Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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Socio-cognitive inspirations in classic metaheuristics

2019/35/O/ST6/00570

Keywords:

metaheuristics global optimization hybrid algorithms

Descriptors:

  • ST6_007:
  • ST6_006:

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

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

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Aleksander Byrski 

Number of co-investigators in the project: 2

Call: PRELUDIUM BIS 1 - announced on 2019-09-16

Amount awarded: 400 680 PLN

Project start date (Y-m-d): 2020-10-01

Project end date (Y-m-d): 2025-07-31

Project duration:: 58 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 (4)
  • Articles in post-conference publications (9)
  • Book publications / chapters in book publications (1)
  1. Population diversity in ant-inspired optimization algorithms
    Authors:
    Aleksander BYRSKI, Krzysztof Węgrzyński, Wojciech Radwański, Grażyna STARZEC, Mateusz STARZEC, Monika BARGIEŁ, Aleksandra URBAŃCZYK, Marek KISIEL-DOROHINICKI
    Academic press:
    Computer Science (rok: 2021, tom: 22(3), strony: 297-320), Wydawca: Wydawnictwa AGH
    Status:
    Published
    DOI:
    10.7494/csci.2021.22.3.4301 - link to the publication
  2. Socio-cognitive caste-based optimization
    Authors:
    Aleksandra URBAŃCZYK, Piotr Kipiński, Mateusz Nabywaniec, Leszek RUTKOWSKI, Siang Yew Chong, Xin Yao, Krzysztof BORYCZKO, Aleksander BYRSKI
    Academic press:
    Journal of Computational Science (rok: 2023, tom: 72, strony: 45672), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.jocs.2023.102098 - link to the publication
  3. Population diversity in ant-inspired optimization algorithms
    Authors:
    Aleksander BYRSKI, Krzysztof Węgrzyński, Wojciech Radwański, Grażyna STARZEC, Mateusz STARZEC, Monika BARGIEŁ, Aleksandra URBAŃCZYK, Marek KISIEL-DOROHINICKI
    Academic press:
    Computer Science (rok: 2021, tom: 22(3), strony: 297-320), Wydawca: Wydawnictwa AGH
    Status:
    Published
    DOI:
    10.7494/csci.2021.22.3.4301 - link to the publication
  4. Population diversity in ant-inspired optimization algorithms
    Authors:
    Aleksander BYRSKI, Krzysztof Węgrzyński, Wojciech Radwański, Grażyna STARZEC, Mateusz STARZEC, Monika BARGIEŁ, Aleksandra URBAŃCZYK, Marek KISIEL-DOROHINICKI
    Academic press:
    Computer Science (rok: 2021, tom: 22(3), strony: 297-320), Wydawca: Wydawnictwa AGH
    Status:
    Published
    DOI:
    10.7494/csci.2021.22.3.4301 - link to the publication
  1. Socio-cognitive evolution strategies
    Authors:
    Aleksandra URBAŃCZYK, Bartosz Nowak, Patryk ORZECHOWSKI, Jason H. Moore, Marek KISIELDOROHINICKI, Aleksander BYRSKI
    Conference:
    Computational Science – ICCS 2021 : 21st international conference : Krakow, Poland, June 16–18, 2021 : proceedings, Pt. 2 / eds. Maciej Paszyński, [et al.]. — Cham : Springer Nature Switzerland, (Lecture Notes in Computer Science ; ISSN 0302-9743 ; vol. 12743. Theoretical Computer Science and General Issues ; ISSN 2512-2010 ; vol. 12743). (rok: 2021, tom: ICCS 2021, strony: 329-342), Wydawca: Springer Nature Switzerland
    Data:
    konferencja 16–18 czerwca 2021
    Status:
    Published
    DOI:
    10.1007/978-3-030-77964-1_26 - link to the publication
  2. Socio-cognitive Optimization of Time-delay Control Problems using Agent-based Metaheuristics
    Authors:
    Mateusz Nabywaniec, Hubert GUZOWSKI, Aleksandra URBAŃCZYK, Maciej SMOŁKA, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI, Zuzana Kominkova-Oplatkova, Roman Senkerik, Libor Pekar, Radek Matusu, Frantisek Gazdos
    Conference:
    Proceedings of 2022 IEEE 11th international conference on Intelligent Systems (IS) : 12-14 October 2022, Warsaw (rok: 2022, tom: 2022 IEEE 11th international conference on Intelligent Systems (IS) : 12-14 October 2022, Warsaw, strony: -), Wydawca: IEEE
    Data:
    konferencja 12-14 Pazdziernik 2022
    Status:
    Published
    DOI:
    10.1109/IS57118.2022.10019693 - link to the publication
  3. Socio-cognitive Optimization of Time-delay Control Problems using Agent-based Metaheuristics
    Authors:
    Mateusz Nabywaniec, Hubert GUZOWSKI, Aleksandra URBAŃCZYK, Maciej SMOŁKA, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI, Zuzana Kominkova-Oplatkova, Roman Senkerik, Libor Pekar, Radek Matusu, Frantisek Gazdos
    Conference:
    Proceedings of 2022 IEEE 11th international conference on Intelligent Systems (IS) : 12-14 October 2022, Warsaw (rok: 2022, tom: 2022 IEEE 11th international conference on Intelligent Systems (IS) : 12-14 October 2022, Warsaw, strony: -), Wydawca: IEEE
    Data:
    konferencja 12-14 Pazdziernik 2022
    Status:
    Published
    DOI:
    10.1109/IS57118.2022.10019693 - link to the publication
  4. Neural-Network based Adaptation of Variation Operators' Parameters for Metaheuristics
    Authors:
    Tymoteusz Dobrzański, Aleksandra URBAŃCZYK, Tomasz PEŁECH-PILICHOWSKI, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI
    Conference:
    Computational Science – ICCS 2022 : 22nd international conference : London, UK, June 21–23, 2022 : proceedings, Pt. 2 (rok: 2022, tom: International Conference on Computational Science ICCS 2022, strony: 394-407), Wydawca: Springer
    Data:
    konferencja 21-23.06.2022
    Status:
    Published
    DOI:
    10.1007/978-3-031-08754-7_47 - link to the publication
  5. Socio-cognitive evolution strategies
    Authors:
    Aleksandra URBAŃCZYK, Bartosz Nowak, Patryk ORZECHOWSKI, Jason H. Moore, Marek KISIELDOROHINICKI, Aleksander BYRSKI
    Conference:
    Computational Science – ICCS 2021 : 21st international conference : Krakow, Poland, June 16–18, 2021 : proceedings, Pt. 2 / eds. Maciej Paszyński, [et al.]. — Cham : Springer Nature Switzerland, (Lecture Notes in Computer Science ; ISSN 0302-9743 ; vol. 12743. Theoretical Computer Science and General Issues ; ISSN 2512-2010 ; vol. 12743). (rok: 2021, tom: ICCS 2021, strony: 329-342), Wydawca: Springer Nature Switzerland
    Data:
    konferencja 16–18 czerwca 2021
    Status:
    Published
    DOI:
    10.1007/978-3-030-77964-1_26 - link to the publication
  6. Socio-cognitive optimization of time-delay control problems using evolutionary metaheuristics
    Authors:
    Piotr Kipiński, Hubert GUZOWSKI, Aleksandra URBAŃCZYK, Maciej SMOŁKA, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI, Zuzana Kominkova-Oplatkova, Roman Senkerik, Libor Pekar, Radek Matusu, Frantisek Gazdos
    Conference:
    Proceedings of 2022 IEEE 11th international conference on Intelligent Systems (IS) : 12-14 October 2022, Warsaw (rok: 2022, tom: 2022 IEEE 11th international conference on Intelligent Systems (IS) : 12-14 October 2022, Warsaw, strony: -), Wydawca: IEEE
    Data:
    konferencja 12-14 Pazdziernika 2022
    Status:
    Published
    DOI:
    10.1109/IS57118.2022.10019727 - link to the publication
  7. Socio-cognitive optimization of time-delay control problems using evolutionary metaheuristics
    Authors:
    Piotr Kipiński, Hubert GUZOWSKI, Aleksandra URBAŃCZYK, Maciej SMOŁKA, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI, Zuzana Kominkova-Oplatkova, Roman Senkerik, Libor Pekar, Radek Matusu, Frantisek Gazdos
    Conference:
    Proceedings of 2022 IEEE 11th international conference on Intelligent Systems (IS) : 12-14 October 2022, Warsaw (rok: 2022, tom: 2022 IEEE 11th international conference on Intelligent Systems (IS) : 12-14 October 2022, Warsaw, strony: -), Wydawca: IEEE
    Data:
    konferencja 12-14 Pazdziernika 2022
    Status:
    Published
    DOI:
    10.1109/IS57118.2022.10019727 - link to the publication
  8. Neural-Network based Adaptation of Variation Operators' Parameters for Metaheuristics
    Authors:
    Tymoteusz Dobrzański, Aleksandra URBAŃCZYK, Tomasz PEŁECH-PILICHOWSKI, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI
    Conference:
    Computational Science – ICCS 2022 : 22nd international conference : London, UK, June 21–23, 2022 : proceedings, Pt. 2 (rok: 2022, tom: International Conference on Computational Science ICCS 2022, strony: 394-407), Wydawca: Springer
    Data:
    konferencja 21-23.06.2022
    Status:
    Published
    DOI:
    10.1007/978-3-031-08754-7_47 - link to the publication
  9. Socio-cognitive evolution strategies
    Authors:
    Aleksandra URBAŃCZYK, Bartosz Nowak, Patryk ORZECHOWSKI, Jason H. Moore, Marek KISIELDOROHINICKI, Aleksander BYRSKI
    Conference:
    Computational Science – ICCS 2021 : 21st international conference : Krakow, Poland, June 16–18, 2021 : proceedings, Pt. 2 / eds. Maciej Paszyński, [et al.]. — Cham : Springer Nature Switzerland, (Lecture Notes in Computer Science ; ISSN 0302-9743 ; vol. 12743. Theoretical Computer Science and General Issues ; ISSN 2512-2010 ; vol. 12743). (rok: 2021, tom: ICCS 2021, strony: 329-342), Wydawca: Springer Nature Switzerland
    Data:
    konferencja 16–18 czerwca 2021
    Status:
    Published
    DOI:
    10.1007/978-3-030-77964-1_26 - link to the publication
  1. Socio-cognitive flock-based optimization
    Authors:
    Aleksandra URBAŃCZYK, Krzysztof Czech, Aleksander BYRSKI
    Book:
    Progress in Polish artificial intelligence research (rok: 2023, tom: 4, strony: 381-385), Wydawca: Łódź University of Technology Press
    Status:
    Published
    DOI:
    10.34658/9788366741928.60 - link to the publication

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