20.500.12556/DKUM-45356 OPTIMIZACIJA PARAMETROV SIMULIRANEGA SOCIALNO-EKONOMSKEGA SISTEMA Z GENETSKIM ALGORITMOM OPTIMIZATION OF PARAMETERS OF SIMULATED SOCIAL-ECONOMIC SYSTEM WITH GENETIC ALGORITHM V diplomskem delu je predstavljen genetski algoritem in njegova implementacija za optimiziranje parametrov v simuliranem socialno-ekonomskem sistemu, v katerem nastopajo entitete, kot so agenti, drevesa, hrana itd. Vsak tip entitete ima svoje lastnosti in omejitve. Delovanje sistema je predpisano z implicitnimi pravili, ki določajo medsebojne vplive entitet. Parametri, ki jih optimiziramo, vplivajo na obnašanje agentov, ki so glavni skrbniki sistema. S tem želimo vzpostaviti stabilen sistem, ki bi preživel čim dlje. V diplomskem delu pokažemo, da lahko ta cilj dosežemo s pomočjo genetskega algoritma, ki poišče optimalne vrednosti omenjenih parametrov. This diploma paper discusses genetic algorithm and its implementation in order to optimize parameters in a simulated socio-economic system, including entities such as agents, trees, food, etc. Each type of entity has its own characteristics and limitations. Activity of the system is in accordance to rules and regulations of implicit standards that determine interacting influences of entities. When parameters are optimised, they influence the behaviour of agents that are the systems main administrators. Thus, this enables us to establish a stable system with the longest survival time possible. As shown in this paper, this can be achieved by using genetic algorithm that establishes optimal values of mentioned parameters. Genetski algoritem evolucijski algoritmi simulacija optimizacija parametrov Genetic algorithm evolution algorithm simulation parameter optimization true true false [A. Borko] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2014-08-24 12:13:44 2014-11-19 14:33:29 2022-05-15 03:07:08 2021-05-02 03:36:24 2014 0 Maribor 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.986(043.2) 18287126 URN:SI:UM:DK:X4XPSZN8 UNI_Borko_Aljaz_2014.pdf UNI_Borko_Aljaz_2014.pdf 1 872FEE0FFE2D854AB6FE9486B580CB17 6f5c174a6e237a9b28e746a178b3c033e598ac6beb4c58750c9c1ef264f774e7 13e10464-7c0b-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=65766 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0