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master's thesis
Razvoj osnovnog programskog koda za višeciljne genetske algoritme
2021. urn:nbn:hr:179:354394
Olah, Ivan
University of Split
Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture
Department of Mechanical Engineering and Naval Architecture

Cite this document

Olah, I. (2021). Razvoj osnovnog programskog koda za višeciljne genetske algoritme (Master's thesis). Split: University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:179:354394

Olah, Ivan. "Razvoj osnovnog programskog koda za višeciljne genetske algoritme." Master's thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, 2021. https://urn.nsk.hr/urn:nbn:hr:179:354394

Olah, Ivan. "Razvoj osnovnog programskog koda za višeciljne genetske algoritme." Master's thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, 2021. https://urn.nsk.hr/urn:nbn:hr:179:354394

Olah, I. (2021). 'Razvoj osnovnog programskog koda za višeciljne genetske algoritme', Master's thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, accessed 14 January 2025, https://urn.nsk.hr/urn:nbn:hr:179:354394

Olah I. Razvoj osnovnog programskog koda za višeciljne genetske algoritme [Master's thesis]. Split: University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture; 2021 [cited 2025 January 14] Available at: https://urn.nsk.hr/urn:nbn:hr:179:354394

I. Olah, "Razvoj osnovnog programskog koda za višeciljne genetske algoritme", Master's thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:179:354394

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Metadata
TitleRazvoj osnovnog programskog koda za višeciljne genetske algoritme
Title (english)Development of a basic code for multi-objective genetic algorithms
AuthorIvan Olah
MentorDamir Vučina (mentor)
GranterUniversity of Split
Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture
(Department of Mechanical Engineering and Naval Architecture)
Split
Defense date and country2021-07-22, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Mechanical Engineering
Abstract
U ovom radu su obrađene metode optimiranja, s naglaskom na genetske algoritme i višeciljnu optimizaciju. Napisana su dva programa za višeciljnu optimizaciju i detaljno razložena po dijelovima. Prvi program konstruira Pareto frontu koristeći jedinstvenu funkciju cilja i variranje težinskih koeficijenata, a kao metoda traženja optimuma jedinstvene funkcije cilja koristi se jednociljni genetski algoritam. Drugi program koristi MOGA-u. Programi služe za demonstraciju metoda i nisu zamišljeni za praktičnu primjenu. Za testiranje ispravnosti programa koristi se Binh i Korn testna funkcija.
Abstract (english)
This thesis is about optimization, with focus on genetic algorithms and multi-objective optimization. Two programs have been written for multi-objective optimization and are broken down in detail part by part. The first program constructs the Pareto front by using consolidated single excellence criterion and variation of weight factors. Single-objective genetic algorithm is used to find the optima of the single excellence function. The other program uses MOGA. The programs are made to demonstrate the methods and were not made for practical use. To test the functionality of the programs, Binh and Korn test function is used.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:179:354394
Study programmeTitle: Mechanical Engineering; specializations in: Structures and Energy Technology, Computer Aided Design and Engineering, Production Mechanical Engineering
Course: Computer Aided Design and Engineering
Study programme type: university
Study level: graduate
Academic / professional title: Magistar/magistra inženjer/inženjerka strojarstva (Magistar/magistra inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsAccess restricted to authenticated users
Terms of useLicence In copyright icon
Created on2021-11-29 13:37:05