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Designing Lookahead Relocation Rules for the Container Relocation Problem with Genetic Programming
Genetic programming with surrogate evaluation for the electric vehicle routing problem
An analysis of training models to evolve relocation rules for the container relocation problem
Introducing look-ahead into relocation rules generated with genetic programming for the container relocation problem
Improving the Performance of Relocation Rules for the Container Relocation Problem with the Rollout Algorithm
Evolving routing policies for electric vehicles by means of genetic programming
Leveraging More of Biology in Evolutionary Reinforcement Learning
Assessing the Ability of Genetic Programming for Feature Selection in Constructing Dispatching Rules for Unrelated Machine Environments
Assessing the Ability of Genetic Programming for Feature Selection in Constructing Dispatching Rules for Unrelated Machine Environments
Heuristic Ensemble Construction Methods of Automatically Designed Dispatching Rules for the Unrelated Machines Environment
Heuristic Ensemble Construction Methods of Automatically Designed Dispatching Rules for the Unrelated Machines Environment
Heuristic Ensemble Construction Methods of Automatically Designed Dispatching Rules for the Unrelated Machines Environment
ECF: A C＋＋ framework for evolutionary computation
A New Angle: On Evolving Rotation Symmetric Boolean Functions
Constructing ensembles of dispatching rules for multi-objective tasks in the unrelated machines environment
Evolving Dispatching Rules for Dynamic Vehicle Routing with Genetic Programming
Heuristic and metaheuristic methods for the parallel unrelated machines scheduling problem: a survey
Collaboration methods for ensembles of dispatching rules for the dynamic unrelated machines environment
Ensembles of priority rules to solve one machine scheduling problem in real-time
Combining single objective dispatching rules into multi-objective ensembles for the dynamic unrelated machines environment
To Bias or Not to Bias: Probabilistic Initialisation for Evolving Dispatching Rules
Finding Near-Optimal Portfolios with Quality-Diversity
Look into the Mirror: Evolving Self-dual Bent Boolean Functions
A Search for Nonlinear Balanced Boolean Functions by Leveraging Phenotypic Properties
Divide and conquer: Using single objective dispatching rules to improve convergence for multi-objective optimisation
An analysis of training models to evolve heuristics for the travelling salesman problem
A survey of metaheuristic algorithms for the design of cryptographic Boolean functions
Does size matter? On the influence of ensemble size on constructing ensembles of dispatching rules
On the Evolution of Boomerang Uniformity in Cryptographic S-boxes
DARWIN: Survival of the Fittest Fuzzing Mutators
Modeling Strong Physically Unclonable Functions with Metaheuristics
Digging Deeper: Operator Analysis for Optimizing Nonlinearity of Boolean Functions
A Variable Neighborhood Search Method with a Tabu List and Local Search for Optimizing Routing in Trucks in Maritime Ports
Evolutionary Construction of Perfectly Balanced Boolean Functions
NeuroSCA: Evolving Activation Functions for Side-Channel Analysis
Selection of dispatching rules evolved by genetic programming in dynamic unrelated machines scheduling based on problem characteristics
Local search based methods for scheduling in the unrelated parallel machines environment
A comparative study of dispatching rule representations in evolutionary algorithms
Using priority rules for resource-constrained project scheduling problem in static environment
Design Space Exploration of Clustered Sparsely Connected MPSoC Platforms
Introduction to automated design of scheduling heuristics with genetic programming
Evolving Constructions for Balanced, Highly Nonlinear Boolean Functions
Genetic programming for electric vehicle routing problem with soft time windows
Evolutionary computation and machine learning in security
Novel ensemble collaboration method for dynamic scheduling problems
Evolutionary Construction of Perfectly Balanced Boolean Functions
Towards Interpretable Dispatching Rules: Application of Expression Simplification Methods
On the Difficulty of Evolving Permutation Codes
Constructing Ensembles of Dispatching Rules for Multi- objective Problems
Artificial Intelligence for the Design of Symmetric Cryptographic Primitives
Solving the Dial-a-Ride Problem Using an Adapted Genetic Algorithm
On generalizing the power function exponent constructions with genetic programming
Genetic programming hyperheuristic parameter configuration using fitness landscape analysis
Automatic design of dispatching rules for static scheduling conditions
Designing dispatching rules with genetic programming for the unrelated machines environment with constraints
Ensembles of priority rules for resource constrained project scheduling problem
Evolutionary algorithms for designing reversible cellular automata
On the Application of ϵ-Lexicase Selection in the Generation of Dispatching Rules
On the genotype compression and expansion for evolutionary algorithms in the continuous domain
Evolutionary algorithms-assisted construction of cryptographic boolean functions
CoInGP: convolutional inpainting with genetic programming
Toward more efficient heuristic construction of Boolean functions
A Search for Additional Structure: The Case of Cryptographic S-boxes
A comparative study of solution representations for the unrelated machines environment
What Is Your MOVE: Modeling Adversarial Network Environments
One property to rule them all? On the limits of trade-offs for S-boxes
Predictive and generative machine learning models for photonic crystals
Evolutionary computation and machine learning in cryptology
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations
Comparison of schedule generation schemes for designing dispatching rules with genetic programming in the unrelated machines environment
Towards an evolutionary-based approach for natural language processing
Security Risk Optimization for Multi-cloud Applications
A characterisation of S-box fitness landscapes in cryptography
Hyper-bent Boolean Functions and Evolutionary Algorithms
Cellular automata based S-boxes
Evolutionary Algorithms for the Design of Quantum Protocols
Improving genetic algorithm performance by population initialisation with dispatching rules
Creating dispatching rules by simple ensemble combination
C3PO: cipher construction with cartesian genetic programming
On the design of S-box constructions with genetic programming
A Search for Differentially-6 Uniform (n, n-2) Functions
Evolving Bent Quaternary Functions
The Design of (Almost) Disjunct Matrices by Evolutionary Algorithms
A survey of dispatching rules for the dynamic unrelated machines environment
Comparison of ensemble learning methods for creating ensembles of dispatching rules for the unrelated machines environment
Evolving dispatching rules for optimising many- objective criteria in the unrelated machines environment
Classification of cancer data: Analyzing gene expression data using a fuzzy decision tree algorithm
Evolving priority rules for resource constrained project scheduling problem with genetic programming
Finding short and implementation-friendly addition chains with evolutionary algorithms
On the mutual information as a fitness landscape measure
Evolving S-boxes based on cellular automata with genetic programming
CryptoBench: benchmarking evolutionary algorithms with cryptographic problems
Complexity Comparison of Integer Programming and Genetic Algorithms for Resource Constrained Scheduling Problems
Immunological algorithms paradigm for construction of Boolean functions with good cryptographic properties
Evolutionary algorithms for the design of orthogonal latin squares based on cellular automata
Side-Channel Analysis and Machine Learning: A Practical Perspective
Design of S-boxes Defined with Cellular Automata Rules
On the evolution of bent (n, m) functions
Designing DNA Microarrays with Ant Colony Optimization
Extreme Pipelining Towards the Best Area-Performance Trade-Off in Hardware
Maximal nonlinearity in balanced boolean functions with even number of inputs, revisited
Evolving Cryptographic Pseudorandom Number Generators
Evolutionary Algorithms for Finding Short Addition Chains: Going the Distance
Comparison of solution representations for scheduling in the unrelated machines environment
Measuring performance of optimization algorithms in evolutionary computation
Evolving Algebraic Constructions for Designing Bent Boolean Functions
Workforce Scheduling in Inbound Customer Call Centres with a Case Study
Evolutionary Algorithms for Boolean Functions in Diverse Domains of Cryptography
Adaptive scheduling on unrelated machines with genetic programming
Cryptographic Boolean functions : One output, many design criteria
Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes
Evolutionary Approach for Finding Correlation Immune Boolean Functions of Order t with Minimal Hamming Weight
Correlation Immunity of Boolean Functions: An Evolutionary Algorithms Perspective
Evolutionary Methods for the Construction of Cryptographic Boolean Functions
Fault Injection with a new flavor: Memetic Algorithms make a difference
Analyzing Gene Expression Data: Fuzzy Decision Tree Algorithm applied to the Classification of Cancer Data
Benu: Operating System Increments for Embedded Systems Engineer’s Education
S-box Pipelining Using Genetic Algorithms for High-Throughput AES Implementations: How Fast Can We Go?
Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions
Glitch it if you can: parameter search strategies for successful fault injection
Asynchronous and implicitly parallel evolutionary computation models
From fitness landscape to crossover operator choice
On Using Genetic Algorithms for Intrinsic Side-channel Resistance: The Case of AES S-box
Evolving DPA-Resistant Boolean Functions
Evolving Genetic Algorithms for Fault Injection Attacks
Optimality and beyond: The case of 4×4 S-boxes
Confused by Confusion: Systematic Evaluation of DPA Resistance of Various S-boxes
S-box, SET, Match: A Toolbox for S-box Analysis
On the Recombination Operator in the Real-Coded Genetic Algorithms
Investigation of coevolutionary approach in gene regulatory network inference
Evolution of Vehicle Routing Problem Heuristics with Genetic Programming
Inferring Presence Status on Smartphones: The Big Data Perspective
Evolving Cryptographically Sound Boolean Functions
Parallel Neural Network Training with OpenCL
Evolving priority scheduling heuristics with genetic programming
Evolution of automatic robot control with genetic programming
Automated Design of Combinatorial Logic Circuits
Operating System Core as Template for Embedded System Software Development
On the Analysis of Experimental Results in Evolutionary Computation
Influence of the Crossover Operator in the Performance of the Hybrid Taguchi GA
Evaluation of Crossover Operator Performance in Genetic Algorithms with Binary Representation
Intelligent Problem Solving in Process Control of an Event Filter Cluster for a Particle Physics Experiment
Parallelized Rabin-Karp Method for Exact String Matching
Operacijski sustavi
Testing Task Schedulers on Linux System
Applying ai-techniques as help for faculty administration - a case study
University Course Timetabling Using ACO: A Case Study on Laboratory Exercises
Testing task schedulers on Linux system
Exam Timetabling Using Genetic Algorithm
University Course Timetabling with Genetic Algorithm: A Laboratory Excercises Case Study
Evolutionary Algorithms for the Resource Constrained Scheduling Problem
Sinkronizacijski problemi
Genetic Programming Heuristics for Multiple Machine Scheduling
Priority Scheduling with Genetic Programming
Dynamic Scheduling with Genetic Programming
An overview of distributed programming techniques
Hexapod Structure Evaluation as Web Service
Forward Kinematics of a Stewart Parallel Mechanism
Kinematic evaluation and forward kinematic problem for Stewart platform based manipulators
Forward Kinematics of a Stewart Parallel Mechanism
The Forward And Inverse Kinematics Problems For Stewart Parallel Mechanisms
Ocjena učinkovitosti postupaka za rješavanje kinematike Stewartovih paralelnih mehanizama
Parallelization of Elimination Tournament Selection without Synchronization
A New Model of Global Parallel Genetic Algorithm
Genetic Algorithms in Real-Time Imprecise Computing
Adaptive Genetic Algorithm
Genetic Algorithms in Real-Time Imprecise Computing
Parallel Adaptive Genetic Algorithm
A Few Implementations of Parallel Genetic Algorithm
Adaptive Genetic Algorithm
Adaptive Genetic Operators in Elimination Genetic Algorithm
Nastava
Sveučilišni preddiplomski
- Operacijski sustavi (Nositelj)
- Operacijski sustavi (Nositelj)
- Projekt iz programske potpore (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt R (Predavanja)
- Projekt R (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
Sveučilišni diplomski
- Analiza i projektiranje računalom (Nositelj)
- Optimiranje evolucijskim računanjem (Nositelj)
- Paralelno programiranje (Nositelj)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Mentorski seminar (Predavanja)
- Prezentacijski seminar (Predavanja)
Poslijediplomski doktorski
- Algoritmi za ugrađene računalne sustave (Nositelj)
- Postupci raspoređivanja (Nositelj)
Kompetencije
-
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
Profesionalni interesi i članstva
- Croatian Academy of Engineering
- IEEE Senior member
- ACM member
Osobni podaci
Izabrani projekti
HYDDRa - Hyperheuristic design of dispatching rules
ECF - Evolutionary Computation Framework
User-oriented scheduling heuristics (in Croatian)
Programska podrška projektiranju Stewartovih paralelnih mehanizama (http://hexapod.zemris.fer.hr)