Thesis Details

Nástroj pro analýzu záznamů o průběhu evoluce číslicového obvodu

Master's Thesis Student: Kapusta Vlastimil Academic Year: 2014/2015 Supervisor: Sekanina Lukáš, prof. Ing., Ph.D.
English title
A Tool for Analysis of Digital Circuit Evolution Records
Language
Czech
Abstract

This master thesis describes stochastic optimization algorithms inspired in nature that use population of individuals - evolutionary algorithms. Genetic programming and its variant - cartesian genetic programming is described in a greater detail. This thesis is further focused on the analysis and visualization of digital circuit evolution records. Existing tools for visualization of the circuit evolution were analysed, but because no suitable tool allowing complex analysis of the circuit evolution was found, a new set of functions was proposed and the principles of a new tool were formulated. These functions were implemented in form of an interactive GUI application in Java programming language. The application was described in detail and then used for analysis of digital circuit evolution records.

Keywords

Evolutionary algorithms, cartesian genetic programming, visualization, digital circuit evolution, GUI, Java.

Department
Department of Computer Systems FIT BUT
Degree Programme
Information Technology, Field of Study Bioinformatics and Biocomputing
Files
Status
defended, grade A
Date
22 June 2015
Reviewer
Bidlo Michal, doc. Ing., Ph.D.
Committee
Sekanina Lukáš, prof. Ing., Ph.D. (DCSY FIT BUT), předseda
Bartík Vladimír, Ing., Ph.D. (DIFS FIT BUT), člen
Martínek Tomáš, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Meduna Alexander, prof. RNDr., CSc. (DIFS FIT BUT), člen
Steingartner William, Ing., Ph.D. (TUKE), člen
Zbořil František, doc. Ing., Ph.D. (DITS FIT BUT), člen
Citation
KAPUSTA, Vlastimil. Nástroj pro analýzu záznamů o průběhu evoluce číslicového obvodu. Brno, 2015. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-22. Supervised by Sekanina Lukáš. Available from: https://www.fit.vut.cz/study/thesis/14738/
BibTeX 
@mastersthesis{FITMT14738,
    author = "Vlastimil Kapusta",
    type = "Master's thesis",
    title = "N\'{a}stroj pro anal\'{y}zu z\'{a}znam\r{u} o pr\r{u}b\v{e}hu evoluce \v{c}\'{i}slicov\'{e}ho obvodu",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2015,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/14738/"
}

Theses

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