Sistem za oddajo in ovrednotenje evolucijskih algoritmov

magistrsko delo

Jure Škorc (Author), Matej Črepinšek (Mentor)

Abstract

Namen magistrskega dela je razvoj spletnega sistema za oddajo, validacijo ter ovrednotenje evolucijskih algoritmov. V nalogi smo predstavili obstoječe sisteme za ocenjevanje evolucijskih algoritmov ter njihove pomanjkljivosti. Z uporabo programskega jezika JavaScript smo znotraj razvojnega okolja NodeJS izdelali lastno programsko rešitev, spletno platformo, ki uporabnikom na enostaven način omogoča oddajo, ovrednotenje in primerjavo evolucijskih algoritmov. Na koncu smo podali še praktičen primer uporabe spletne platforme in pridobljene podatke uporabili za statistično analizo.

Keywords

evolucijski algoritmi;ovrednotenje evolucijskih algoritmov;spletne platforme;magistrske naloge;

Data

Language:	Slovenian
Year of publishing:	2018
Typology:	2.09 - Master's Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	J. Škorc
UDC:	004.421(043.2)
COBISS:	21237270
Views:	617
Downloads:	95
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Evolutionary algorithms submission and rating system
Secondary abstract:	The main goal of this master thesis was the development of an online system for the submission, validation and evaluation of evolutionary algorithms. In this paper we presented the existing systems for evaluating evolutionary algorithms and their deficiencies. Using the JavaScript programming language and NodeJS development environment, we developed our own software solution, a web platform that enables users to submit, evaluate and compare evolutionary algorithms in a simple and intuitive way. In the end we have performed statistycal analysis of the data gathered through practical use of our web based solution.
Secondary keywords:	evolution algorithms;rating of evolution algorithms;submissions platform;
URN:	URN:SI:UM:
Type (COBISS):	Master's thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Računalništvo in informacijske tehnologije
Pages:	VIII, 49 str.
ID:	10901492