Programski okvir za interaktivnu vizualizaciju algoritama optimizacije

master's thesis

• Title (english): A Software Framework for Interactive Visualization of Optimization Algorithms
• Author: Marija Kalebota Kodžoman
• Mentor: Domagoj Jakobović (mentor)
• Committee member: Domagoj Jakobović (predsjednik povjerenstva)
• Committee member: Goran Delač (član povjerenstva)
• Committee member: Alan Jović (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2018-07-11, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U sklopu ovog rada razvijen je programski okvir za interaktivnu vizualizaciju algoritama optimizacije. Nudi mogućnost vizualizacije ciljnih funkcija jedne dimenzije koristeći dvodimenzionalne grafove i mogućnost vizualizacije ciljnih funkcija dvije dimenzije koristeći grafove kontura i trodimenzionalne grafove. Modularan je i može se lako nadograđivati. U radu je podrobnije objašnjena njegova implementacija i načini na koje se može koristiti. Također su ponuđene upute i primjeri za njegovu nadogradnju.

Abstract (english)

A software framework for interactive visualization of optimization algorithms has been developed as part of this thesis. It offers visualizations of one-dimensional objective functions using two-dimensional plots, as well as visualizations of two-dimensional objective functions using both contour plots and three-dimensional plots. It is modular and can be extended with ease. This thesis provides details about its implementation and the ways it can be used. Instructions and examples for extending the framework are also provided.

• Keywords: algoritmi optimizacije; problemi optimizacije; interaktivnost; vizualizacija; modularnost; programski okvir; Python; Jupyter Notebook; ipywidgets
• Keywords (english): optimization algorithms; optimization problems; interactivity; visualization; modularity; framework; Python; Jupyter Notebook; ipywidgets
• Language: english
• URN:NBN: urn:nbn:hr:168:557509
• Study programme: Title: Computing; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2019-03-13 21:25:21