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Title:PRIMERJAVA STOHASTIČNIH OPTIMIZACIJSKIH ALGORITMOV PRI MODELIRANJU IZOLACIJSKIH ELEMENTOV
Authors:ID Ošlovnik, Mitja (Author)
ID Kitak, Peter (Mentor) More about this mentor... New window
Files:.pdf MAG_Oslovnik_Mitja_2015.pdf (2,50 MB)
MD5: 608AEC50ABF9DBB1F733B1E8703AF332
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:Magistrska naloga obravnava uporabnost posameznih optimizacijskih algoritmov na realnem elektrotehniškem primeru. Za primerjavo smo izbrali štiri optimizacijske algoritme, pri čemer trije spadajo v skupino stohastičnih algoritmov (diferenčna evolucija, optimizacija z rojem delcev in genetski algoritem) in eden v skupino determinističnih algoritmov (sekvenčno kvadratično programiranje). Za optimizacijski problem smo izbrali srednjenapetostni podporni izolator, ki predstavlja večkriterijski optimizacijski problem, saj je bilo potrebno zadostiti kapacitivnosti in električni poljski jakosti. Cenitev kriterijskih funkcij je pogojena z numeričnimi izračuni na osnovi metode končnih elementov.
Keywords:optimizacija, DE, PSO, GA, SQP, izolator, električno polje
Place of publishing:[Maribor
Publisher:M. Ošlovnik
Year of publishing:2015
PID:20.500.12556/DKUM-55056 New window
UDC:519.218:621.315.6(043.2)
COBISS.SI-ID:19275542 New window
NUK URN:URN:SI:UM:DK:NM7Z2XKF
Publication date in DKUM:06.11.2015
Views:1729
Downloads:150
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
:
OŠLOVNIK, Mitja, 2015, PRIMERJAVA STOHASTIČNIH OPTIMIZACIJSKIH ALGORITMOV PRI MODELIRANJU IZOLACIJSKIH ELEMENTOV [online]. Master’s thesis. Maribor : M. Ošlovnik. [Accessed 18 April 2025]. Retrieved from: https://dk.um.si/IzpisGradiva.php?lang=eng&id=55056
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Secondary language

Language:English
Title:THE COMPARISON OF STOCHASTIC OPTIMIZATION ALGORITHMS FOR THE INSULATION ELEMENTS MODELING
Abstract:My diploma thesis deals with the usage of individual optimization algorithms in realistic electro technical case. We chose four optimization algorithms for the comparison, where three of them belong to stochastic algorithms (differential evolution, particle swarm optimization, genetic algorithm) and one of them to deterministic algorithm (sequential quadratic programming). For optimization problem we chose medium voltage support isolator, which represents multiple criteria optimization problem, because there was a need to fulfil capacitance and electric field strength. The valuation of criteria functions is determined to numeric calculation on the basis of finite element method.
Keywords:optimization, DE, PSO, GA, SQP, isolator, electric field


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