Thesis Details

Evoluční návrh kombinačních obvodů na počítačovém clusteru

Master's Thesis Student: Pánek Richard Academic Year: 2014/2015 Supervisor: Hrbáček Radek, Ing.
English title
Evolutionary Design of Combinational Circuits on Computer Cluster
Language
Czech
Abstract

This master's thesis deals with evolutionary algorithms and how them to use to design of combinational circuits. Genetic programming especially CGP is the most applicable to use for this type of task. Furthermore, it deals with computation on computer cluster and the use of evolutionary algorithms on them. For this computation is the most suited island models with CGP. Then a new way of recombination in CGP is designed to improve them. This design is implemented and tested on the computer cluster.

Keywords

Evolutionary Algorithm, Genetic Programing, Cartesian Genetic Programming, Island Models, Computer Cluster, Parallel Programming.

Department
Degree Programme
Information Technology, Field of Study Bioinformatics and Biocomputing
Status
defended, grade C
Date
24 June 2015
Reviewer
Committee
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY FIT BUT), předseda
Bartík Vladimír, Ing., Ph.D. (DIFS FIT BUT), člen
Holík Lukáš, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Martínek Tomáš, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Šaloun Petr, doc. RNDr., Ph.D. (VŠB-TUO), člen
Zbořil František, doc. Ing., Ph.D. (DITS FIT BUT), člen
Citation
PÁNEK, Richard. Evoluční návrh kombinačních obvodů na počítačovém clusteru. Brno, 2015. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-24. Supervised by Hrbáček Radek. Available from: https://www.fit.vut.cz/study/thesis/17177/
BibTeX
@mastersthesis{FITMT17177,
    author = "Richard P\'{a}nek",
    type = "Master's thesis",
    title = "Evolu\v{c}n\'{i} n\'{a}vrh kombina\v{c}n\'{i}ch obvod\r{u} na po\v{c}\'{i}ta\v{c}ov\'{e}m clusteru",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2015,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/17177/"
}
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