Thesis Details

Optimalizační metody pro knihovnu SIMLIB/C++

Bachelor's Thesis Student: Chlebík Jakub Academic Year: 2016/2017 Supervisor: Peringer Petr, Dr. Ing.
English title
Optimization Methods for SIMLIB/C++ Simulation Library
Language
Czech
Abstract

This thesis addresses the topic of parametric optimization of simulation models. It introduces theoretical foundation of optimization and its uses in simulation analysis. Furthermore, it suggests the extension of SIMBLI/C++ library by module for optimization methods. Some of the chosen methods are then theoretically described, implemented in C++ language, demonstrates its uses and evaluates their success.

Keywords

Optimization, SIMLIB/C++, simulated annealing, evolution algorithm, conjugate gradient, line search, Nelder-Mead simplex method, ant-colony optimization

Department
Department of Intelligent Systems FIT BUT
Degree Programme
Information Technology
Files
Status
defended, grade C
Date
15 June 2017
Reviewer
Janoušek Vladimír, doc. Ing., Ph.D.
Committee
Janoušek Vladimír, doc. Ing., Ph.D. (DITS FIT BUT), předseda
Bidlo Michal, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Chudý Peter, doc. Ing., Ph.D. MBA (DCGM FIT BUT), člen
Křivka Zbyněk, Ing., Ph.D. (DIFS FIT BUT), člen
Novák Michal, doc. RNDr., Ph.D. (DMAT FEEC BUT), člen
Citation
CHLEBÍK, Jakub. Optimalizační metody pro knihovnu SIMLIB/C++. Brno, 2017. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2017-06-15. Supervised by Peringer Petr. Available from: https://www.fit.vut.cz/study/thesis/20033/
BibTeX 
@bachelorsthesis{FITBT20033,
    author = "Jakub Chleb\'{i}k",
    type = "Bachelor's thesis",
    title = "Optimaliza\v{c}n\'{i} metody pro knihovnu SIMLIB/C++",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2017,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/20033/"
}

Theses

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