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Title:OPTIMIZACIJA S ČEBELAMI
Authors:ID Brenčič, Boštjan (Author)
ID Brest, Janez (Mentor) More about this mentor... New window
Files:.pdf UNI_Brencic_Bostjan_2011.pdf (44,17 MB)
MD5: 348246E586F3B42BBD569E269521B505
PID: 20.500.12556/dkum/c7ed0bff-02de-49df-9d26-9e8b556949e7
 
Language:Slovenian
Work type:Bachelor thesis/paper
Organization:FERI - Faculty of Electrical Engineering and Computer Science
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, evolucijski algoritmi, optimizacija s čebelami, diferencialna evolucija, problemi z velikim številom dimenzij.
Place of publishing:Maribor
Publisher:[B. Brenčič]
Year of publishing:2011
PID:20.500.12556/DKUM-20404 New window
UDC:004.8:519.863(043.2)
COBISS.SI-ID:15371286 New window
NUK URN:URN:SI:UM:DK:TRDKYMIC
Publication date in DKUM:19.09.2011
Views:3037
Downloads:341
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Secondary language

Language:English
Title:OPTIMIZATION WITH BEES ALGORITHM
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.
Keywords:optimization, evolutionary algorithm, optimization with bees algorithm, differential evolution, large scale optimization.


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