    Status:
    Published
    DOI:
    10.1109/IS57118.2022.10019693 - link to the publication
  4. Configuring a Hierarchical Evolutionary Strategy Using Exploratory Landscape Analysis
    Authors:
    Hubert Guzowski, Maciej Smołka
    Conference:
    GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation (rok: 2023, tom: Conference on Genetic and Evolutionary Computation, strony: 1785-1792), Wydawca: ACM
    Data:
    konferencja 15-19.07.2023
    Status:
    Published
    DOI:
    10.1145/3583133.3596403 - link to the publication
  5. Efficient Time-Delay System Optimization with Auto-Configured Metaheuristics
    Authors:
    4. Roman Šenkeřik, Aleksander Byrski, Hubert Guzowski, Peter Janku, Tomaš Kadavy, Zuzana Komínková Oplatková, Radek Matušů, Michal Pluhaček, Libor Pekař, Maciej Smołka, Adam Viktorin
    Conference:
    Proceedings of the 2023 IEEE International Conference on Systems, Man and Cybernetics (SMC) (tom: IEEE International Conference on Systems, Man and Cybernetics (SMC), strony: 1084-1089), Wydawca: IEEE
    Data:
    konferencja 1-4.10.2023
    Status:
    Published
    DOI:
    10.1109/SMC53992.2023.10394087 - link to the publication
  6. Operating Point Shift Induced by Relay Asymmetry: An Iterative Solution Proposal
    Authors:
    Libor Pekař, Radek Matušů, Hubert Guzowski, František Gazdoš
    Conference:
    Proceedings of the 2023 24th International Conference on Process Control (PC) (rok: 2023, tom: 24th International Conference on Process Control (PC), Štrbské Pleso, Slovakia, strony: 36-41), Wydawca: IEEE
    Data:
    konferencja 6-9.06.2023
    Status:
    Published
    DOI:
    10.1109/PC58330.2023.10217465 - link to the publication
  7. Operating Point Shift Induced by Relay Asymmetry: An Iterative Solution Proposal
    Authors:
    1. Libor Pekař, Radek Matušů, Hubert Guzowski, František Gazdoš
    Conference:
    Proceedings of the 2023 24th International Conference on Process Control (PC) (tom: 24th International Conference on Process Control (PC), Štrbské Pleso, Slovakia, strony: 36-41), Wydawca: IEEE
    Data:
    konferencja 6-9.06.2023
    Status:
    Published
    DOI:
    10.1109/PC58330.2023.10217465 - link to the publication
  8. Enhancing a Hierarchical Evolutionary Strategy Using the Nearest-Better Clustering
    Authors:
    H. Guzowski, M. Smołka, L. Pekar
    Conference:
    Proceedings of ICCS 2024 (rok: 2024, tom: Lecture Notes in Computer Science (LNCS,volume 14834), strony: 423-437), Wydawca: Springer
    Data:
    konferencja 2-4 July 2024
    Status:
    Published
    DOI:
    10.1007/978-3-031-63759-9_43 - link to the publication
  9. Efficient Time-Delay System Optimization with Auto-Configured Metaheuristics
    Authors:
    4.Roman Šenkeřik, Aleksander Byrski, Hubert Guzowski, Peter Janku, Tomaš Kadavy, Zuzana Komínková Oplatková, Radek Matušů, Michal Pluhaček, Libor Pekař, Maciej Smołka, Adam Viktorin
    Conference:
    Proceedings of the 2023 IEEE International Conference on Systems, Man and Cybernetics (SMC) (rok: 2023, tom: IEEE International Conference on Systems, Man and Cybernetics (SMC), strony: 1084-1089), Wydawca: IEEE
    Data:
    konferencja 1-4.10.2023
    Status:
    Published
    DOI:
    10.1109/SMC53992.2023.10394087 - link to the publication

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