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Journal Articles
- 2022
[j28]Aljosa Vodopija, Jörg Stork, Thomas Bartz-Beielstein
, Bogdan Filipic:
Elevator group control as a constrained multiobjective optimization problem. Appl. Soft Comput. 115: 108277 (2022)- [j27]Aljosa Vodopija, Tea Tusar, Bogdan Filipic:
Characterization of constrained continuous multiobjective optimization problems: A feature space perspective. Inf. Sci. 607: 244-262 (2022) - 2019
- [j26]Erik Dovgan, Matjaz Gams, Bogdan Filipic:
A Real-Time Multiobjective Optimization Algorithm for Discovering Driving Strategies. Transp. Sci. 53(3): 695-707 (2019) - 2017
- [j25]Tea Tusar, Klemen Gantar, Valentin Koblar, Bernard Zenko, Bogdan Filipic:
A study of overfitting in optimization of a manufacturing quality control procedure. Appl. Soft Comput. 59: 77-87 (2017) - 2016
- [j24]Niki Vecek, Marjan Mernik, Bogdan Filipic, Matej Crepinsek:
Parameter tuning with Chess Rating System (CRS-Tuning) for meta-heuristic algorithms. Inf. Sci. 372: 446-469 (2016) - 2015
- [j23]Miha Mlakar, Dejan Petelin, Tea Tusar, Bogdan Filipic:
GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models. Eur. J. Oper. Res. 243(2): 347-361 (2015) - [j22]Tea Tusar, Bogdan Filipic:
Visualization of Pareto Front Approximations in Evolutionary Multiobjective Optimization: A Critical Review and the Prosection Method. IEEE Trans. Evol. Comput. 19(2): 225-245 (2015) - 2014
- [j21]Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic:
Discovering driving strategies with a multiobjective optimization algorithm. Appl. Soft Comput. 16: 50-62 (2014) - 2013
- [j20]Iztok Fister, Marjan Mernik, Bogdan Filipic:
Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm. Comput. Optim. Appl. 54(3): 741-770 (2013) - [j19]Matjaz Depolli, Roman Trobec, Bogdan Filipic:
Asynchronous Master-Slave Parallelization of Differential Evolution for Multi-Objective Optimization. Evol. Comput. 21(2): 261-291 (2013) - [j18]Erik Dovgan, Matija Javorski, Tea Tusar, Matjaz Gams, Bogdan Filipic:
Comparing a multiobjective optimization algorithm for discovering driving strategies with humans. Expert Syst. Appl. 40(7): 2687-2695 (2013) - 2012
- [j17]Erik Dovgan, Tea Tusar, Matija Javorski, Bogdan Filipic:
Discovering Comfortable Driving Strategies Using Simulation-Based Multiobjective Optimization. Informatica (Slovenia) 36(3): 319-326 (2012) - [j16]Peter Korosec, Jurij Silc, Bogdan Filipic:
The differential ant-stigmergy algorithm. Inf. Sci. 192: 82-97 (2012) - 2011
- [j15]Jernej Zupanc, Bogdan Filipic:
Evolutionary Synthesis of Cellular Automata. J. Comput. Inf. Technol. 19(2): 105-112 (2011) - 2010
- [j14]Iztok Fister, Marjan Mernik, Bogdan Filipic:
A hybrid self-adaptive evolutionary algorithm for marker optimization in the clothing industry. Appl. Soft Comput. 10(2): 409-422 (2010) - 2008
- [j13]Iztok Fister, Marjan Mernik, Bogdan Filipic:
Optimization of markers in clothing industry. Eng. Appl. Artif. Intell. 21(4): 669-678 (2008) - 2007
- [j12]Tea Tusar, Peter Korosec, Gregor Papa, Bogdan Filipic, Jurij Silc:
A comparative study of stochastic optimization methods in electric motor design. Appl. Intell. 27(2): 101-111 (2007) - [j11]Bogdan Filipic, Erkki Laitinen, Tea Tusar:
Preliminary Numerical Experiments in Multiobjective Optimization of a Metallurgical Production Process. Informatica (Slovenia) 31(2): 233-240 (2007) - 2006
- [j10]Andrej Bratko, Bogdan Filipic:
Exploiting structural information for semi-structured document categorization. Inf. Process. Manag. 42(3): 679-694 (2006) - [j9]Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, Thomas R. Lynam, Blaz Zupan:
Spam Filtering Using Statistical Data Compression Models. J. Mach. Learn. Res. 7: 2673-2698 (2006) - 2005
- [j8]Bogdan Filipic, Erkki Laitinen:
Model-Based Tuning of Process Parameters for Steady-State Steel Casting. Informatica (Slovenia) 29(4): 491-496 (2005) - [j7]Janez Strancar, Tilen Koklic, Zoran Arsov, Bogdan Filipic, David Stopar, Marcus A. Hemminga:
Spin Label EPR-Based Characterization of Biosystem Complexity. J. Chem. Inf. Model. 45(2): 394-406 (2005) - [j6]Aleh A. Kavalenka, Bogdan Filipic, Marcus A. Hemminga, Janez Strancar:
Speeding Up a Genetic Algorithm for EPR-Based Spin Label Characterization of Biosystem Complexity. J. Chem. Inf. Model. 45(6): 1628-1635 (2005) - 2004
- [j5]Bogdan Filipic:
Optimizing Production Schedules and Energy Consumption with an Evolutionary Algorithm. Informatica (Slovenia) 28(4): 353-357 (2004) - 2003
- [j4]Bogdan Filipic, Iztok Fister, Marjan Mernik:
Evolutionary Optimization of Markers in Clothes Production. Informatica (Slovenia) 27(4): 411-415 (2003) - 2001
- [j3]Bogdan Filipic, Janez Strancar:
Tuning EPR spectral parameters with a genetic algorithm. Appl. Soft Comput. 1(1): 83-90 (2001) - 2000
- [j2]Bogdan Filipic, Iztok Zun, Matjaz Perpar:
Skill-based interpretation of noisy probe signals enhanced with a genetic algorithm. Int. J. Hum. Comput. Stud. 53(4): 517-535 (2000) - 1993
- [j1]Alen Varsek, Tanja Urbancic, Bogdan Filipic:
Genetic algorithms in controller design and tuning. IEEE Trans. Syst. Man Cybern. 23(5): 1330-1339 (1993)
Conference and Workshop Papers
- 2024
- [c44]Andrejaana Andova, Jordan N. Cork, Aljosa Vodopija, Tea Tusar, Bogdan Filipic:
Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack. EvoApplications@EvoStar 2024: 310-325 - [c43]Pavel Krömer, Vojtech Uher, Tea Tusar, Bogdan Filipic:
On the Latent Structure of the bbob-biobj Test Suite. EvoApplications@EvoStar 2024: 326-341 - [c42]Andrejaana Andova, Jordan N. Cork, Tea Tusar, Bogdan Filipic:
Enhancing Algorithm Performance Prediction in Constrained Multiobjective Optimization Using Additional Training Problems. GECCO 2024 - [c41]Aljosa Vodopija, Jordan N. Cork, Bogdan Filipic:
The Lunar Lander Landing Site Selection Benchmark Reexamined: Problem Characterization and Algorithm Performance. GECCO 2024 - 2023
- [c40]Tea Tusar, Aljosa Vodopija, Bogdan Filipic:
Visual Exploration of the Effect of Constraint Handling in Multiobjective Optimization. EMO 2023: 3-16 - 2022
- [c39]Pavel Krömer, Vojtech Uher, Andrejaana Andova, Tea Tusar, Bogdan Filipic:
Sampling Strategies for Exploratory Landscape Analysis of Bi-Objective Problems. CSCI 2022: 336-342 - 2021
- [c38]Aljosa Vodopija, Beate Breiderhoff, Boris Naujoks, Bogdan Filipic:
Design of Cyclone Dust Separators: A Constrained Multiobjective Optimization Perspective. CEC 2021: 1983-1990 - 2020
- [c37]Aljosa Vodopija, Vito Janko, Mitja Lustrek, Bogdan Filipic:
Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems. BIOMA 2020: 308-320 - [c36]Bogdan Filipic, Tea Tusar:
Visualization in multiobjective optimization. GECCO Companion 2020: 775-800 - 2019
- [c35]Bogdan Filipic, Tea Tusar:
Visualization in multiobjective optimization. GECCO (Companion) 2019: 951-974 - [c34]Aljosa Vodopija, Akira Oyama, Bogdan Filipic:
Ensemble-based constraint handling in multiobjective optimization. GECCO (Companion) 2019: 2072-2075 - 2018
- [c33]Bogdan Filipic, Tea Tusar:
A taxonomy of methods for visualizing pareto front approximations. GECCO 2018: 649-656 - [c32]Bogdan Filipic, Tea Tusar:
Visualization in multiobjective optimization. GECCO (Companion) 2018: 858-879 - [c31]Aljosa Vodopija, Tea Tusar, Bogdan Filipic:
Comparing black-box differential evolution and classic differential evolution. GECCO (Companion) 2018: 1537-1544 - 2017
- [c30]Erik Dovgan, Jaka Sodnik, Ivan Bratko, Bogdan Filipic:
Multiobjective discovery of human-like driving strategies. GECCO (Companion) 2017: 1319-1326 - 2016
- [c29]Bogdan Filipic, Tea Tusar:
Visualization in Multiobjective Optimization. GECCO (Companion) 2016: 735-751 - [c28]Tea Tusar, Bogdan Filipic:
Performance of the DEMO Algorithm on the Bi-objective BBOB Test Suite. GECCO (Companion) 2016: 1249-1256 - 2014
- [c27]Tea Tusar, Bogdan Filipic:
Initial experiments in visualization of empirical attainment function differences using maximum intensity projection. GECCO (Companion) 2014: 1099-1106 - 2013
- [c26]Bogdan Filipic, Tea Tusar:
Challenges of applying optimization methodology in industry. GECCO (Companion) 2013: 1103-1104 - [c25]Tea Tusar, Bogdan Filipic:
An approach to visualizing the 3D empirical attainment function. GECCO (Companion) 2013: 1367-1372 - 2012
- [c24]Bogdan Filipic, Ivan Lorencin:
Evolutionary multiobjective design of an alternative energy supply system. IEEE Congress on Evolutionary Computation 2012: 1-6 - [c23]Tea Tusar, Erik Dovgan, Bogdan Filipic:
Evolutionary scheduling of flexible offers for balancing electricity supply and demand. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c22]Matthias Böhm, Lars Dannecker, Andreas Doms, Erik Dovgan, Bogdan Filipic, Ulrike Fischer, Wolfgang Lehner, Torben Bach Pedersen, Yoann Pitarch, Laurynas Siksnys, Tea Tusar:
Data management in the MIRABEL smart grid system. EDBT/ICDT Workshops 2012: 95-102 - [c21]Miha Mlakar, Tea Tusar, Bogdan Filipic:
Discrete vs. continuous multiobjective optimization of continuous casting of steel. GECCO (Companion) 2012: 587-590 - 2011
- [c20]Tea Tusar, Bogdan Filipic:
Visualizing 4D approximation sets of multiobjective optimizers with prosections. GECCO 2011: 737-744 - [c19]Erik Dovgan, Matjaz Gams, Bogdan Filipic:
A multiobjective optimization algorithm for discovering driving strategies. GECCO (Companion) 2011: 751-754 - [c18]Dejan Petelin, Bogdan Filipic, Jus Kocijan:
Optimization of Gaussian Process Models with Evolutionary Algorithms. ICANNGA (1) 2011: 420-429 - 2010
- [c17]Erik Dovgan, Tea Tusar, Bogdan Filipic:
Parameter tuning in an evolutionary algorithm for commodity transportation optimization. IEEE Congress on Evolutionary Computation 2010: 1-8 - 2007
- [c16]Tea Tusar, Bogdan Filipic:
Differential Evolution versus Genetic Algorithms in Multiobjective Optimization. EMO 2007: 257-271 - 2006
- [c15]Bogdan Filipic, Iztok Fister, Marjan Mernik:
Evolutionary search for optimal combinations of markers in clothing manufacturing. GECCO 2006: 1661-1666 - [c14]Peter Korosec, Jurij Silc, Bogdan Filipic, Erkki Laitinen:
Ant stigmergy on the grid: optimizing the cooling process in continuous steel casting. IPDPS 2006 - [c13]Andrej Bratko, Bogdan Filipic, Blaz Zupan:
Towards Practical PPM Spam Filtering: Experiments for the TREC 2006 Spam Track. TREC 2006 - 2005
- [c12]Tea Robic, Bogdan Filipic:
DEMO: Differential Evolution for Multiobjective Optimization. EMO 2005: 520-533 - [c11]Andrej Bratko, Bogdan Filipic:
Spam Filtering Using Character-Level Markov Models: Experiments for the TREC 2005 Spam Track. TREC 2005 - 2004
- [c10]Thiemo Krink, Bogdan Filipic, Gary B. Fogel:
Noisy optimization problems - a particular challenge for differential evolution? IEEE Congress on Evolutionary Computation 2004: 332-339 - [c9]Bogdan Filipic, Tea Robic:
A comparative study of coolant flow optimization on a steel casting machine. IEEE Congress on Evolutionary Computation 2004: 569-573 - 2000
- [c8]Bogdan Filipic, Janez Strancar:
Genetic Optimization of the EPR Spectral Parameters: Algorithm Implementation and Preliminary Results. PPSN 2000: 693-701 - 1999
- [c7]Bogdan Filipic, Darko Zupanic:
Near-optimal scheduling of line production with an evolutionary algorithm. CEC 1999: 1124-1129 - [c6]Bogdan Filipic:
An Evolutionary Algorithm for a Non-standard Scheduling Problem. ICANNGA 1999: 326-330 - 1996
- [c5]Bogdan Filipic, Iztok Zun, Matjaz Perpar:
Signal Interpretation in Two-Phase Fluid Dynamics Through Machine Learning and Evolutionary Computing. IEA/AIE 1996: 461-468 - 1994
- [c4]Bogdan Filipic, Iztok Zun, Matjaz Perpar:
Learning to Discriminate Phases in Gas-Liquid Flow. KI 1994: 395 - 1992
- [c3]Bogdan Filipic:
Enhancing Genetic Search to Schedule a Production Unit. ECAI 1992: 603-607 - 1991
- [c2]Bogdan Filipic:
Reducing Search Complexity by Start Node Selection. SCAI 1991: 222-228 - 1989
- [c1]Bogdan Filipic, Ira Konvalinka:
Knowledge-Based Spectrum Estimation. SCAI 1989: 509-520
Parts in Books or Collections
- 2020
- [p1]Hernán E. Aguirre, Kiyoshi Tanaka, Tea Tusar, Bogdan Filipic:
Optimization and Visualization in Many-Objective Space Trajectory Design. High-Performance Simulation-Based Optimization 2020: 93-112
Editorship
- 2020
- [e3]Bogdan Filipic, Edmondo A. Minisci, Massimiliano Vasile:
Bioinspired Optimization Methods and Their Applications - 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19-20, 2020, Proceedings. Lecture Notes in Computer Science 12438, Springer 2020, ISBN 978-3-030-63709-5 [contents] - [e2]Thomas Bartz-Beielstein, Bogdan Filipic, Peter Korosec, El-Ghazali Talbi:
High-Performance Simulation-Based Optimization. Studies in Computational Intelligence 833, Springer 2020, ISBN 978-3-030-18763-7 [contents] - 2014
- [e1]Thomas Bartz-Beielstein, Jürgen Branke, Bogdan Filipic, Jim Smith:
Parallel Problem Solving from Nature - PPSN XIII - 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings. Lecture Notes in Computer Science 8672, Springer 2014, ISBN 978-3-319-10761-5 [contents]
Informal and Other Publications
- 2023
- [i3]Aljosa Vodopija, Tea Tusar, Bogdan Filipic:
Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space Perspective. CoRR abs/2302.02170 (2023) - 2021
- [i2]Aljosa Vodopija, Tea Tusar, Bogdan Filipic:
Characterization of Constrained Continuous Multiobjective Optimization Problems: A Feature Space Perspective. CoRR abs/2109.04564 (2021) - 2013
- [i1]Iztok Fister, Marjan Mernik, Bogdan Filipic:
Graph 3-coloring with a hybrid self-adaptive evolutionary algorithm. CoRR abs/1301.0939 (2013)
Coauthor Index
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