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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): 2026-07-31

Project duration:: 70 months (the same as in the proposal)

Project status: Pending project

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 (3)
  • 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: 46037), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.jocs.2023.102098 - link to the publication
  3. (mu+lambda) Evolution Strategy with socio-cognitive mutation
    Authors:
    A. Urbańczyk, K. Kucaba, M. Wojtulewicz, M. Kisiel-Dorohinicki, L. Rutkowski, P. Duda, J. Kacprzyk, S-Y Chong, X. Yao, A. Byrski
    Academic press:
    Journal of Automation, Mobile Robotics & Intelligent Systems : JAMRIS (rok: 2024, tom: 18 (1), strony: 46033), Wydawca: Industrial Research Institute for Automation and Measurements PIAP - Sciendo
    Status:
    Published
    DOI:
    10.14313/JAMRIS/1-2024/1 - link to the publication
  1. 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
  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 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
  4. TOPSIS-inspired socio-cognitive mutation operator for metaheuristics
    Authors:
    Jan Bugajski, Tomasz Ukowski, Aleksandra URBAŃCZYK, Magdalena KRÓL, Michał IDZIK, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI
    Conference:
    Intelligent Information and Database Systems : 17th Asian Conference, ACIIDS 2025 (rok: 2025, tom: Intelligent Information and Database Systems : 17th Asian Conference, ACIIDS 2025, strony: 261–275), Wydawca: Springer
    Data:
    konferencja 23-25 kwietnia
    Status:
    Published
    DOI:
    10.1007/978-981-96-6005-6_19 - link to the publication
  5. 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
  6. Estimation of distribution algorithms with overlapped subpopulations
    Authors:
    Norbert Morawski, Mateusz Cyganek, Małgorzata ZAJĘCKA, Aleksandra URBAŃCZYK, Magdalena KRÓL, Michał IDZIK, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI
    Conference:
    Intelligent Information and Database Systems : 17th Asian Conference, ACIIDS 2025 (rok: 2025, tom: Intelligent Information and Database Systems, strony: 176-190), Wydawca: Springer
    Data:
    konferencja 23-25 kwietnia
    Status:
    Published
    DOI:
    10.1007/978-981-96-6005-6_13 - link to the publication
  7. Sequential, parallel and consecutive hybrid evolutionary-swarm optimization metaheuristics
    Authors:
    Piotr URBAŃCZYK, Aleksandra URBAŃCZYK, Magdalena KRÓL, Leszek Rutkowski, Marek KISIEL-DOROHINICKI
    Conference:
    Computational Science – ICCS 2025 Workshops : 25th international conference (rok: 2025, tom: Computational Science – ICCS 2025, strony: 203–218), Wydawca: Springer
    Data:
    konferencja 7-9 lipca
    Status:
    Published
    DOI:
    10.1007/978-3-031-97554-7_15 - link to the publication
  8. Socio-cognitive agent-oriented evolutionary algorithm with trust-based optimization
    Authors:
    Aleksandra URBAŃCZYK, Krzysztof Czech, Piotr URBAŃCZYK, Marek KISIEL-DOROHINICKI, Aleksander BYRSKI
    Conference:
    Computational Science – ICCS 2025 Workshops : 25th international conference (rok: 2025, tom: International Conference on Computational Science – ICCS 2025, strony: 249–264), Wydawca: Springer
    Data:
    konferencja 7-9 lipca
    Status:
    Published
    DOI:
    10.1007/978-3-031-97554-7_18 - link to the publication
  9. TOPSIS-like metaheuristic for LABS problem
    Authors:
    Aleksandra URBAŃCZYK, Bogumiła Papiernik, Piotr Magiera, Piotr URBAŃCZYK, Aleksander BYRSKI
    Conference:
    Artificial Intelligence and Soft Computing : 24th International Conference, ICAISC 2025 : Zakopane, Poland, June 22–26, 2025 : proceedings , Pt. 1 (rok: 2025, tom: Artificial Intelligence and Soft Computing, strony: 280–291), Wydawca: Springer
    Data:
    konferencja 22-26 czerwca
    Status:
    Published
    DOI:
    10.1007/978-3-032-03705-3_24 - 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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