izv. prof. dr. sc. Marko Đurasević

Associate Professor

Department of Electronics, Microelectronics, Computer and Intelligent Systems

Investigation of Structures for Routing Rules Designed by Genetic Programming for the Electric Vehicle Routing Problem

Đurasević, Marko; Frid, Nikolina; Gil-Gala, Francisco Javier
2026.

Influence of Bloat Control on Relocation Rules Automatically Designed via Genetic Programming

Škalec, Tena; Đurasević, Marko
2026.
Biomimetics

Designing Competitive Ensembles for the Container Relocation Problem

Ðurasević, Marko; Ðumić, Mateja; Gil-Gala, Francisco Javier
2025.

Introducing look-ahead into relocation rules generated with genetic programming for the container relocation problem

Ɖurasević, Marko; Ɖumić, Mateja; Gil Gala, Francisco Javier; Jakobović, Domagoj
2025.
Genetic programming and evolvable machines

Genetic programming policies for bin packing in the framework of deterministic Markov decision process

Quesada, Jesús; Gil-Gala, Francisco J.; Đurasević, Marko; Sierra, María R.; Varela, Ramiro
2025.
Natural Computing

Genetic programming with surrogate evaluation for the electric vehicle routing problem

Gil-Gala, Francisco J.; Đurasević, Marko; Jakobović, Domagoj; Varela, Ramiro
2025.
Swarm and evolutionary computation

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

An analysis of training models to evolve relocation rules for the container relocation problem

Đurasević, Marko; Đumić, Mateja; Gil Gala, Francisco Javier; Jakobović, Domagoj
2025.

Evolving Priority Rules to Optimize Multi-Objective Criteria for the Resource-Constrained Project Scheduling Problem

Sabljo, Josipa; Čorić, Rebeka; Đumić, Mateja; Đurasević, Marko
2025.

Application of electoral systems for decision making in ensembles of heuristics generated by genetic programming

Đurasević, Marko; Gil-Gala, Francisco J.; Đumić, Mateja
2025.
Applied soft computing

Enhancing automatically designed relocation rules with the rollout algorithm

Đurasević, Marko; Đumić, Mateja; Gil Gala, Francisco Javier
2025.
Swarm and evolutionary computation

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

Đurasević, Marko; Đumić, Mateja; Gil-Gala, Francisco Javier; Jakobović, Domagoj
2025.

Tree search hyper-heuristic with application to combinatorial optimization

Gil-Gala, Francisco Javier; Ɖurasević, Marko; Sierra, Maria R.; Varela, Ramiro
2025.
Journal of heuristics

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

Time-Dependent Electric Vehicle Routing Problem with time windows and charging time dependent on the state of charge

Erdelić, Tomislav; Đurasević, Marko; Erdelić, Martina; Carić, Tonči
2025.
Computers & industrial engineering

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

Đurasević, Marko; Jakobović, Domagoj
2024.
Axioms

Leveraging More of Biology in Evolutionary Reinforcement Learning

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

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

Đurasević, Marko; Jakobović, Domagoj; Picek, Stjepan; Mariot, Luca
2024.
Algorithms

Language Teaching 2.0: Yesterday is History, Tomorrow is a Mystery?

Draganić, Hajnalka; Đurasević, Marko; Geld, Renata; Letica Krevelj, Stela; Jakupčević, Eva
2024.

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

Đurasević, Marko; Jakobović, Domagoj
2024.
Axioms

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

Frid, Nikolina; Đurasević, Marko
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.

Evolving routing policies for electric vehicles by means of genetic programming

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

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

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

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.

Umjetna Inteligencija: Moderan pristup


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

ECF: A C++ framework for evolutionary computation

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

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.

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

Đurasević, Marko; Jakobović, Domagoj
2024.
Axioms

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

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

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

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

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

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 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

Evolving Dispatching Rules for Dynamic Vehicle Routing with Genetic Programming

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

A Search for Nonlinear Balanced Boolean Functions by Leveraging Phenotypic Properties

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

On the Evolution of Boomerang Uniformity in Cryptographic S-boxes

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

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.

Modeling Strong Physically Unclonable Functions with Metaheuristics

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

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.

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.

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.

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.

Finding Near-Optimal Portfolios with Quality-Diversity

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

Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions

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

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

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

Evolving ensembles of heuristics for the travelling salesman problem

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

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

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

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

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

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

NeuroSCA: Evolving Activation Functions for Side-Channel Analysis

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

A comparative study of dispatching rule representations in evolutionary algorithms

Planinic, Lucija ; Backovic, Hrvoje ; Durasevic, Marko ; Jakobovic, Domagoj
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

Building Heuristics and Ensembles for the Travel Salesman Problem

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

Constructing Ensembles of Dispatching Rules for Multi- objective Problems

Đurasević, Marko ; Planinić, Lucija ; Gil Gala, Francisco Javier ; 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

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

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

Introduction to automated design of scheduling heuristics with genetic programming

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

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

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

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 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

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

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

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

A comparative study of solution representations for the unrelated machines environment

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

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.

Creating dispatching rules by simple ensemble combination

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

Improving genetic algorithm performance by population initialisation with dispatching rules

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

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

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

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

A survey of dispatching rules for the dynamic unrelated machines environment

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

Comparison of solution representations for scheduling in the unrelated machines environment

Đurasević, Marko ; Jakobović, Domagoj
2016.

Adaptive scheduling on unrelated machines with genetic programming

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

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.

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.