Affiliations:


Asst. Prof. Marko Đurasević, Ph.D.


Ph.D. in Computer Science

Department of Electronics, Microelectronics, Computer and Intelligent Systems (ZEMRIS)

University of Zagreb, Faculty of Electrical Engineering and Computing (FER)

Unska 3, 10000 Zagreb, Croatia


Contact:


E-mail: marko.durasevic[at]fer.hr


Room: D338


Master studies:

Diploma thesis:

Academic year 2021/2022

  1. Filip Barbarić, Computational origami, PDF, PRES
  2. Luka Matijević, Solving the vehicle routing problem in maritime ports, PDF, PRES

Academic year 2021/2022

  1. Jan Čapek, Solving the Bin-Packing Problem Using Metaheuristics, PDF, PRES
  2. Domagoj Lokner, Solving the container relocation problem using metaheuristics, PDF, PRES
  3. Ivan Navratil, Solving the nurse rostering problem using metaheuristics, PDF, PRES
  4. Marin Ovčariček, Solving electric vehicle routing problem using genetic algorithms, PDF, PRES
  5. Filip Prevendar, Discovering physical expressions using genetic programming, PDF, PRES
  6. Paolo Sanković, Automated design of agents for various environments, PDF, PRES
  7. Ivan Skorić, Development of an agent for the Catan boardgame, PDF, PRES

Academic year 2020/2021

  1. Stjepan Zelić, Methods for solving the dial-a-ride problem, PDF, PRES

Academic year 2018/2019

  1. Lucija Ulaga, Methods for solving static scheduling problem in the unrelated machines environment, PDF, PRES, (informal mentor)
  2. Kristijan Jaklinović, Automated design of dispatching rules for scheduling problems with constraints, PDF, PRES, (informal mentor)

Academic year 2017/2018

  1. Ivan Vlašić, Solving Scheduling Problems in the Unrelated Machines Environment by Using Evolutionary Algorithms, PDF, PRES, (informal mentor)
  2. Marija Kalebota Kodžoman, A Software Framework for Interactive Visualization of Optimization Algorithms, PDF, PRES, (informal mentor)

Academic year 2016/2017

  1. Hrvoje Backović, Hyper-heuristic methods for solving job shop scheduling problems with unrelated machines, PDF, PRES, (informal mentor)


Seminar 1:

Academic year 2020/2021

  1. Matija Benotić, Problem usmjeravanja vozila, PDF,
  2. Josip Kelava
  3. Luka Matijević, Višekriterijska optimizacija evolucijskim algoritmima, PDF,
  4. Leon Novački


Seminar 2:

Academic year 2022/2023

  1. Leo Goršić, Jednostavni AI agent za igru "šah", PDF, PRES
  2. Iva Idžojtić, Personalizirani sustavi za preporuke, PDF, PRES
  3. Tin Jukic, Rjesevanje problema usmjeravanja električnih vozila, PDF, PRES
  4. Tomislav Krog, Generativne suparničke mreže, PDF, PRES
  5. Marko Opačić, Neprijateljski primjeri na ImageNet skupu podataka, PDF, PRES
  6. Dina Petrak, Sustavi za davanje preporuka, PDF, PRES
  7. Heidi Sokolovski, Pronalazak najduljeg puta u grafu korištenjem linearnog programiranja, PDF, PRES
  8. Luka Terzić, Igra šah ostvaren metodom minimaks, PDF, PRES

Academic year 2021/2022

  1. Filip Barbarić, Konstrukcija slike pomoću optimizacijski algoritama, PDF, PRES
  2. Josip Kelava, Neuroevolucija povećavajućih topologija, PDF, PRES
  3. Luka Matijević, Problem usmjeravanja vozila s preuzimanjem i dostavom, PDF, PRES
  4. Leon Novački, Paralelni genetski algoritam - otočni model, PDF, PRES


Diploma seminar:

Academic year 2020/2021

  1. Jan Čapek, Neuroevolucija, PDF, PRES
  2. Domagoj Lokner, Kompetitivna koevolucija, PDF, PRES
  3. Ivan Navratil, Problem izrade optimalnih smjena radnika, PDF, PRES
  4. Marin Ovčariček, Problem usmjeravanja vozila, PDF, PRES
  5. Filip Prevendar, Neuronske mreže za razvoj simboličkih izraza, PDF, PRES
  6. Paolo Sanković, Učenje strategija za igranje strateških igara, PDF, PRES
  7. Ivan Skorić, Učenje strategije za igranje različitih igara, PDF, PRES

Academic year 2019/2020

  1. Stjepan Zelić, Dinamički problem raspoređivanja vozila – neke instance problema i metode rješavanja, PDF, PRES

Academic year 2018/2019

  1. Herman Zvonimir Došilović, Management systems for heterogeneous fleet of humans and robots in logistic centers, PDF, PRES, (informal mentor)

Academic year 2017/2018

  1. Ivan Vlašić, Usporedba prikaza rješenja za okruženje nesrodnih strojeva, PDF, (informal mentor)
  2. Marija Kalebota Kodžoman, Vizualizacija algoritama optimizacije, PDF, (informal mentor)

Academic year 2015/2016

  1. Hrvoje Backović, Prikazi rješenja i operatori lokalnog pretraživanja u genetskim algoritmima za problem raspored¯ivanja u okruženju nesrodnih strojeva, PDF, PRES, (informal mentor)

Bachelor studies:

Bachelor thesis:

Academic year 2022/2023

  1. Ante Drinovac, Prediction of scoring probability in football matches, PDF, PRES
  2. Paulo Erak, Playing the 2048 game using Cartesian genetic programming, PDF, PRES
  3. Tomislav Kožul, Predicting stock price movements with neural networks, PDF, PRES
  4. Ivan Milinović, Development of an agent for the Othello game, PDF, PRES
  5. Davor Numić-Meša, Library for specification and training of neural networks, PDF, PRES
  6. Krešo Orešković, Playing the game 2048 using neural networks, PDF, PRES
  7. Hana Smoković, Development of an agent for the snake game, PDF, PRES
  8. Nikolina Špehar, Movie recommendation system, PDF, PRES
  9. Monika Stracenski, Methods for solving the logical puzzle Pentomino, PDF, PRES

Academic year 2021/2022

  1. Leo Goršić, Comparison of learning methods of neural networks for the snake game, PDF, PRES
  2. Tin Jukić, Solving the vehicle routing problem using neural networks, PDF, PRES
  3. Tomislav Krog, Application of gene expression programming for the symbolic regression problem, PDF, PRES
  4. Marko Opačić, Design of heuristics using genetic programming for the vehicle routing problem, PDF, PRES
  5. Dina Petrak, Application of evolutionary algorithms for the design of neural network architectures, PDF, PRES
  6. Heidi Sokolovski, Automated player design for the Minesweeper game using neural networks, PDF, PRES
  7. Luka Terzic, Neural network optimisation for the snake game using evolutionary algorithms, PDF, PRES

Academic year 2020/2021

  1. Marko Benačić, Prediction of cryptocurrency price movements by an evolutionary algorithm, PDF, PRES
  2. Josip Kelava, Development of a strategy for playing chess, PDF, PRES
  3. Luka Matijević, Optimisation of nurse shift schedules, PDF, PRES
  4. Leon Novački, Application of genetic programming for symbolic regression, PDF, PRES

Academic year 2019/2020

  1. Jan Čapek, Identification of Recurring Patterns for Test Bed Measurements, PDF, PRES
  2. Domagoj Lokner, Optimisation of the vehicle routing problem, PDF, PRES
  3. Marin Ovčariček, Methods for optimising parameters of convolutional neural networks, PDF, PRES

Academic year 2018/2019

  1. Mile Čarić, Evaluating the efficiency of solution representations for unrelated machines scheduling, PDF, PRES, (help with thesis)

Academic year 2015/2016

  1. Ivan Ćorić, Constrained scheduling for the unrelated machines environment, PDF, PRES, (informal mentor)


Bachelor seminar:

Academic year 2018/2019

  1. Jan Čapek, Jednostavan genetski algoritam za problem dobivanja fraze, PDF, PRES
  2. Josip Kelava, Simulacija ekosustava i evolucije, PDF, PRES
  3. Marin Ovčariček, Prepoznavanje znamenki korištenjem neuronskih mreža, PDF, PRES

Academic year 2017/2018

  1. Marko Benačić, Evolucija ponašanja jednostavnih bića genetskim algoritmima, PDF, PRES
  2. Mihael Miklec, Primjena genetskog programiranja u financijskom sektoru, PDF, PRES
  3. Gregor Pogačar, Rješavanje problema trgovaˇckog putnika genetskim algoritmom, PDF, PRES