Marko Durasevic

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 62

Top Topics

Boolean Functions

Dispatching Rule

Genetic Programming

Top Venues

GECCO Companion

Appl. Soft Comput.

Publications

Bruno Gasperov, Marko Durasevic, Domagoj Jakobovic
Leveraging More of Biology in Evolutionary Reinforcement Learning. EvoApplications@EvoStar (2024)
Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
Look into the Mirror: Evolving Self-dual Bent Boolean Functions. EuroGP (2024)
Marko Durasevic, Domagoj Jakobovic, Stjepan Picek, Luca Mariot
Assessing the Ability of Genetic Programming for Feature Selection in Constructing Dispatching Rules for Unrelated Machine Environments. Algorithms 17 (2) (2024)
Marko Durasevic, Mateja Dumic, Rebeka Coric, Francisco Javier Gil Gala
Automated design of relocation rules for minimising energy consumption in the container relocation problem. Expert Syst. Appl. 237 (Part C) (2024)
Marko Durasevic, Mateja Dumic, Francisco Javier Gil Gala
Designing Relocation Rules with Genetic Programming for the Online Container Relocation Problem. CEC (2024)
Jesús Quesada, Francisco Javier Gil Gala, Marko Durasevic, María R. Sierra, Ramiro Varela
Evolutionary Algorithms for Bin Packing Problem with Maximum Lateness and Waste Minimization. IWINAC (2) (2024)
Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Stjepan Picek
On the Evolution of Boolean Functions with the Algebraic Normal Form Representation. GECCO Companion (2024)
Bruno Gasperov, Marko Durasevic, Domagoj Jakobovic
Finding Near-Optimal Portfolios with Quality-Diversity. EvoApplications@EvoStar (2024)
Marko Durasevic, Domagoj Jakobovic
Heuristic Ensemble Construction Methods of Automatically Designed Dispatching Rules for the Unrelated Machines Environment. Axioms 13 (1) (2024)
Marko Durasevic, Mateja Dumic
Designing relocation rules with genetic programming for the container relocation problem with multiple bays and container groups. Appl. Soft Comput. 150 (2024)
Claude Carlet, Marko Durasevic, Bruno Gasperov, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
A New Angle: On Evolving Rotation Symmetric Boolean Functions. EvoApplications@EvoStar (2024)
Domagoj Jakobovic, Marko Durasevic, Stjepan Picek, Bruno Gasperov
ECF: A C＋＋ framework for evolutionary computation. SoftwareX 27 (2024)
Nikolina Frid, Marko Durasevic
Application of Evolutionary Optimization in Task Mapping and Scheduling for Heterogeneous Mobile-Edge Computing. MIPRO (2024)
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic, Carlos A. Coello Coello
Combining single objective dispatching rules into multi-objective ensembles for the dynamic unrelated machines environment. Swarm Evol. Comput. 80 (2023)
Bruno Gasperov, Marko Durasevic, Domagoj Jakobovic
A Search for Nonlinear Balanced Boolean Functions by Leveraging Phenotypic Properties. CoRR (2023)
Marko Durasevic, Francisco Javier Gil Gala, Lucija Planinic, Domagoj Jakobovic
Collaboration methods for ensembles of dispatching rules for the dynamic unrelated machines environment. Eng. Appl. Artif. Intell. 122 (2023)
Francisco Javier Gil Gala, Sezin Afsar, Marko Durasevic, Juan José Palacios, Murat Afsar
Genetic programming for the vehicle routing problem with zone-based pricing. GECCO (2023)
Bruno Gasperov, Marko Durasevic
On Evolvability and Behavior Landscapes in Neuroevolutionary Divergent Search. CoRR (2023)
Bruno Gasperov, Marko Durasevic, Domagoj Jakobovic
A Search for Nonlinear Balanced Boolean Functions by Leveraging Phenotypic Properties. GECCO Companion (2023)
Marko Durasevic, Domagoj Jakobovic
Heuristic and metaheuristic methods for the parallel unrelated machines scheduling problem: a survey. Artif. Intell. Rev. 56 (4) (2023)
Jesús Quesada, Francisco Javier Gil Gala, Marko Durasevic, María R. Sierra, Ramiro Varela
An analysis of heuristic templates in Genetic Programming for one-dimensional cutting and packing problems. GECCO Companion (2023)
Francisco Javier Gil Gala, Marko Durasevic, María R. Sierra, Ramiro Varela
Evolving ensembles of heuristics for the travelling salesman problem. Nat. Comput. 22 (4) (2023)
Karla Salamun, Ivan Pavic, Hrvoje Dzapo, Marko Durasevic
Evolving scheduling heuristics with genetic programming for optimization of quality of service in weakly hard real-time systems. Appl. Soft Comput. 137 (2023)
Marko Durasevic, Mateja Dumic
Corrigendum to "Automated design of heuristics for the container relocation problem using genetic programming", [Appl. Soft Comput. 130 (2022) 109696]. Appl. Soft Comput. 132 (2023)
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic
Divide and conquer: Using single objective dispatching rules to improve convergence for multi-objective optimisation. GECCO (2023)
Marko Durasevic, Mateja Dumic, Rebeka Coric, Francisco Javier Gil Gala
Automated design of relocation rules for minimising energy consumption in the container relocation problem. GECCO Companion (2023)
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic
Does size matter? On the influence of ensemble size on constructing ensembles of dispatching rules. GECCO Companion (2023)
Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions. GECCO Companion (2023)
Domagoj Jakobovic, Marko Durasevic, Karla Brkic, Juraj Fosin, Tonci Caric, Davor Davidovic
Evolving Dispatching Rules for Dynamic Vehicle Routing with Genetic Programming. Algorithms 16 (6) (2023)
Marko Durasevic, Mateja Dumic, Rebeka Coric, Francisco Javier Gil Gala
Automated design of relocation rules for minimising energy consumption in the container relocation problem. CoRR (2023)
Francisco Javier Gil Gala, Marko Durasevic, Ramiro Varela, Domagoj Jakobovic
Ensembles of priority rules to solve one machine scheduling problem in real-time. Inf. Sci. 634 (2023)
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic
To Bias or Not to Bias: Probabilistic Initialisation for Evolving Dispatching Rules. EuroGP (2023)
Bruno Gasperov, Marko Durasevic
On Evolvability and Behavior Landscapes in Neuroevolutionary Divergent Search. GECCO (2023)
Carlos A. Coello Coello, Marko Durasevic, Domagoj Jakobovic, Marina Krcek, Luca Mariot, Stjepan Picek
Modeling Strong Physically Unclonable Functions with Metaheuristics. GECCO Companion (2023)
Francisco Javier Gil Gala, Marko Durasevic, Mateja Dumic, Rebeka Coric, Domagoj Jakobovic
An analysis of training models to evolve heuristics for the travelling salesman problem. GECCO Companion (2023)
Lucija Ulaga, Marko Durasevic, Domagoj Jakobovic
Local search based methods for scheduling in the unrelated parallel machines environment. Expert Syst. Appl. 199 (2022)
Marko Durasevic, Domagoj Jakobovic
Selection of dispatching rules evolved by genetic programming in dynamic unrelated machines scheduling based on problem characteristics. J. Comput. Sci. 61 (2022)
Marko Durasevic, Lucija Planinic, Francisco Javier Gil Gala, Domagoj Jakobovic
Novel ensemble collaboration method for dynamic scheduling problems. GECCO (2022)
Marko Durasevic, Domagoj Jakobovic, Yi Mei, Su Nguyen, Mengjie Zhang
Introduction to automated design of scheduling heuristics with genetic programming. GECCO Companion (2022)
Marko Durasevic, Lucija Planinic, Francisco Javier Gil Gala, Domagoj Jakobovic
Novel ensemble collaboration method for dynamic scheduling problems. CoRR (2022)
Marko Durasevic, Mateja Dumic
Automated design of heuristics for the container relocation problem using genetic programming. Appl. Soft Comput. 130 (2022)
Lucija Planinic, Hrvoje Backovic, Marko Durasevic, Domagoj Jakobovic
A Comparative Study of Dispatching Rule Representations in Evolutionary Algorithms for the Dynamic Unrelated Machines Environment. IEEE Access 10 (2022)
Marko Durasevic, Lucija Planinic, Francisco Javier Gil Gala, Domagoj Jakobovic
Constructing Ensembles of Dispatching Rules for Multi-objective Problems. IWINAC (1) (2022)
Francisco Javier Gil Gala, Marko Durasevic, Domagoj Jakobovic
Genetic programming for electric vehicle routing problem with soft time windows. GECCO Companion (2022)
Francisco Javier Gil Gala, Marko Durasevic, María R. Sierra, Ramiro Varela
Building Heuristics and Ensembles for the Travel Salesman Problem. IWINAC (1) (2022)
Marko Durasevic, Mateja Dumic
Automated Design of Heuristics for the Container Relocation Problem. CoRR (2021)
Stjepan Zelic, Marko Durasevic, Domagoj Jakobovic, Lucija Planinic
Solving the Dial-a-Ride Problem Using an Adapted Genetic Algorithm. AI*IA (2021)
Lucija Planinic, Marko Durasevic, Domagoj Jakobovic
On the Application of ϵ-Lexicase Selection in the Generation of Dispatching Rules. CEC (2021)
Marko Durasevic, Domagoj Jakobovic
Heuristic and Metaheuristic Methods for the Unrelated Machines Scheduling Problem: A Survey. CoRR (2021)
Lucija Planinic, Marko Durasevic, Domagoj Jakobovic
Towards Interpretable Dispatching Rules: Application of Expression Simplification Methods. SSCI (2021)
Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations. PPSN (2) (2020)
Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations. CoRR (2020)
Marko Durasevic, Domagoj Jakobovic
Comparison of schedule generation schemes for designing dispatching rules with genetic programming in the unrelated machines environment. Appl. Soft Comput. 96 (2020)
Ivan Vlasic, Marko Durasevic, Domagoj Jakobovic
A comparative study of solution representations for the unrelated machines environment. Comput. Oper. Res. 123 (2020)
Marko Durasevic, Domagoj Jakobovic
Creating dispatching rules by simple ensemble combination. J. Heuristics 25 (6) (2019)
Ivan Vlasic, Marko Durasevic, Domagoj Jakobovic
Improving genetic algorithm performance by population initialisation with dispatching rules. Comput. Ind. Eng. 137 (2019)
Marko Durasevic, Domagoj Jakobovic
Evolving dispatching rules for optimising many-objective criteria in the unrelated machines environment. Genet. Program. Evolvable Mach. 19 (1-2) (2018)
Marko Durasevic, Domagoj Jakobovic
Comparison of ensemble learning methods for creating ensembles of dispatching rules for the unrelated machines environment. Genet. Program. Evolvable Mach. 19 (1-2) (2018)
Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
Tutorials at PPSN 2018. PPSN (2) (2018)
Marko Durasevic, Domagoj Jakobovic
A survey of dispatching rules for the dynamic unrelated machines environment. Expert Syst. Appl. 113 (2018)
Marko Durasevic, Domagoj Jakobovic, Karlo Knezevic
Adaptive scheduling on unrelated machines with genetic programming. Appl. Soft Comput. 48 (2016)
Marko Durasevic, Domagoj Jakobovic
Comparison of solution representations for scheduling in the unrelated machines environment. MIPRO (2016)
Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Sihem Mesnager, Stjepan Picek
On the Evolution of Boomerang Uniformity in Cryptographic S-boxes. EvoApplications@EvoStar (2013)