Optimizacija s čebelami

diplomsko delo univerzitetnega študijskega programa

Boštjan Brenčič (Author), Janez Brest (Mentor), Aleš Zamuda (Co-mentor)

Abstract

V diplomski nalogi opišemo raziskovalno področje evolucijskih algoritmov in podamo lastnosti funkcij optimizacijskih problemov, ki smo jih uporabili kot testne funkcije. Preučili smo delovanje populacijskega optimizacijskega algoritma optimizacije s čebelami, z njim testirali testne funkcije z različnimi vhodnimi podatki, zbrali in analizirali dobljene rezultate, ter jih primerjali z rezultati, dobljenimi z drugimi algoritmi.

Keywords

optimizacija s čebelami;evolucijski algoritmi;diferencialna evolucija;problemi z velikim številom dimenzij;

Data

Language:	Slovenian
Year of publishing:	2011
Source:	Maribor
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[B. Brenčič]
UDC:	004.8:519.863(043.2)
COBISS:	15371286
Views:	2397
Downloads:	169
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Optimization with bees algorithm
Secondary abstract:	In this diploma work, we describe the research area of evolutionary algorithms, and convey some properties of functions for optimization problems that we use as test functions. We have considered the operation of the population based optimization algorithm, called Bees Algorithm. We test with different test functions, collect, and analyze the results obtained, and compare them with those obtained with other algorithms.
Secondary keywords:	optimizacija with bees algorithm;evolutionary algorithm;differential evolution;large scale optimization;
URN:	URN:SI:UM:
Type (COBISS):	Bachelor thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko
Pages:	VII, 29 f.
Keywords (UDC):	science and knowledge;organization;computer science;information;documentation;librarianship;institutions;publications;znanost in znanje;organizacije;informacije;dokumentacija;bibliotekarstvo;institucije;publikacije;prolegomena;fundamentals of knowledge and culture;propaedeutics;prolegomena;splošne osnove znanosti in kulture;computer science and technology;computing;data processing;računalniška znanost in tehnologija;računalništvo;obdelava podatkov;artificial intelligence;umetna inteligenca;mathematics;natural sciences;naravoslovne vede;matematika;mathematics;matematika;operational research (or): mathematical theories and methods;operacijsko raziskovanje;
ID:	1015864