معرفی
Mateja Đumić is an Assistant Professor at the School of Applied Mathematics and Informatics, Josip Juraj Strossmayer University of Osijek, Croatia. With a PhD in Computing from University of Zagreb (2020) and MSc/BSc in Mathematics from University of Osijek, she specializes in genetic programming, automated heuristic design, and combinatorial optimization problems.
- PhD in Computing (2020), University of Zagreb
- MSc in Mathematics (2014), University of Osijek
- BSc in Mathematics (2011), University of Osijek
Her research focuses on solving container relocation problems and resource-constrained scheduling through evolutionary computation techniques. She has pioneered automated design of relocation rules using genetic programming, achieving superior performance over manual methods while exploring multi-objective optimization (including energy consumption), ensemble learning for heuristic improvement, and rollout algorithms to enhance solution quality.
Recent work demonstrates how genetic programming can outperform traditional metaheuristics in maritime logistics, while her 2024 studies investigate multitask learning approaches for container relocation scenarios. She also explores fitness landscape analysis to optimize genetic programming parameters and develops automated priority rules for both static and dynamic scheduling environments.
Professor Đumić teaches computer science, heuristic algorithms, database systems, and mathematical competitions at both undergraduate and graduate levels. She actively participates in international conferences including GECCO, CEC, and COST Action Training Schools.
