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Title:3-BARVANJE GRAFOV IN OPTIMIZACIJA Z ROJI DELCEV
Authors:ID Krauser, Aleš (Author)
ID Mernik, Marjan (Mentor) More about this mentor... New window
Files:.pdf UNI_Krauser_Ales_2009.pdf (1,37 MB)
MD5: 50DB247146529007E3578D0FADF02F9A
PID: 20.500.12556/dkum/e61b89f4-1207-4b82-b7a2-0a0ed8468e73
 
Language:Slovenian
Work type:Undergraduate thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract:Optimizacija z roji delcev je relativno nova evolucijska tehnika, ki je bila prvotno razvita za reševanje zveznih problemov. Kasneje so se pojavile različne izvedbe za reševanje diskretnih problemov. Na začetku se seznanimo z osnovno in diskretno optimizacijo z roji delcev. Nato spoznamo parametre, ki nastopajo v optimizaciji z roji delcev. Opišemo problem 3-barvanja grafov, ki smo ga izbrali kot diskretni problem za izvajanje optimizacije z roji delcev. Temu sledi opis znanih tradicionalnih in evolucijskih algoritmov za reševanje problema 3-barvanja grafov. Nato predstavimo dva pristopa reševanja tega diskretnega problema z optimizacijo z roji delcev. Na koncu primerjamo rezultate, ki smo jih dobili z optimizacijo z roji delcev z rezultati, ki so dobljeni z hibridnim samo-prilagodljivim evolucijskim algoritmom.
Keywords:optimizacija z roji delcev, 3-barvanje grafov, hibridno samo-prilagodljivi evolucijski algoritem
Place of publishing:Maribor
Publisher:[A. Krauser]
Year of publishing:2009
PID:20.500.12556/DKUM-11882 New window
UDC:519.174.7:004.42(043.2)
COBISS.SI-ID:13706518 New window
NUK URN:URN:SI:UM:DK:1DWMZOJD
Publication date in DKUM:02.10.2009
Views:3085
Downloads:200
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Secondary language

Language:English
Title:THE PARTICLE SWARM OPTIMIZATION FOR GRAPH 3-COLORING
Abstract:Particle swarm optimization is relatively new evolutionary method originally developed to solve continuous problems. Various implementations for solving discrete problems were developed later. Basic and discrete particle swarm optimization are introduced in the beginning of diploma thesis. Parameters in particle swarm optimization are described thereafter. Furthermore, to illustrate Particle swarm optimization technique graph 3-coloring problem solving is depicted, following by description of some existing traditional and evolutionary graph 3-coloring algorithms. Two aproaches of solving graph 3-coloring with particle swarm optimization are introduced, as well. In final chapter, comparison of results obtained from particle swarm optimization and hybrid self-adaptive evolutionary algorithm is discussed.
Keywords:particle swarm optimization, 3-graph coloring, hybrid self-adaptive evolutionary algorithm


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