20.500.12556/DKUM-91340 Vpliv pogostosti spreminjanja ocenitvene funkcije v dinamični optimizaciji z evolucijskimi algoritmi diplomsko delo The influence of the frequency of changing the evaluation function in dynamic optimization with evolutionary algorithms V diplomskem delu smo raziskali optimizacijo algoritmov ABC, DE in PSO na dinamičnem problemu MPB. Namen dela je bil raziskati in preizkusiti strategije zaznavanja sprememb in prilagajanje algoritmov v dinamičnih okoljih. Delo je razdeljeno v tri glavne dele: pregled področja, predstavitev uporabljenih algoritmov in pristopov optimizacije ter analiza rezultatov. Najprej smo opisali osnove evolucijskih algoritmov in dinamične optimizacije. Nato smo predstavili dinamičen problem, algoritme in pristope optimizacije. Na koncu smo primerjali uspešnost algoritmov pri iskanju optimalnih rešitev v problemu MPB. In this thesis, we explored the optimization of ABC, DE and PSO algorithms on the dynamic MPB problem. The aim of this work was to investigate and test change detection strategies and adapt algorithms to dynamic environments. The work is divided into three main sections: field overview, a presentation of the algorithms and optimization approaches, and an analysis of the results. Firstly we described the basics of evolutionary algorithms and dynamic optimization. Then, we presented the dynamic problem, algorithms and optimization strategies. Finally, we compared the performance of the algorithms in finding of the optimal solution in the MPB problem. evolucijski algoritmi dinamična optimizacija zaznavanje sprememb evoltionary algorithms dynamic optimization change detection true true false [T. Vac] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2024-12-13 10:46:25 2025-02-06 08:41:09 2025-03-01 03:11:00 0000-00-00 00:00:00 2024 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF (X, 50 str.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.021:575.82(043.2) 227681283 VS_Vac_Tadej_2024.pdf VS_Vac_Tadej_2024.pdf 1 029F9BE90E10910B0934DA4BC9C0BA18 2115e4e923d17e9241c17a9a84b22e8b98ccca9fafddbabd6fe7c0402d6b1ac3 291e8f03-b959-11ef-afcc-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=187343 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0