izv. prof. dr. sc. Marko Đurasević

Associate professor, Department of Electronics, Microelectronics, Computer and Intelligent Systems

Automated generation of dispatching rules for the green unrelated machines scheduling problem

Frid, Nikolina; Đurasević, Marko; Gil-Gala, Francisco Javier
2025.
Complex and intelligent systems

Multitask genetic programming for automated design of heuristics for the container relocation problem

Đurasević, Marko; Đumić, Mateja; Gil Gala, Francisco Javier
2025.
Engineering applications of artificial intelligence

Improving the Performance of Relocation Rules for the Container Relocation Problem with the Rollout Algorithm

Đurasević, Marko; Đumić, Mateja; Gil-Gala, Francisco Javier; Frid, Nikolina; Jakobović, Domagoj
2024.

Designing Relocation Rules with Genetic Programming for the Online Container Relocation Problem

Đurasević, Marko; Đumić, Mateja; Gil-Gala, Francisco Javier
2024.

Constructing Ensembles of Automatically Designed Relocation Rules for the Container Relocation Problem

Ðurasević, Marko; Ðumić, Mateja; Gil-Gala, Francisco Javier
2024.

Review of Stochastic Dynamic Vehicle Routing in the Evolving Urban Logistics Environment

Mardešić, Nikola; Erdelić, Tomislav; Carić, Tonči; Đurasević, Marko
2024.
Mathematics

Evolving routing policies for electric vehicles by means of genetic programming

Gil-Gala, Francisco J.; Đurasević, Marko; Jakobović, Domagoj
2024.
Applied intelligence (Boston)

ECF: A C++ framework for evolutionary computation

Jakobovic, Domagoj; Durasevic, Marko; Picek, Stjepan; Gasperov, Bruno
2024.
SoftwareX

Application of Evolutionary Optimization in Task Mapping and Scheduling for Heterogeneous Mobile-Edge Computing

Frid, Nikolina; Đurasević, Marko
2024.

Assessing the Ability of Genetic Programming for Feature Selection in Constructing Dispatching Rules for Unrelated Machine Environments

Durasevic, Marko; jakobovic, Domagoj; Picek, Stjepan; Mariot, Luca
2024.
Algorithms

Evolutionary Algorithms for Bin Packing Problem with Maximum Lateness and Waste Minimization

Quesada, Jesus; Gil Gala, Francisco Javier; Đurasević, Marko; Sierra, Maria; Varela, Ramiro
2024.

Leveraging More of Biology in Evolutionary Reinforcement Learning

Gašperov, Bruno ; Đurasević, Marko ; Jakobović, Domagoj
2024.

Heuristic Ensemble Construction Methods of Automatically Designed Dispatching Rules for the Unrelated Machines Environment

Đurasević, Marko; Jakobović, Domagoj
2024.
Axioms

To Bias or Not to Bias: Probabilistic Initialisation for Evolving Dispatching Rules

Đurasević, Marko; Gil-Gala, Francisco Javier; Jakobović, Domagoj
2023.

A Variable Neighborhood Search Method with a Tabu List and Local Search for Optimizing Routing in Trucks in Maritime Ports

Matijević, Luka; Đurasević, Marko; Jakobović, Domagoj
2023.
Mathematics

Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions

Durasevic, Marko; Jakobovic, Domagoj; Mariot, Luca; Picek, Stjepan
2023.

Designing relocation rules with genetic programming for the container relocation problem with multiple bays and container groups

Đurasević, Marko; Đumić, Mateja
2023.
Applied soft computing

A survey of metaheuristic algorithms for the design of cryptographic Boolean functions

Đurasević, Marko; Jakobović, Domagoj; Mariot, Luca; Picek, Stjepan
2023.
Cryptography and Communications-Discrete-Structures Boolean Functions and Sequences

A Search for Nonlinear Balanced Boolean Functions by Leveraging Phenotypic Properties

Gašperov, Bruno; Đurasević, Marko; Jakobović, Domagoj
2023.

Automated design of relocation rules for minimising energy consumption in the container relocation problem

Đurasević,Marko;Đumić,Mateja;Čorić,Rebeka;Gil-Gala,Francisco Javier
2023.
Expert systems with applications

Evolving ensembles of heuristics for the travelling salesman problem

Gil-Gala, Francisco Javier; Đurasević, Marko; Sierra Maria; Varela, Ramiro
2023.
Natural Computing

Genetic programming for the vehicle routing problem with zone-based pricing

Gil-Gala, Francisco Javier; Afsar, Sezin; Đurasević, Marko; Palacios, Juan José; Afsar, Murat
2023.

On Evolvability and Behavior Landscapes in Neuroevolutionary Divergent Search

Gašperov, Bruno; Đurasević, Marko
2023.

Evolving scheduling heuristics with genetic programming for optimization of quality of service in weakly hard real-time systems

Salamun, Karla ; Pavić, Ivan ; Džapo, Hrvoje ; Đurasević, Marko
2023.
Applied soft computing

Finding Near-Optimal Portfolios with Quality-Diversity

Gašperov, Bruno; Đurasević, Marko; Jakobovic, Domagoj
2023.

Evolving Dispatching Rules for Dynamic Vehicle Routing with Genetic Programming

Jakobović, Domagoj; Đurasević, Marko; Brkić, Karla; Fosin, Juraj; Carić, Tonči; Davidović, Davor
2023.
Algorithms

Constructing ensembles of dispatching rules for multi-objective tasks in the unrelated machines environment

Đurasević, Marko ; Gil-Gala, Francisco Javier ; Jakobović, Domagoj
2023.
Integrated computer-aided engineering

Collaboration methods for ensembles of dispatching rules for the dynamic unrelated machines environment

Đurasević, Marko ; Gil-Gala Francisco Javier ; Planinić, Lucija ; Jakobović, Domagoj
2023.
Engineering applications of artificial intelligence

Ensembles of priority rules to solve one machine scheduling problem in real-time

Gil-Gala, Javier Francisco ; Đurasević, Marko ; Varela, Ramiro ; Jakobović, Domagoj
2023.
Information sciences

Combining single objective dispatching rules into multi-objective ensembles for the dynamic unrelated machines environment

Đurasević, Marko ; Gil-Gala, Francisco Javier ; Jakobović, Domagoj ; Coello Coello, Carlos
2023.
Swarm and evolutionary computation

Divide and conquer: Using single objective dispatching rules to improve convergence for multi-objective optimisation

Đurasević, Marko; Gil-Gala, Francisco Javier; Jakobović, Domagoj
2023.

An analysis of training models to evolve heuristics for the travelling salesman problem

Gil Gala, Francisco Javier; Đurasević, Marko; Dumic, Mateja; Coric, Rebeka; Jakobovic, Domagoj
2023.

Does size matter? On the influence of ensemble size on constructing ensembles of dispatching rules

Đurasević, Marko; Gil-Gala, Francisco Javier; Jakobović, Domagoj
2023.

A New Angle: On Evolving Rotation Symmetric Boolean Functions

Carlet, Claude; Đurasević, Marko; Gasperov, Bruno; Jakobovic, Domagoj; Mariot, Luca; Picek, Stjepan
2023.

Look into the Mirror: Evolving Self-dual Bent Boolean Functions

Carlet, Claude; Đurasević, Marko; Jakobović, Domagoj; Mariot, Luca; Picek, Stjepan
2023.

On the Evolution of Boomerang Uniformity in Cryptographic S-boxes

Durasevic, Marko; Jakobovic, Domagoj; Mariot, Luca; , Mesnager, Sihem; Picek, Stjepan
2023.

An analysis of heuristic templates in Genetic Programming for one-dimensional cutting and packing problems

Quesada, Jesús; Gil-Gala, Francisco Javier; Đurasević, Marko; Sierra, María; Varela, Ramiro
2023.

Automated design of relocation rules for minimising energy consumption in the container relocation problem

Đurasević, Marko; Đumić, Mateja; Čorić, Rebeka; Gil-Gala, Francisco Javier
2023.

Modeling Strong Physically Unclonable Functions with Metaheuristics

Coello Coello, Carlos A.; Durasevic, Marko; Jakobovic, Domagoj; Krcek, Marina; Mariot, Luca; Picek, Stjepan
2023.

Building Heuristics and Ensembles for the Travel Salesman Problem

Gil Gala, Francisco Javier ; Đurasević, Marko ; Sierra, Maria ; Varela Ramiro
2022.

NeuroSCA: Evolving Activation Functions for Side-Channel Analysis

Knežević, Karlo ; Fulir, Juraj ; Jakobović, Domagoj ; Picek, Stjepan ; Đurasević, Marko
2022.
IEEE access

Selection of dispatching rules evolved by genetic programming in dynamic unrelated machines scheduling based on problem characteristics

Đurasević, Marko ; Jakobović, Domagoj
2022.
Journal of Computational Science

Heuristic and metaheuristic methods for the parallel unrelated machines scheduling problem: a survey

Đurasević, Marko ; Jakobović, Domagoj
2022.
Artificial intelligence review

Constructing Ensembles of Dispatching Rules for Multi- objective Problems

Đurasević, Marko ; Planinić, Lucija ; Gil Gala, Francisco Javier ; Jakobović, Domagoj
2022.

Automated design of heuristics for the container relocation problem using genetic programming

Đurasević, Marko ; Đumić, Mateja
2022.
Applied soft computing

Introduction to automated design of scheduling heuristics with genetic programming

Đurasević, Marko ; Jakobović, Domagoj ; Mei, Yi ; Nguyen, Su ; Zhang, Mengjie
2022.

Novel ensemble collaboration method for dynamic scheduling problems

Đurasević, Marko ; Planinić, Lucija ; Gala, Francisco Javier Gil ; Jakobović, Domagoj
2022.

Evolving Constructions for Balanced, Highly Nonlinear Boolean Functions

Carlet, Claude ; Djurasevic, Marko ; Jakobovic, Domagoj ; Mariot, Luca ; Picek, Stjepan
2022.

Genetic programming for electric vehicle routing problem with soft time windows

Gil Gala, Francisco Javier ; Marko Đurasević ; Domagoj Jakobović
2022.

Solving the Dial-a-Ride Problem Using an Adapted Genetic Algorithm

Zelić, Stjepan ; Đurasević, Marko ; Jakobović, Domagoj ; Planinić, Lucija
2022.

On the Difficulty of Evolving Permutation Codes

Mariot, Luca ; Picek, Stjepan ; Jakobović, Domagoj ; Đurasević, Marko ; Leporati, Alberto
2022.

Towards Interpretable Dispatching Rules: Application of Expression Simplification Methods

Planinić, Lucija ; Đurasević, Marko ; Jakobović, Domagoj
2022.

Local search based methods for scheduling in the unrelated parallel machines environment

Ulaga, Lucija ; Đurasević, Marko ; Jakobović, Domagoj
2022.
Expert systems with applications

A comparative study of dispatching rule representations in evolutionary algorithms

Planinic, Lucija ; Backovic, Hrvoje ; Durasevic, Marko ; Jakobovic, Domagoj
2022.
IEEE access

On the genotype compression and expansion for evolutionary algorithms in the continuous domain

Planinić, Lucija ; Đurasević, Marko ; Mariot, Luca ; Jakobović, Domagoj ; Picek, Stjepan ; Coello Coello, Carlos
2021.

Automatic design of dispatching rules for static scheduling conditions

Ðurasević, Marko ; Jakobović, Domagoj
2021.
Neural computing and applications

Designing dispatching rules with genetic programming for the unrelated machines environment with constraints

Jaklinović, Kristijan ; Ðurasević, Marko ; Jakobović, Domagoj
2021.
Expert systems with applications

On the Application of ϵ-Lexicase Selection in the Generation of Dispatching Rules

Planinić, Lucija ; Đurasević, Marko ; Jakobović, Domagoj
2021.

A Search for Additional Structure: The Case of Cryptographic S-boxes

Carlet, Claude ; Đurasević, Marko ; Jakobović, Domagoj ; Picek, Stjepan
2020.

One property to rule them all? On the limits of trade-offs for S-boxes

Đurasević, Marko ; Jakobović, Domagoj ; Picek, Stjepan
2020.

Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations

Đurasević, Marko ; Jakobović, Domagoj ; Scoczynski Ribeiro Martins, Marcella ; Picek, Stjepan ; Wagner, Markus
2020.

A comparative study of solution representations for the unrelated machines environment

Vlašić, Ivan ; Đurasević, Marko ; Jakobović, Domagoj
2020.
Computers & operations research

Comparison of schedule generation schemes for designing dispatching rules with genetic programming in the unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2020.
Applied soft computing

Improving genetic algorithm performance by population initialisation with dispatching rules

Vlašić, Ivan ; Đurasević, Marko ; Jakobović, Domagoj
2019.
Computers & industrial engineering

Creating dispatching rules by simple ensemble combination

Đurasević, Marko ; Jakobović, Domagoj
2019.
Journal of heuristics

Methods for solving static scheduling problems in the unrelated machines environment

Ulaga, Lucija
2019.

Automated design of dispatching rules for scheduling problems with constraints

Jaklinović, Kristijan
2019.

A survey of dispatching rules for the dynamic unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2018.
Expert systems with applications

A Software Framework for Interactive Visualization of Optimization Algorithms

Kalebota, Marija
2018.

Evolving dispatching rules for optimising many- objective criteria in the unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2018.
Genetic programming and evolvable machines

Automated design of dispatching rules in unrelated machines environment

Đurasević, Marko
2018.

Comparison of ensemble learning methods for creating ensembles of dispatching rules for the unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2018.
Genetic programming and evolvable machines

Solving Scheduling Problems in the Unrelated Machines Environment by Using Evolutionary Algorithms

Vlašić, Ivan
2018.

Hyper-heuristic methods for solving job shop scheduling problems with unrelated machines

Backović, Hrvoje
2017.

Adaptive scheduling on unrelated machines with genetic programming

Đurasević, Marko ; Jakobović, Domagoj ; Knežević, Karlo
2016.
Applied soft computing

Comparison of solution representations for scheduling in the unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2016.

Constrained scheduling for unrelated machines

Čorić, Ivan
2016.

Optimization of scheduling for unrelated machines

Đurasević, Marko
2014.

GPU Implementation of a Medical Imaging Data Compression Algorithm

Šantl, Dino ; Đurasević, Marko ; Knezović, Josip
2013.

Machine-to-machine communication as key enabler in smart metering systems

Dujak, Mićo ; Parać, Vedran ; Đurasević, Marko ; Herić, Ajdin
2013.

Evolutionary computation description language

Đurasević, Marko
2012.

Teaching

University undergraduate

University graduate

Postgraduate doctoral study programme

Competences

  • Computational and artificial intelligence
    Artificial intelligence Machine learning Computational intelligence Greedy algorithms Evolutionary computation Particle swarm optimization Genetic algorithms Fuzzy logic Artificial neural networks
  • Computational and artificial intelligence
    Artificial intelligence Machine learning Computational intelligence Greedy algorithms Evolutionary computation Particle swarm optimization Genetic algorithms Fuzzy logic Artificial neural networks

Personal data

Official web page URL:
Graduation year:
2014.
PhD graduation year:
2018.
Employed in this institution since:
2014.