Bogdan Filipic

According to our database, Bogdan Filipic authored at least 69 papers between 1989 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On the Latent Structure of the bbob-biobj Test Suite.

Pavel Krömer, Vojtech Uher, Tea Tusar, Bogdan Filipic

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack.

Andrejaana Andova, Jordan N. Cork, Aljosa Vodopija, Tea Tusar, Bogdan Filipic

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

2023

Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space Perspective.

Aljosa Vodopija, Tea Tusar, Bogdan Filipic

CoRR, 2023

Visual Exploration of the Effect of Constraint Handling in Multiobjective Optimization.

Tea Tusar, Aljosa Vodopija, Bogdan Filipic

Proceedings of the Evolutionary Multi-Criterion Optimization, 2023

2022

Characterization of constrained continuous multiobjective optimization problems: A feature space perspective.

Aljosa Vodopija, Tea Tusar, Bogdan Filipic

Inf. Sci., 2022

Elevator group control as a constrained multiobjective optimization problem.

Aljosa Vodopija, Jörg Stork, Thomas Bartz-Beielstein, Bogdan Filipic

Appl. Soft Comput., 2022

Sampling Strategies for Exploratory Landscape Analysis of Bi-Objective Problems.

Pavel Krömer, Vojtech Uher, Andrejaana Andova, Tea Tusar, Bogdan Filipic

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021

Design of Cyclone Dust Separators: A Constrained Multiobjective Optimization Perspective.

Aljosa Vodopija, Beate Breiderhoff, Boris Naujoks, Bogdan Filipic

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Optimization and Visualization in Many-Objective Space Trajectory Design.

Hernán E. Aguirre, Kiyoshi Tanaka, Tea Tusar, Bogdan Filipic

Proceedings of the High-Performance Simulation-Based Optimization, 2020

Visualization in multiobjective optimization.

Bogdan Filipic, Tea Tusar

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems.

Aljosa Vodopija, Vito Janko, Mitja Lustrek, Bogdan Filipic

Proceedings of the Bioinspired Optimization Methods and Their Applications, 2020

2019

A Real-Time Multiobjective Optimization Algorithm for Discovering Driving Strategies.

Erik Dovgan, Matjaz Gams, Bogdan Filipic

Transp. Sci., 2019

Ensemble-based constraint handling in multiobjective optimization.

Aljosa Vodopija, Akira Oyama, Bogdan Filipic

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Comparing black-box differential evolution and classic differential evolution.

Aljosa Vodopija, Tea Tusar, Bogdan Filipic

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

A taxonomy of methods for visualizing pareto front approximations.

Bogdan Filipic, Tea Tusar

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

A study of overfitting in optimization of a manufacturing quality control procedure.

Tea Tusar, Klemen Gantar, Valentin Koblar, Bernard Zenko, Bogdan Filipic

Appl. Soft Comput., 2017

Multiobjective discovery of human-like driving strategies.

Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipic

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Parameter tuning with Chess Rating System (CRS-Tuning) for meta-heuristic algorithms.

Niki Vecek, Marjan Mernik, Bogdan Filipic, Matej Crepinsek

Inf. Sci., 2016

Performance of the DEMO Algorithm on the Bi-objective BBOB Test Suite.

Tea Tusar, Bogdan Filipic

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Visualization of Pareto Front Approximations in Evolutionary Multiobjective Optimization: A Critical Review and the Prosection Method.

Tea Tusar, Bogdan Filipic

IEEE Trans. Evol. Comput., 2015

GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models.

Miha Mlakar, Dejan Petelin, Tea Tusar, Bogdan Filipic

Eur. J. Oper. Res., 2015

2014

Discovering driving strategies with a multiobjective optimization algorithm.

Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic

Appl. Soft Comput., 2014

Initial experiments in visualization of empirical attainment function differences using maximum intensity projection.

Tea Tusar, Bogdan Filipic

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Comparing a multiobjective optimization algorithm for discovering driving strategies with humans.

Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic

Expert Syst. Appl., 2013

Asynchronous Master-Slave Parallelization of Differential Evolution for Multi-Objective Optimization.

Matjaz Depolli, Roman Trobec, Bogdan Filipic

Evol. Comput., 2013

Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm.

Iztok Fister, Marjan Mernik, Bogdan Filipic

Comput. Optim. Appl., 2013

An approach to visualizing the 3D empirical attainment function.

Tea Tusar, Bogdan Filipic

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Challenges of applying optimization methodology in industry.

Bogdan Filipic, Tea Tusar

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

The differential ant-stigmergy algorithm.

Peter Korosec, Jurij Silc, Bogdan Filipic

Inf. Sci., 2012

Discovering Comfortable Driving Strategies Using Simulation-Based Multiobjective Optimization.

Erik Dovgan, Tea Tusar, Matija Javorski, Bogdan Filipic

Informatica (Slovenia), 2012

Discrete vs. continuous multiobjective optimization of continuous casting of steel.

Miha Mlakar, Tea Tusar, Bogdan Filipic

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Data management in the MIRABEL smart grid system.

Matthias Böhm, Lars Dannecker, Andreas Doms, Erik Dovgan, Bogdan Filipic, Ulrike Fischer, Wolfgang Lehner, Torben Bach Pedersen, Yoann Pitarch, Laurynas Siksnys, Tea Tusar

Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

Evolutionary scheduling of flexible offers for balancing electricity supply and demand.

Tea Tusar, Erik Dovgan, Bogdan Filipic

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Evolutionary multiobjective design of an alternative energy supply system.

Bogdan Filipic, Ivan Lorencin

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Evolutionary Synthesis of Cellular Automata.

Jernej Zupanc, Bogdan Filipic

J. Comput. Inf. Technol., 2011

Optimization of Gaussian Process Models with Evolutionary Algorithms.

Dejan Petelin, Bogdan Filipic, Jus Kocijan

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Visualizing 4D approximation sets of multiobjective optimizers with prosections.

Tea Tusar, Bogdan Filipic

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A multiobjective optimization algorithm for discovering driving strategies.

Erik Dovgan, Matjaz Gams, Bogdan Filipic

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

A hybrid self-adaptive evolutionary algorithm for marker optimization in the clothing industry.

Iztok Fister, Marjan Mernik, Bogdan Filipic

Appl. Soft Comput., 2010

Parameter tuning in an evolutionary algorithm for commodity transportation optimization.

Erik Dovgan, Tea Tusar, Bogdan Filipic

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2008

Optimization of markers in clothing industry.

Iztok Fister, Marjan Mernik, Bogdan Filipic

Eng. Appl. Artif. Intell., 2008

2007

Preliminary Numerical Experiments in Multiobjective Optimization of a Metallurgical Production Process.

Bogdan Filipic, Erkki Laitinen, Tea Tusar

Informatica (Slovenia), 2007

A comparative study of stochastic optimization methods in electric motor design.

Tea Tusar, Peter Korosec, Gregor Papa, Bogdan Filipic, Jurij Silc

Appl. Intell., 2007

Differential Evolution versus Genetic Algorithms in Multiobjective Optimization.

Tea Tusar, Bogdan Filipic

Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

2006

Spam Filtering Using Statistical Data Compression Models.

Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, Thomas R. Lynam, Blaz Zupan

J. Mach. Learn. Res., 2006

Exploiting structural information for semi-structured document categorization.

Andrej Bratko, Bogdan Filipic

Inf. Process. Manag., 2006

Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track.

Andrej Bratko, Bogdan Filipic, Blaz Zupan

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Ant stigmergy on the grid: optimizing the cooling process in continuous steel casting.

Peter Korosec, Jurij Silc, Bogdan Filipic, Erkki Laitinen

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Evolutionary search for optimal combinations of markers in clothing manufacturing.

Bogdan Filipic, Iztok Fister, Marjan Mernik

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005

Spin Label EPR-Based Characterization of Biosystem Complexity.

Janez Strancar, Tilen Koklic, Zoran Arsov, Bogdan Filipic, David Stopar, Marcus A. Hemminga

J. Chem. Inf. Model., 2005

Speeding Up a Genetic Algorithm for EPR-Based Spin Label Characterization of Biosystem Complexity.

Aleh A. Kavalenka, Bogdan Filipic, Marcus A. Hemminga, Janez Strancar

J. Chem. Inf. Model., 2005

Model-Based Tuning of Process Parameters for Steady-State Steel Casting.

Bogdan Filipic, Erkki Laitinen

Informatica (Slovenia), 2005

Spam Filtering Using Character-Level Markov Models: Experiments for the TREC 2005 Spam Track.

Andrej Bratko, Bogdan Filipic

Proceedings of the Fourteenth Text REtrieval Conference, 2005

DEMO: Differential Evolution for Multiobjective Optimization.

Tea Robic, Bogdan Filipic

Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

2004

Optimizing Production Schedules and Energy Consumption with an Evolutionary Algorithm.

Bogdan Filipic

Informatica (Slovenia), 2004

Noisy optimization problems - a particular challenge for differential evolution?

Thiemo Krink, Bogdan Filipic, Gary B. Fogel

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

A comparative study of coolant flow optimization on a steel casting machine.

Bogdan Filipic, Tea Robic

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

Evolutionary Optimization of Markers in Clothes Production.

Bogdan Filipic, Iztok Fister, Marjan Mernik

Informatica (Slovenia), 2003

2001

Tuning EPR spectral parameters with a genetic algorithm.

Bogdan Filipic, Janez Strancar

Appl. Soft Comput., 2001

2000

Skill-based interpretation of noisy probe signals enhanced with a genetic algorithm.

Bogdan Filipic, Iztok Zun, Matjaz Perpar

Int. J. Hum. Comput. Stud., 2000

Genetic Optimization of the EPR Spectral Parameters: Algorithm Implementation and Preliminary Results.

Bogdan Filipic, Janez Strancar

Proceedings of the Parallel Problem Solving from Nature, 2000

1999

An Evolutionary Algorithm for a Non-standard Scheduling Problem.

Bogdan Filipic

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

Near-optimal scheduling of line production with an evolutionary algorithm.

Bogdan Filipic, Darko Zupanic

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1996

Signal Interpretation in Two-Phase Fluid Dynamics Through Machine Learning and Evolutionary Computing.

Bogdan Filipic, Iztok Zun, Matjaz Perpar

Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1996

1994

Learning to Discriminate Phases in Gas-Liquid Flow.

Bogdan Filipic, Iztok Zun, Matjaz Perpar

Proceedings of the KI-94: Advances in Artificial Intelligence, 1994

1993

Genetic algorithms in controller design and tuning.

Alen Varsek, Tanja Urbancic, Bogdan Filipic

IEEE Trans. Syst. Man Cybern., 1993

1992

Enhancing Genetic Search to Schedule a Production Unit.

Bogdan Filipic

Proceedings of the 10th European Conference on Artificial Intelligence, 1992

1991

Reducing Search Complexity by Start Node Selection.

Bogdan Filipic

Proceedings of the Third Scandinavian Conference on Artificial Intelligence, 1991

1989

Knowledge-Based Spectrum Estimation.

Bogdan Filipic, Ira Konvalinka

Proceedings of the Second Scandinavian Conference on Artificial Intelligence 1989, 1989