20.500.12556/DKUM-45313 ALGORITEM UMETNE KOLONIJE ČEBEL ARTIFICIAL BEE COLONY ALGORITHM To diplomsko delo opisuje algoritem umetne kolonije čebel in nekaj njegovih izboljšav. Hkrati opisuje tudi področje inteligence rojev, kamor spada algoritem umetne kolonije čebel in navaja nekaj sorodnih algoritmov. Algoritem smo preizkusili na iskanju minimalnega vpetega drevesa in učenju nevronske mreže ter dobljene rezultate primerjali s Primovim algoritmom in algoritmom vzvratnega razširjanja. This thesis deals with the artificial bee colony algorithm (ABC) and its improvements. It describes the field of swarm intelligence to which the artificial bee colony algorithm belongs and names certain similar algorithms. The implemented ABC algorithm is tested on the problem of finding the minimum spanning tree and training the neural networks. The obtained results are compared with the Prim’s algorithm and the backpropagation algorithm, respectively. inteligenca rojev umetna kolonija čebel nevronska mreža minimalno vpeto drevo swarm intelligence artificial bee colony neural network minimum spanning tree true true false [N. Pušnik] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2014-08-22 01:14:37 2014-11-17 13:27:51 2022-05-15 03:06:55 2021-04-30 03:15:46 2014 0 Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.8(043.2) 18286102 URN:SI:UM:DK:PZHHHLFY UNI_Pusnik_Nejc_2014.pdf UNI_Pusnik_Nejc_2014.pdf 1 4F245206DEA3E2D89D350A9C5C236F68 89ec4ebf0fdb2163d6bd4817e893ac3eaffbdf9f9fde6ad6e896e78f2af3c65f 0fbf4bf3-7c0b-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=65585 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0