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undergraduate thesis
Optimizacija temeljena na konsenzusu
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. urn:nbn:hr:168:231312
Stilinović, Oton
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Stilinović, O. (2024). Optimizacija temeljena na konsenzusu (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:231312

Stilinović, Oton. "Optimizacija temeljena na konsenzusu." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:231312

Stilinović, Oton. "Optimizacija temeljena na konsenzusu." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:231312

Stilinović, O. (2024). 'Optimizacija temeljena na konsenzusu', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 21 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:231312

Stilinović O. Optimizacija temeljena na konsenzusu [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2024 [cited 2024 December 21] Available at: https://urn.nsk.hr/urn:nbn:hr:168:231312

O. Stilinović, "Optimizacija temeljena na konsenzusu", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:168:231312

Metadata
TitleOptimizacija temeljena na konsenzusu
Title (english)Consensus-based optimization
AuthorOton Stilinović
MentorMario Bukal (mentor)
Committee memberMario Bukal (predsjednik povjerenstva)
Committee memberMate Puljiz (član povjerenstva)
Committee memberMatija Livaić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2024-07-11, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu se opisuje problem globalne optimizacije te se fokusiramo na jedan od mnogih modela za optimizaciju, optimizacija temeljena na konsenzusu. Model je baziran na skupu agenata koje međusobno komuniciraju kako bi se na kraju došlo do konsenzusa, tj. točke koja je globalni minimum funkcije. Ponašanje skupa agenata je opisano skupom diferencijalnih jednadžbi. Nadalje, ulazi se u problematiku rješavanja sustava diferencijalnih jednadžbi te u metode diskretizacije vremena u svrhe stvaranja iterativnog algoritma koji simulira rad ovog sustava. Algoritam je tada testiran na standardnim optimizacijskim testovima kako bi se utvrdila učinkovitost modela.
Abstract (english)
This thesis describes the problem of global optimization by focusing on one particular optimization model, named the consensus-based optimization (CBO). The model is based on a swarm of agents that communicate amongst themselves in service of the end goal, that being the formation of a consensus which would represent the global minimum of the function. The evolution of the swarms movement is described by a system of differential equations. Furthermore, the problem of solving such differential equations is described, and methods of discretization are implemented by which an algorithm for simulation is constructed. The algorithm is then tested on standard optimization test functions to estimate the models efficiency.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:231312
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)
Type of resourceText
File originBorn digital
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Created on2024-10-12 22:09:41