Thesis Details

Evoluční návrh struktur využívající přepisovací systémy

Master's Thesis Student: Dobeš Michal Academic Year: 2016/2017 Supervisor: Bidlo Michal, doc. Ing., Ph.D.
English title
Evolutionary Design of Structures Using Rewriting Systems
Language
Czech
Abstract

This work focuses on application of rewriting systems in the context of biology-inspired development of structures in evolutionary algorithms. As a part of this work, a method has been proposed for design of general structures that uses the aforementioned principle. This document includes an introduction into the theory of sorting networks and their design, the problem of which is later shown to be solvable using the proposed method. In addition, the theoretical background of evolutionary algorithms and rewriting systems is discussed. In the field of rewriting systems, an extension to the class of IL-systems has been created for use in the proposed method. The proposed method has been successfuly applied in the design of growing sorting networks. The results produced by the proposed method significantly outperform the results of the currently best-known comparable method.

Keywords

evolutionary algorithm, sorting network, biology inspired development, development, rewriting system, L-system

Department
Degree Programme
Information Technology, Field of Study Intelligent Systems
Files
Status
defended, grade A
Date
19 June 2017
Reviewer
Committee
Zbořil František V., doc. Ing., CSc. (DITS FIT BUT), předseda
Čadík Martin, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Češka Milan, doc. RNDr., Ph.D. (DITS FIT BUT), člen
Orság Filip, Ing., Ph.D. (DITS FIT BUT), člen
Rozman Jaroslav, Ing., Ph.D. (DITS FIT BUT), člen
Šimko Marián, doc. Ing., Ph.D. (FIIT STU), člen
Citation
DOBEŠ, Michal. Evoluční návrh struktur využívající přepisovací systémy. Brno, 2017. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2017-06-19. Supervised by Bidlo Michal. Available from: https://www.fit.vut.cz/study/thesis/19540/
BibTeX
@mastersthesis{FITMT19540,
    author = "Michal Dobe\v{s}",
    type = "Master's thesis",
    title = "Evolu\v{c}n\'{i} n\'{a}vrh struktur vyu\v{z}\'{i}vaj\'{i}c\'{i} p\v{r}episovac\'{i} syst\'{e}my",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2017,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/19540/"
}
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