Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Heuristic Discovery of Underlying Objectives for Test-based Problems.

2014/15/N/ST6/04572

Keywords:

coevolutionary algorithms genetic programming test-based problems metaheuristics

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

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

Host institution :

Politechnika Poznańska, Wydział Informatyki

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Paweł Liskowski 

Number of co-investigators in the project: 2

Call: PRELUDIUM 8 - announced on 2014-09-15

Amount awarded: 128 420 PLN

Project start date (Y-m-d): 2015-08-10

Project end date (Y-m-d): 2018-08-09

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

Project status: Project settled

Equipment purchased [PL]

  1. Komputer typu laptop (6 500 PLN)

Information in the final report

  • Publication in academic press/journals (3)
  • Articles in post-conference publications (6)
  1. Online Discovery of Search Objectives for Test-Based Problems
    Authors:
    Paweł Liskowski, Krzysztof Krawiec
    Academic press:
    Evolutionary Computation (rok: 2016, ), Wydawca: MIT Press Journals
    Status:
    Published
    DOI:
    10.1162/EVCO_a_00179 - link to the publication
  2. Learning to Play Othello with Deep Neural Networks
    Authors:
    Paweł Liskowski, Wojciech Jaśkowski, Krzysztof Krawiec
    Academic press:
    IEEE Transactions on Games (rok: 2017, tom: 1, strony: 45292), Wydawca: IEEE
    Status:
    Accepted for publication
    DOI:
    10.1109/TG.2018.2799997 - link to the publication
  3. Adaptive Test Selection for Factorization-based Surrogate Fitness in Genetic Programming
    Authors:
    Krzysztof Krawiec, Paweł Liskowski
    Academic press:
    Foundations of Computing and Decision Sciences (rok: 2017, tom: 42, strony: 339–358), Wydawca: DE GRUYTER
    Status:
    Published
    DOI:
    10.1515/fcds-2017-0017 - link to the publication
  1. Neural Estimation of Interaction Outcomes
    Authors:
    Paweł Liskowski, Bartosz Wieloch, Krzysztof Krawiec
    Conference:
    Genetic and Evolutionary Computation Conference (rok: 2018, ), Wydawca: ACM
    Data:
    konferencja 15 - 19 lipiec
    Status:
    Published
  2. Accelerating Coevolution with Adaptive Matrix Factorization
    Authors:
    Paweł Liskowski, Wojciech Jaśkowski
    Conference:
    Genetic and Evolutionary Computation Conference (rok: 2017, ), Wydawca: ACM
    Data:
    konferencja 15-19 lipiec
    Status:
    Published
  3. Surrogate Fitness via Factorization of Interaction Matrix
    Authors:
    Paweł Liskowski, Krzysztof Krawiec
    Conference:
    European Conference on Genetic Programming (rok: 2016, ), Wydawca: Springer
    Data:
    konferencja 30 marzec - 1 kwietnia 2016
    Status:
    Published
    DOI:
    link to the publication
  4. Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming
    Authors:
    Paweł Liskowski, Krzysztof Krawiec
    Conference:
    Genetic and Evolutionary Computation Conference (rok: 2016, ), Wydawca: ACM
    Data:
    konferencja 20-24 lipiec
    Status:
    Published
    DOI:
    link to the publication
  5. Discovery of Search Objectives in Continuous Domains
    Authors:
    Paweł Liskowski, Krzysztof Krawiec
    Conference:
    Genetic and Evolutionary Computation Conference (rok: 2017, ), Wydawca: ACM
    Data:
    konferencja 15-19 lipiec
    Status:
    Published
    DOI:
    link to the publication
  6. Neuro-Guided Genetic Programming: Prioritizing Evolutionary Search With Neural Networks
    Authors:
    Paweł Liskowski, Iwo Błądek, Krzysztof Krawiec
    Conference:
    Genetic and Evolutionary Computation Conference (rok: 2018, ), Wydawca: ACM
    Data:
    konferencja 15-19 lipiec
    Status:
    Published

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