20.500.12556/DKUM-64039 ANALIZA ALGORITMA PSO TER NJEGOVIH IZPELJANK ANALYSIS OF THE PSO ALGORITHM AND ITS DERIVATIVES V magistrskem delu predstavimo inteligenco rojev ter opišemo algoritem optimizacije z rojem delcev. Pojasnimo izvor algoritmov inteligence rojev in njihov osnovni namen. Podrobneje raziščemo različne izpeljanke algoritma optimizacije z rojem delcev ter naredimo primerjavo med njimi. Med različnimi izpeljankami algoritma optimizacije z rojem delcev prihaja do majhnih sprememb v programski kodi, zato le te nazorno prikažemo. Analizo delovanja algoritmov izvedemo s pomočjo sistema EARS, s katerim lahko primerjamo moči posameznih evolucijskih algoritmov. In this thesis, we present swarm intelligence and describe particle swarm optimization algorithm. We explain the origin of swarm intelligence algorithms and their primary purpose. More specifically we investigate the different derivatives of the particle swarm optimization algorithms and make a comparison between them. Among various derivatives of particle swarm optimization algorithms comes to small differences in programming code. We make comparison among those differences. We make performance analysis of the algorithms with EARS system, which can compare the power of individual evolutionary algorithms. optimizacija z rojem delcev inteligenca rojev PSO particle swarm optimization swarm intelligence PSO true true false A. Robnik Slovenski jezik Angleški jezik Magistrsko delo/naloga 2016-09-21 12:11:36 2016-10-27 11:30:43 2022-07-04 03:06:32 2019-07-11 13:48:21 2016 0 [Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.434:004.8(043.2) 20267286 URN:SI:UM:DK:YCOEHBKZ MAG_Robnik_Aleksander_2016.pdf MAG_Robnik_Aleksander_2016.pdf 1 F1201972224D661DE9C55BB10B3BEE73 6f7859d9a0d14573069f97c86602e35640d108334e04d37e26f45e88c7824af2 919e2cea-7c0d-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=105586 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0