Heuristic Discovery of Underlying Objectives for Test-based Problems.
2014/15/N/ST6/04572
Keywords
Descriptors
- ST6_7: Sztuczna inteligencja, systemy inteligentne i wieloagentowe
- ST6_11: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowanie w przetwarzaniu sygnałów
Panel
ST6 – Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems
Host institution
Politechnika Poznańska, Wydział Informatyki
Voivodeship: wielkopolskie
Principal investigator (from the host institution)
Number of co-investigators in the project: 2
Call
PRELUDIUM 8 – announced on 2014-09-15
- Amount awarded
- 128 420 PLN
- Project start date
- 2015-08-10
- Project end date
- 2018-08-09
- Project duration
- 36 months (the same as in the proposal)
- Project status
- Project settled
Equipment purchased [PL]
- Komputer typu laptop. Cost: 6 500 PLN
Information in the final report
Publication in academic press/journals (3)
-
Online Discovery of Search Objectives for Test-Based Problems
- Authors:
- Paweł Liskowski, Krzysztof Krawiec
- Academic press:
- Evolutionary Computation (year: 2016, volume: 0, pages: 11689), Publisher: MIT Press Journals
- Status:
- Published
- DOI:
- 10.1162/EVCO_a_00179 – link to the publication
-
Adaptive Test Selection for Factorization-based Surrogate Fitness in Genetic Programming
- Authors:
- Krzysztof Krawiec, Paweł Liskowski
- Academic press:
- Foundations of Computing and Decision Sciences (year: 2017, volume: 42, pages: 339–358), Publisher: DE GRUYTER
- Status:
- Published
- DOI:
- 10.1515/fcds-2017-0017 – link to the publication
-
Learning to Play Othello with Deep Neural Networks
- Authors:
- Paweł Liskowski, Wojciech Jaśkowski, Krzysztof Krawiec
- Status:
- Accepted for publication
Articles in post-conference publications (6)
-
Discovery of Search Objectives in Continuous Domains
- Authors:
- Paweł Liskowski, Krzysztof Krawiec
- Conference:
- Genetic and Evolutionary Computation Conference (year: 2017, pages: 969-976), Publisher: ACM
- Date:
- conference 15-19 lipiec
- Status:
- Published
- DOI:
- link to the publication
-
Surrogate Fitness via Factorization of Interaction Matrix
- Authors:
- Paweł Liskowski, Krzysztof Krawiec
- Conference:
- European Conference on Genetic Programming (year: 2016, pages: 68-82), Publisher: Springer
- Date:
- conference 30 marzec - 1 kwietnia 2016
- Status:
- Published
- DOI:
- link to the publication
-
Accelerating Coevolution with Adaptive Matrix Factorization
- Authors:
- Paweł Liskowski, Wojciech Jaśkowski
- Conference:
- Genetic and Evolutionary Computation Conference (year: 2017, pages: 457-464), Publisher: ACM
- Date:
- conference 15-19 lipiec
- Status:
- Published
-
Neuro-Guided Genetic Programming: Prioritizing Evolutionary Search With Neural Networks
- Authors:
- Paweł Liskowski, Iwo Błądek, Krzysztof Krawiec
- Conference:
- Genetic and Evolutionary Computation Conference (year: 2018, pages: 1143-1150), Publisher: ACM
- Date:
- conference 15-19 lipiec
- Status:
- Published
-
Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming
- Authors:
- Paweł Liskowski, Krzysztof Krawiec
- Conference:
- Genetic and Evolutionary Computation Conference (year: 2016, pages: 749-756), Publisher: ACM
- Date:
- conference 20-24 lipiec
- Status:
- Published
- DOI:
- link to the publication
-
Neural Estimation of Interaction Outcomes
- Authors:
- Paweł Liskowski, Bartosz Wieloch, Krzysztof Krawiec
- Conference:
- Genetic and Evolutionary Computation Conference (year: 2018, pages: 1055-1062), Publisher: ACM
- Date:
- conference 15 - 19 lipiec
- Status:
- Published