prikaz prve stranice dokumenta Evolucijski algoritmi za višekriterijsku i mnogokriterijsku optimizaciju
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undergraduate thesis
Evolucijski algoritmi za višekriterijsku i mnogokriterijsku optimizaciju
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. urn:nbn:hr:168:208296
Šamec, Leon
University of Zagreb
Faculty of Electrical Engineering and Computing

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Šamec, L. (2016). Evolucijski algoritmi za višekriterijsku i mnogokriterijsku optimizaciju (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:208296

Šamec, Leon. "Evolucijski algoritmi za višekriterijsku i mnogokriterijsku optimizaciju." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. https://urn.nsk.hr/urn:nbn:hr:168:208296

Šamec, Leon. "Evolucijski algoritmi za višekriterijsku i mnogokriterijsku optimizaciju." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2016. https://urn.nsk.hr/urn:nbn:hr:168:208296

Šamec, L. (2016). 'Evolucijski algoritmi za višekriterijsku i mnogokriterijsku optimizaciju', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 04 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:208296

Šamec L. Evolucijski algoritmi za višekriterijsku i mnogokriterijsku optimizaciju [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2016 [cited 2024 November 04] Available at: https://urn.nsk.hr/urn:nbn:hr:168:208296

L. Šamec, "Evolucijski algoritmi za višekriterijsku i mnogokriterijsku optimizaciju", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2016. Available at: https://urn.nsk.hr/urn:nbn:hr:168:208296

Metadata
TitleEvolucijski algoritmi za višekriterijsku i mnogokriterijsku optimizaciju
Title (english)Evolutionary algorithms for multi and many-objective optimization
AuthorLeon Šamec
MentorDomagoj Jakobović (mentor)
Committee memberDomagoj Jakobović (predsjednik povjerenstva)
Committee memberNikolina Frid (član povjerenstva)
Committee memberMarko Đurasević (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2016-07-11, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U sklopu ovog rada opisan je i analiziran višekriterijski problem sa svojom nadogradnjom – mnogokriterijskim problemom. Uz to su predstavljeni i opisani evolucijski algoritmi za njihovo rješavanje, poželjna svojstva tih algoritama i načini procjene njihovih performansi. Algoritmi su i uspješno razloženi na gradivne blokove koji se pojavljuju u gotovo svim evolucijskim algoritmima te namjene (MOEA). Metrike za procjenu performansi MOEA su analizirane i opisane te kasnije korištene u analizi rezultata. Na kraju su uspoređene implementacije tih algoritama napravljene u sklopu ovog rada s postojećim implementacijama na nekim poznatim problemima. Dobiveni rezultati su grafički prikazani i zatim analizirani.
Abstract (english)
In this work multi-objective problem was described and analysed along with its upgrade – many-objective problem. Also, evolutionary algorithms for solving that kind of problems were introduced and described along with their desired characteristics and ways of estimating their performance. Algorithms were successfully decomposed onto building blocks that appear in almost every evolutionary algorithm for that purpose (MOEA). Metrics for estimating MOEA's performance were described and analysed and were later used in result analysis. Finally, implementations of algorithms made within this work were compared with already existing ones on some known problems. Results were showed graphicly and then analysed.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:208296
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 on2018-02-06 12:11:04