Thesis Details

Nástroj pro statistické vyhodnocení koevolučních algoritmů

Bachelor's Thesis Student: Urban Daniel Academic Year: 2014/2015 Supervisor: Drahošová Michaela, Ing., Ph.D.
English title
Coevolutionary Algorithms Statistical Analysis Tool
Language
Czech
Abstract

This bachelor thesis contains a theoretical basis that introduces evolutionary algorithms, genetic programming, coevolutioanary algorithms and methods for statistical evaluation. Furthermore, this work deals with the design and implementation of tool with graphical user interface, which allows the analysis of coevolutioanary algorithm for various parameters and also its statistical evaluation. The functionality of the implemented tool has been tested on data obtained from an external program performing evolutionary design of image filters with the use of the coevolution of tness predictors. The resulting graphs and statistics allow easy comparison of the progress and results for each program run.

Keywords

Evolutionary algotithms, coevolutioanary algorithms, genetic algorithm, cartesian genetic programming, graphs, statistics.

Department
Department of Computer Systems FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade C
Date
17 June 2015
Reviewer
Zachariášová Marcela, Ing., Ph.D.
Committee
Hanáček Petr, doc. Dr. Ing. (DITS FIT BUT), předseda
Kořenek Jan, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Květoňová Šárka, Ing., Ph.D. (DIFS FIT BUT), člen
Španěl Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Zbořil František, doc. Ing., Ph.D. (DITS FIT BUT), člen
Citation
URBAN, Daniel. Nástroj pro statistické vyhodnocení koevolučních algoritmů. Brno, 2015. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-17. Supervised by Drahošová Michaela. Available from: https://www.fit.vut.cz/study/thesis/15870/
BibTeX 
@bachelorsthesis{FITBT15870,
    author = "Daniel Urban",
    type = "Bachelor's thesis",
    title = "N\'{a}stroj pro statistick\'{e} vyhodnocen\'{i} koevolu\v{c}n\'{i}ch algoritm\r{u}",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2015,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/15870/"
}

Theses

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