prof. dr. sc. Domagoj Jakobović

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

Consultations:

https://goo.gl/CF7mPm

Location:
Public phone number:
6129-967
Internal phone number:
467

A comparative study of dispatching rule representations in evolutionary algorithms

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

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

Ulaga, Lucija ; Đurasević, Marko ; Jakobović, Domagoj
2022.
Expert Systems with Applications

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

Evolutionary algorithms for designing reversible cellular automata

Mariot, Luca ; Picek, Stjepan ; Jakobovic, Domagoj ; Leporati, Alberto
2021.
Genetic Programming and Evolvable Machines

Toward more efficient heuristic construction of Boolean functions

Jakobovic, Domagoj ; Picek, Stjepan ; Martins, Marcella S.R. ; Wagner, Markus
2021.
Applied Soft Computing

Genetic programming hyperheuristic parameter configuration using fitness landscape analysis

Čorić, Rebeka ; Ðumić, Mateja ; Jakobović, Domagoj
2021.
Applied intelligence (Boston)

Ensembles of priority rules for resource constrained project scheduling problem

Đumić, Mateja ; Jakobović, Domagoj
2021.
Applied Soft Computing

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

Jaklinović, Kristijan ; Ðurasević, Marko ; Jakobović, Domagoj
2021.
Expert Systems with Applications

Security Risk Optimization for Multi-cloud Applications

Lovrenčić, Rudolf ; Jakobović, Domagoj ; Škvorc, Dejan ; Groš, Stjepan
2020.
EvoStar

Predictive and generative machine learning models for photonic crystals

Christensen, Thomas ; Loh, Charlotte ; Picek, Stjepan ; Jakobović, Domagoj ; Jing, Li ; Fisher, Sophie ; Ceperic, Vladimir ; Joannopoulos, John ; Soljačić, Marin
2020.
Nanophotonics

What Is Your MOVE: Modeling Adversarial Network Environments

Knezevic, Karlo ; Picek, Stjepan ; Jakobovic, Domagoj ; Hernandez-Castro, Julio
2020.
EvoStar

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

Automatic design of dispatching rules for static scheduling conditions

Ðurasević, Marko ; Jakobović, Domagoj
2020.
Neural Computing and Applications

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

Đurasević, Marko ; Jakobović, Domagoj ; Picek, Stjepan
2020.
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2020

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

Carlet, Claude ; Đurasević, Marko ; Jakobović, Domagoj ; Picek, Stjepan
2020.
Parallel Problem Solving from Nature – PPSN XVI. PPSN 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.
Parallel Problem Solving from Nature – PPSN XVI. PPSN 2020

Cellular automata based S-boxes

Mariot, Luca ; Picek, Stjepan ; Leporati, Alberto ; Jakobović, Domagoj
2019.
Cryptography and communications

Hyper-bent Boolean Functions and Evolutionary Algorithms

Mariot, Luca ; Jakobovic, Domagoj ; Leporati, Alberto ; Picek, Stjepan
2019.
Genetic Programming. EuroGP 2019.

On the design of S-box constructions with genetic programming

Picek, Stjepan ; Jakobović, Domagoj
2019.
GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion

A characterisation of S-box fitness landscapes in cryptography

Jakobović, Domagoj ; Picek, Stjepan ; Martins, Marcella S. R. ; Wagner, Markus
2019.
Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019

Evolutionary Algorithms for the Design of Quantum Protocols

Krawec, Walter ; Picek, Stjepan ; Jakobović, Domagoj
2019.
International Conference on the Applications of Evolutionary Computation, EvoApplications 2019

C3PO: cipher construction with cartesian genetic programming

Picek, Stjepan ; Knezevic, Karlo ; Jakobovic, Domagoj ; Derek, Ante
2019.
GECCO '19 Genetic and Evolutionary Computation Conference

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

Finding short and implementation-friendly addition chains with evolutionary algorithms

Picek, Stjepan ; Coello Coello, Carlos ; Jakobović, Domagoj
2018.
Journal of heuristics

Evolving priority rules for resource constrained project scheduling problem with genetic programming

Đumić, Mateja ; Šišejković, Dominik ; Čorić, Rebeka ; Jakobović, Domagoj
2018.
Future generation computer systems

A Search for Differentially-6 Uniform (n, n-2) Functions

Picek, Stjepan ; Knežević, Karlo ; Jakobović, Domagoj ; Carlet, Claude
2018.
IEEE Congress on Evolutionary Computation

Evolving Bent Quaternary Functions

Picek, Stjepan ; Knežević, Karlo ; Mariot, Luca ; Jakobović, Domagoj ; Leporati, Alberto
2018.
IEEE Congress on Evolutionary Computation

The Design of (Almost) Disjunct Matrices by Evolutionary Algorithms

Knezevic, Karlo ; Picek, Stjepan ; Mariot, Luca ; Jakobovic, Domagoj ; Leporati, Alberto
2018.
7th International Conference on the Theory and Practice of Natural Computing

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

Evolving dispatching rules for optimising many- objective criteria in 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

Immunological algorithms paradigm for construction of Boolean functions with good cryptographic properties

Picek, Stjepan ; Sisejković, Dominik ; Jakobović, Domagoj
2017.
Engineering applications of artificial intelligence

Design of S-boxes Defined with Cellular Automata Rules

Picek, Stjepan ; Mariot, Luca ; Yang, Bohan ; Jakobović, Domagoj ; Mentens, Nele
2017.
Computing Frontiers Conference

Evolving S-boxes based on cellular automata with genetic programming

Picek, Stjepan ; Mariot, Luca ; Leporati, Alberto ; Jakobović, Domagoj
2017.
Genetic and Evolutionary Computation Conference, GECCO 2017

Evolutionary algorithms for the design of orthogonal latin squares based on cellular automata

Mariot, Luca ; Picek, Stjepan ; Jakobović, Domagoj ; Leporati, Alberto
2017.
Genetic and Evolutionary Computation Conference, GECCO 2017

CryptoBench: benchmarking evolutionary algorithms with cryptographic problems

Picek, Stjepan ; Jakobović, Domagoj ; O'Reilly, Una- May
2017.
Genetic and Evolutionary Computation Conference, GECCO 2017

Complexity Comparison of Integer Programming and Genetic Algorithms for Resource Constrained Scheduling Problems

Čorić, Rebeka ; Đumić, Mateja ; Jakobović, Domagoj
2017.
MIPRO 2017, 40th Jubilee International Convention

On the mutual information as a fitness landscape measure

Čorić, Rebeka ; Picek, Stjepan ; Jakobović, Domagoj ; Coello Coello, Carlos A.
2017.
GECCO '17 - Genetic and Evolutionary Computation Conference

On the evolution of bent (n, m) functions

Picek, Stjepan ; Knežević, Karlo ; Jakobović, Domagoj
2017.
CEC

Side-Channel Analysis and Machine Learning: A Practical Perspective

Picek, Stjepan ; Heuser, Annelie ; Jović, Alan ; Ludwig, Simone A. ; Guilley, Sylvain ; Jakobović, Domagoj ; Mentens, Nele
2017.
IEEE International Joint Conference on Neural Networks (IJCNN)

Cryptographic Boolean functions : One output, many design criteria

Picek, Stjepan ; Jakobović, Domagoj ; Miller, Julian ; Batina, Lejla ; Čupić, Marko
2016.
Applied soft computing

Extreme Pipelining Towards the Best Area-Performance Trade-Off in Hardware

Picek, Stjepan ; Sisejkovic, Dominik ; Jakobovic, Domagoj ; Batina, Lejla ; Yang, Bohan ; Sijacic, Danilo ; Mentens, Nele
2016.
AFRICACRYPT 2016

Evolutionary Algorithms for Finding Short Addition Chains: Going the Distance

Picek, Stjepan ; Coello Coello, Carlos A. ; Jakobovic, Domagoj ; Mentens, Nele
2016.
EvoCOP 2016

Workforce Scheduling in Inbound Customer Call Centres with a Case Study

Molnar, Goran ; Jakobovic, Domagoj ; Pavelic, Matija
2016.
EvoApplications 2016

Evolving Algebraic Constructions for Designing Bent Boolean Functions

Picek, Stjepan ; Jakobović, Domagoj
2016.
GECCO 2016

Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography

Picek, Stjepan ; Carlet, Claude ; Guilley, Sylvain ; Miller, Julian F. ; Jakobović, Domagoj
2016.
Evolutionary computation

Evolving Cryptographic Pseudorandom Number Generators

Picek, Stjepan ; Sisejkovic, Dominik ; Rozic, Vladimir ; Yang, Bohan ; Jakobović, Domagoj ; Mentens, Nele
2016.
Parallel Problem Solving from Nature

Maximal nonlinearity in balanced boolean functions with even number of inputs, revisited

Picek, Stjepan ; Santana, Roberto ; Jakobović, Domagoj
2016.
CEC

Designing DNA Microarrays with Ant Colony Optimization

Ivković, Nikola ; Golub, Marin ; Jakobović, Domagoj
2016.
Journal of computers

Measuring performance of optimization algorithms in evolutionary computation

Ivkovic, Nikola ; Jakobovic, Domagoj ; Golub, Marin
2016.
International Journal of Machine Learning and Computing

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.
MIPRO 2016

Evolutionary Methods for the Construction of Cryptographic Boolean Functions

Picek, Stjepan ; Jakobović, Domagoj ; Miller, Julian F. ; Marchiori, Elena ; Batina, Lejla
2015.
18th European Conference, EuroGP 2015

Fault Injection with a new flavor: Memetic Algorithms make a difference

Picek, Stjepan ; Lejla Batina ; Pieter Buzing ; Jakobović, Domagoj
2015.
COSADE: Constructive Side-Channel Analysis and Secure Design

Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective

Picek, Stjepan ; Carlet, Claude ; Miller, Julian ; Jakobovic, Domagoj ; Batina, Lejla
2015.
Proceedings of the 2015 on Genetic and Evolutionary Computation Conference GECCO 2015

Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes

Picek, Stjepan ; Jakobovic, Domagoj ; Miller, Julian ; Batina, Lejla
2015.
Proceedings of the Companion Publication of the 2015 on Genetic and Evolutionary Computation Conference GECCO 2015

Analyzing Gene Expression Data: Fuzzy Decision Tree Algorithm applied to the Classification of Cancer Data

Ludwig, Simone ; Jakobovic, Domagoj ; Picek, Stjepan
2015.
FUZZ-IEEE 2015

Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight

Picek, Stjepan ; Guilley, Sylvain ; Carlet, Claude ; Jakobovic, Domagoj ; Miller, Julian
2015.
4th International Conference on the Theory and Practice of Natural Computing TPNC 2015

Evolving Genetic Algorithms for Fault Injection Attacks

Picek, Stjepan ; Batina, Lejla ; Jakobović, Domagoj ; Rafael, Boix Carpi
2014.
MIPRO

Optimality and beyond: The case of 4×4 S-boxes

Picek, Stjepan ; Ege, Baris ; Papagiannopoulos, Kostas ; Batina, Lejla ; Jakobović, Domagoj
2014.
Hardware-Oriented Security and Trust (HOST), 2014 IEEE International Symposium on

From fitness landscape to crossover operator choice

Picek, Stjepan ; Jakobović, Domagoj
2014.
2014 conference on Genetic and evolutionary computation (GECCO 2014)

Evolving DPA-Resistant Boolean Functions

Picek, Stjepan ; Batina, Lejla ; Jakobović, Domagoj
2014.
Lecture Notes in Computer Science

Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions

Picek, Stjepan ; Marchiori, Elena ; Batina, Lejla ; Jakobović, Domagoj
2014.
Lecture Notes in Computer Science

Confused by Confusion: Systematic Evaluation of DPA Resistance of Various S-boxes

Picek, Stjepan ; Papagiannopoulos, Kostas ; Ege, Barış ; Batina, Lejla ; Jakobović, Domagoj
2014.
Progress in Cryptology -- INDOCRYPT 2014

S-box Pipelining Using Genetic Algorithms for High-Throughput AES Implementations: How Fast Can We Go?

Batina, Lejla ; Jakobović, Domagoj ; Mentens, Nele ; Picek, Stjepan ; de la Piedra, Antonio ; ŠiŠejković, Dominik
2014.
Progress in Cryptology -- INDOCRYPT 2014

Asynchronous and implicitly parallel evolutionary computation models

Jakobović, Domagoj ; Golub, Marin ; Čupić, Marko
2014.
Soft computing

On Using Genetic Algorithms for Intrinsic Side-channel Resistance: The Case of AES S-box

Picek, Stjepan ; Ege, Baris ; Batina, Lejla ; Jakobović, Domagoj ; Chmielewski, Lukasz ; Golub, Marin
2014.
First Workshop on Cryptography and Security in Computing Systems

Glitch it if you can: parameter search strategies for successful fault injection

Boix Carpi, Rafael ; Picek, Stjepan ; Batina, Lejla ; Menarini, Federico ; Jakobović, Domagoj ; Golub, Marin
2014.
Lecture Notes in Computer Science

S-box, SET, Match: A Toolbox for S-box Analysis

Picek, Stjepan ; Batina, Lejla ; Jakobović, Domagoj ; Ege, Barıs ; Golub, Marin
2014.
Lecture Notes in Computer Science

Benu: Operating System Increments for Embedded Systems Engineer’s Education

Jelenković, Leonardo ; Jakobović, Domagoj ; Groš, Stjepan
2014.
Federated Conference on Computer Science and Information Systems

Investigation of coevolutionary approach in gene regulatory network inference

Komlen, Danko ; Jakobović, Domagoj
2013.
MIPRO 2013

Evolution of Vehicle Routing Problem Heuristics with Genetic Programming

Gulić, Matija ; Jakobović, Domagoj
2013.
MIPRO 2013

Evolving Cryptographically Sound Boolean Functions

Picek, Stjepan ; Jakobović, Domagoj ; Golub, Marin
2013.
Genetic and Evolutionary Computation Conference

On the Recombination Operator in the Real-Coded Genetic Algorithms

Picek, Stjepan ; Jakobović, Domagoj ; Golub, Marin
2013.
IEEE Congress on Evolutionary Computation, CEC 2013

Inferring Presence Status on Smartphones: The Big Data Perspective

Antonić, Aleksandar ; Podnar Žarko, Ivana ; Jakobović, Domagoj
2013.
IEEE Symposium on Computers and Communications 2013

Evolving priority scheduling heuristics with genetic programming

Jakobović, Domagoj ; Marasović, Kristina
2012.
Applied soft computing

Evolution of automatic robot control with genetic programming

Paić-Antunović, Lovro ; Jakobović, Domagoj
2012.
MIPRO 2012 International Convention

Automated Design of Combinatorial Logic Circuits

Brajer, Iva ; Jakobović, Domagoj
2012.
MIPRO 2012 International Convention

On the Analysis of Experimental Results in Evolutionary Computation

Picek, Stjepan ; Golub, Marin ; Jakobović, Domagoj
2012.
MIPRO 2012 International Convention

Influence of the Crossover Operator in the Performance of the Hybrid Taguchi GA

Picek, Stjepan ; Golub, Marin ; Jakobović, Domagoj
2012.
IEEE Congress on Evolutionary Computation CEC 2012

Operating System Core as Template for Embedded System Software Development

Jelenković, Leonardo ; Jakobović, Domagoj
2012.
9th International Conference on Informatics in Control, Automation and Robotics

Intelligent Problem Solving in Process Control of an Event Filter Cluster for a Particle Physics Experiment

Marasović, Kristina ; Jakobović, Domagoj
2011.
Expert systems with applications

Evaluation of Crossover Operator Performance in Genetic Algorithms with Binary Representation

Picek, Stjepan ; Golub, Marin ; Jakobović, Domagoj
2011.
Lecture Notes in Computer Science

University Course Timetabling Using ACO: A Case Study on Laboratory Exercises

Matijaš, Vatroslav Dino ; Molnar, Goran ; Čupić, Marko ; Jakobović, Domagoj ; Dalbelo Bašić, Bojana
2010.
Lecture notes in artificial intelligence

Applying ai-techniques as help for faculty administration - a case study

Čupić, Marko ; Golub, Marin ; Jakobović, Domagoj
2010.
21th Central European Conference on Information and Intelligent Systems

Testing task schedulers on Linux system

Jelenković, Leonardo ; Groš, Stjepan ; Jakobović, Domagoj
2010.
International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CISSE 2009)

Operating Systems

Budin, Leo ; Golub, Marin ; Jakobović, Domagoj ; Jelenković, Leonardo
2010.

Testing Task Schedulers on Linux System

Jelenković, Leonardo ; Groš, Stjepan ; Jakobović, Domagoj
2010.

University Course Timetabling with Genetic Algorithm: A Laboratory Excercises Case Study

Bratković, Zlatko ; Herman, Tomislav ; Omrčen, Vjera ; Čupić, Marko ; Jakobović, Domagoj
2009.
Lecture Notes in Computer Science

Exam Timetabling Using Genetic Algorithm

Čupić, Marko ; Golub, Marin ; Jakobović, Domagoj
2009.
31st International Conference on Information Technology Interfaces, ITI2009

Evolutionary Algorithms for the Resource Constrained Scheduling Problem

Frankola, Toni ; Golub, Marin ; Jakobovic, Domagoj
2008.
30th International Conference on Information Technology Interfaces , ITI 2008

Genetic Programming Heuristics for Multiple Machine Scheduling

Jakobović, Domagoj ; Jelenković, Leonardo ; Budin, Leo
2007.
Lecture Notes in Computer Science

Synchronization problems

Jelenković, Leonardo ; Jakobović, Domagoj ; Golub, Marin
2007.
Jubilarni međunarodni skup MIPRO (30 ; 2007)

Dynamic Scheduling with Genetic Programming

Jakobović, Domagoj ; Budin, Leo
2006.
Lecture Notes in Computer Science

Priority Scheduling with Genetic Programming

Jakobović, Domagoj ; Budin, Leo
2006.
MIPRO

Scheduling based on adaptive rules

Jakobović, Domagoj
2005.

An overview of distributed programming techniques

Golub, Marin ; Jakobović, Domagoj ; Janeš, Ivan
2005.
Hypermedia and Grid Systems, MIPRO 2005

Forward Kinematics of a Stewart Parallel Mechanism

Jakobović, Domagoj ; Budin, Leo
2004.

Hexapod Structure Evaluation as Web Service

Jelenković, Leonardo ; Jakobović, Domagoj ; Budin, Leo
2004.
1st Int. Conference on Informatics in Control, Automation and Robotics, ICINCO 2004

Kinematic evaluation and forward kinematic problem for Stewart platform based manipulators

Jakobović, Domagoj ; Jelenković, Leonardo
2003.
Int. Conference on Computational Cybernetics ICCC 2003

Forward Kinematics of a Stewart Parallel Mechanism

Jakobović, Domagoj ; Budin, Leo
2002.
6th Int. Conf. on Intelligent Engineering Systems (INES 2002)

The Forward And Inverse Kinematics Problems For Stewart Parallel Mechanisms

Jakobović, Domagoj ; Jelenković, Leonardo
2002.
8th International Scientific Conference on Production Engineering (CIM 2002)

Parallelization of Elimination Tournament Selection without Synchronization

Golub, Marin ; Jakobović, Domagoj ; Leo, Budin
2001.
5th IEEE International Conference on Intelligent Engineering Systems INES 2001

A New Model of Global Parallel Genetic Algorithm

Golub, Marin ; Jakobović, Domagoj
2000.
22nd International Conference on Information Technology Interfaces, ITI2000

Genetic Algorithms in Real-Time Imprecise Computing

Budin, Leo ; Jakobović, Domagoj ; Golub, Marin
2000.
Journal of Computing and Information Technology, CIT

Adaptive Genetic Algorithm

Jakobović, Domagoj ; Golub, Marin
1999.
Journal of Computing and Information Technology

Genetic Algorithms in Real-Time Imprecise Computing

Budin, Leo ; Jakobović, Domagoj ; Golub, Marin
1999.
IEEE International Symposium on Industrial Electronics

A Few Implementations of Parallel Genetic Algorithm

Golub, Marin ; Jakobović, Domagoj
1998.
20th Int. Conf. on Information Technology Interfaces ITI ‘98

Adaptive Genetic Algorithm

Jakobović, Domagoj ; Golub, Marin
1998.
20th Int. Conf. on Information Technology Interfaces, ITI '98

Parallel Adaptive Genetic Algorithm

Budin, Leo ; Golub, Marin ; Jakobović, Domagoj
1998.
International ICSC/IFAC Symposium on Neural Computation, NC'98

Adaptive Genetic Operators in Elimination Genetic Algorithm

Jakobović, Domagoj
1997.
Information Technology Interfaces

The effect of adaptive operator probability on genetic algorithm efficiency

Jakobović, Domagoj
1996.

Teaching duties

University undergraduate

University graduate

Postgraduate doctoral study programme

Competences

  • Computational and artificial intelligence
    Artificial intelligence Computational intelligence Concurrent computing Evolutionary computation Particle swarm optimization Genetic algorithms
  • Mathematics
    Genetic algorithms Newton method Optimization Optimization methods
  • Computational and artificial intelligence
    Artificial intelligence Computational intelligence Concurrent computing Evolutionary computation Particle swarm optimization Genetic algorithms
  • Engineering in medicine and biology
    Genetic programming
  • Science – general
    Genetic programming

Professional memberships

Personal data

Personal web page:
Official web page URL:
Graduation year:
1997.
mr.sc. graduation year:
2001.
PhD graduation year:
2006.
Employed in this institution since:
1997.

List of select projects

ECF - Evolutionary Computation Framework

EvoCrypt

User-oriented scheduling heuristics (in Croatian)

Programska podrška projektiranju Stewartovih paralelnih mehanizama (http://hexapod.zemris.fer.hr)