Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

Delete all

Methods of automatic programming involving semantic approaches

2012/07/N/ST6/03066

Keywords:

genetic programming semantics heuristics geometric operators symbolic regression

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):

dr Tomasz Pawlak 

Number of co-investigators in the project: 2

Call: PRELUDIUM 4 - announced on 2012-09-15

Amount awarded: 148 900 PLN

Project start date (Y-m-d): 2013-07-10

Project end date (Y-m-d): 2016-07-09

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

Project status: Project settled

Equipment purchased [PL]

  1. Komputer typu laptop wyposażony w oprogramowanie do obliczeń naukowych (15 000 PLN)

Information in the final report

  • Publication in academic press/journals (3)
  • Articles in post-conference publications (4)
  1. Semantic Backpropagation for Designing Search Operators in Genetic Programming
    Authors:
    Tomasz P. Pawlak, Bartosz Wieloch, Krzysztof Krawiec
    Academic press:
    IEEE Transactions on Evolutionary Computation (rok: 2014, tom: PP, strony: n/d), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TEVC.2014.2321259 - link to the publication
  2. Review and comparative analysis of geometric semantic crossovers
    Authors:
    Tomasz P. Pawlak, Bartosz Wieloch, Krzysztof Krawiec
    Academic press:
    Genetic Programming and Evolvable Machines (rok: 2014, tom: n/d, strony: n/d), Wydawca: Springer US
    Status:
    Published
    DOI:
    10.1007/s10710-014-9239-8 - link to the publication
  3. Progress Properties and Fitness Bounds for Geometric Semantic Search Operators
    Authors:
    Tomasz P. Pawlak, Krzysztof Krawiec
    Academic press:
    Genetic Programming and Evolvable Machines (rok: 2015, tom: n/d, strony: 45310), Wydawca: Springer US
    Status:
    Published
    DOI:
    10.1007/s10710-015-9252-6 - link to the publication
  1. Combining Semantically-Effective and Geometric Crossover Operators for Genetic Programming
    Authors:
    Tomasz P. Pawlak
    Conference:
    13th International Conference on Parallel Problem Solving from Nature (rok: 2014, ), Wydawca: Springer International Publishing
    Data:
    konferencja 13-17.09.2014
    Status:
    Published
    DOI:
    link to the publication
  2. Guarantees of Progress for Geometric Semantic Genetic Programming
    Authors:
    Tomasz P. Pawlak, Krzysztof Krawiec
    Conference:
    13th International Conference on Parallel Problem Solving from Nature, Workshop on Semantic Methods in Genetic Programming (rok: 2014, ), Wydawca: n/d
    Data:
    konferencja 13-17.09.2014
    Status:
    Published
    DOI:
    link to the publication
  3. Geometric Semantic Genetic Programming is Overkill
    Authors:
    Tomasz P. Pawlak
    Conference:
    19th European Conference on Genetic Programming (rok: 2016, ), Wydawca: Springer
    Data:
    konferencja 30.03.2016 - 1.04.2016
    Status:
    Published
  4. Semantic Geometric Initialization
    Authors:
    Tomasz P. Pawlak, Krzysztof Krawiec
    Conference:
    19th European Conference on Genetic Programming (rok: 2016, ), Wydawca: Springer
    Data:
    konferencja 30.03.2016 - 1.04.2016
    Status:
    Published
    DOI:
    link to the publication

O Narodowym Centrum Nauki

Finansowanie nauki

Współpraca zagraniczna

Centrum prasowe

Deklaracja dostępności
Przetwarzanie danych osobowych
Polityka cookies

Partnerzy