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undergraduate thesis
Optimizacija prometnih semafora evolucijskim algoritmom
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. urn:nbn:hr:168:736394
Varga, Marko
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Varga, M. (2024). Optimizacija prometnih semafora evolucijskim algoritmom (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:736394

Varga, Marko. "Optimizacija prometnih semafora evolucijskim algoritmom." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:736394

Varga, Marko. "Optimizacija prometnih semafora evolucijskim algoritmom." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:736394

Varga, M. (2024). 'Optimizacija prometnih semafora evolucijskim algoritmom', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 13 January 2025, https://urn.nsk.hr/urn:nbn:hr:168:736394

Varga M. Optimizacija prometnih semafora evolucijskim algoritmom [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2024 [cited 2025 January 13] Available at: https://urn.nsk.hr/urn:nbn:hr:168:736394

M. Varga, "Optimizacija prometnih semafora evolucijskim algoritmom", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:168:736394

Metadata
TitleOptimizacija prometnih semafora evolucijskim algoritmom
Title (english)Traffic lights optimization with a evolutionary algorithm
AuthorMarko Varga
MentorMarin Golub (mentor)
Committee memberMarin Golub (predsjednik povjerenstva)
Committee memberMarin Kačan (član povjerenstva)
Committee memberIvan Grubišić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2024-07-04, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Opisano je modeliranje prometnih sustava simulacijskim paketom SUMO (Simulation of Urban Mobility). Definiran je problem optimizacije faza i intervala u ciklusu prometnog semafora. Predstavljene su dosadašnje prakse u programiranju semafora i razlozi uporabe evolucijskih algoritama u istom. Implementiran je genetski algoritam u Pythonu koristeći knjižicu PyGAD. Provedeni su eksperimenti na dva različita prometna opterećenja dionice Ulice grada Vukovara u Zagrebu i analizirani rezultati. Određeno je najbolje dobiveno rješenje i donesen zaključak da je najbolje koristiti znatno opterećeni sustav u optimizacijskom postupku.
Abstract (english)
The design of traffic systems in the simulation package SUMO (Simulation of Urban Mobility) is described. Optimization problem of phases and intervals of traffic light cycle is defined. Current practices in traffic light programming and reasons for using evolutionary algorithms are presented. The genetic algorithm was implemented in Python using PyGAD library. Two types of traffic flow on Grada Vukovara Street in Zagreb are used to optimize traffic lights and then the results are analyzed. The best solution is shown and it is discussed what type of traffic is needed to get the best possible results.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:736394
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
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File originBorn digital
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Created on2024-10-12 22:24:16