..::Publications
 
Here is the list of my publications. I try to keep it up to date (last update in February 2021), but there might be something missing. You can find my complete bibliography on COBISS.

Please, note that I changed my name from Tea Robič to Tea Tušar in August of 2005.


Journal Articles
  • N. Hansen, A. Auger, R. Ros, O. Mersmann, T. Tea Tušar and D. Brockhoff COCO: A platform for comparing continuous optimizers in a black-box setting. Optimization Methods and Software, 36(1):114-144, 2021.
    download pdf bibtex

  • K. Varelas, O. A. El Hara, D. Brockhoff, N. Hansen, N. Manh, T. Tušar and A. Auger. Benchmarking large-scale continuous optimizers: The bbob-largescale testbed, a COCO software guide and beyond. Applied soft computing, 97:106737-1-106737-13, 2020.
    download pdf bibtex

  • E. Medvet, M. Virgolin, M. Castelli, P. Bosman, I. Gonçalves and T. Tušar. Unveiling evolutionary algorithm representation with DU maps. Genetic programming and evolvable machines, 19(3):351-389, 2018.
    download pdf supplementary material bibtex

  • T. Tušar, K. Gantar, V. Koblar, B. Ženko and B. Filipič. A study of overfitting in optimization of a manufacturing quality control procedure. Applied soft computing, 59:77-87, 2017.
    download pdf bibtex

  • T. Tušar and B. Filipič. Visualization of Pareto front approximations in evolutionary multiobjective optimization: A critical review and the prosection method. IEEE Transactions on Evolutionary Computation, 19(2):225-245, 2015.
    download pdf bibtex (Open Access)

  • M. Mlakar, D. Petelin, T. Tušar and B. Filipič. GP-DEMO: Differential evolution for multiobjective optimization based on Gaussian process models. European journal of operational research, 243(2):347-361, 2015.
    download pdf bibtex

  • T. Tušar and B. Filipič. Visualizing exact and approximated 3D empirical attainment functions. Mathematical Problems in Engineering, 2014:Article ID 569346, 18 pages, 2014.
    download pdf bibtex (Open Access)

  • M. Mlakar, T. Tušar and B. Filipič. Comparing solutions under uncertainty in multiobjective optimization. Mathematical Problems in Engineering, 2014:Article ID 817964, 10 pages, 2014.
    download pdf bibtex (Open Access)

  • E. Dovgan, M. Javorski, T. Tušar, M. Gams and B. Filipič. Discovering driving strategies with a multiobjective optimization algorithm. Applied soft computing, 16:50-62, 2014.
    download pdf bibtex

  • E. Dovgan, M. Javorski, T. Tušar, M. Gams and B. Filipič. Comparing a multiobjective optimization algorithm for discovering driving strategies with humans. Expert systems with applications, 40(7):2687-2695, 2013.
    download pdf bibtex

  • E. Dovgan, T. Tušar, M. Javorski and B. Filipič. Discovering comfortable driving strategies using simulation-based multiobjective optimization. Informatica, 36(3):319-326, 2012.
    download pdf bibtex

  • B. Kaluža, E. Dovgan, T. Tušar, M. Tambe and M. Gams. A probabilistic risk analysis for multimodal entry control. Expert Systems with Applications, 38(6):6696-6704, 2011.
    download pdf bibtex

  • E. Dovgan, B. Kaluža, T. Tušar and M. Gams. Improving user verification by implementing an agent-based security system. Journal of ambient intelligence and smart environments, 2(1):21-30, 2010.
    download pdf bibtex

  • D. Marinčič, T. Tušar, M. Gams and T. Šef. Analysis of automatic stress assignment in Slovene. Informatica (Vilnius), 20(1):35-55, 2009.
    download pdf bibtex

  • M. Gams and T. Tušar. Intelligent high-security access control. Informatica, 31(4):469-477, 2007.
    download pdf bibtex

  • T. Tušar, P. Korošec, G. Papa, J. Šilc and B. Filipič. A comparative study of stochastic optimization methods in electric motor design. Applied Intelligence, 27(2):101-111, 2007.
    download pdf bibtex

  • B. Filipič, T. Tušar and E. Laitinen. Preliminary numerical experiments in multiobjective optimization of a metallurgical production process. Informatica, 31(2):233-240, 2007.
    download pdf bibtex

Conference and Workshop Papers

2020
  • K. van der Blom, T. Deist, T. Tušar, M. Marchi, Y. Nojima, A. Oyama, V. Volz and B. Naujoks. Towards realistic optimization benchmarks: A questionnaire on the properties of real-world problems. In Companion Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2020, pp. 293-294, 2020.
    download pdf bibtex (© ACM)

  • T. Tušar. Interaktivna vizualizacija proračuna Republike Slovenije s Sankeyevim diagramom. In Proceedings of Human-Computer Interaction in Information Society, HCI 2020, 23rd International Multiconference Information Society, IS 2020, Volume H, pp. 9-12, 2020 In Slovenian
    download pdf bibtex

2019
  • T. Tušar, D. Brockhoff and N. Hansen. Mixed-integer benchmark problems for single- and bi-objective optimization. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, pp. 718-726, 2019.
    download pdf bibtex (© ACM)

  • V. Volz, B. Naujoks, P. Kerschke and T. Tušar. Single- and multi-objective game-benchmark for evolutionary algorithms. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, pp. 647-655, 2019.
    download pdf bibtex (© ACM)

  • A. De Lorenzo, E. Medvet, T. Tušar and A. Bartoli. An analysis of dimensionality reduction techniques for visualizing evolution. In Companion Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, pp. 1864-1872, 2019.
    download pdf bibtex (© ACM)

  • D. Brockhoff and T. Tušar. Benchmarking algorithms from the platypus framework on the biobjective bbob-biobj testbed. In Companion Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2019, pp. 1905-1911, 2019.
    download pdf bibtex (© ACM)

  • T. Tušar, V. Volz, D. Brockhoff and N. Hansen. Handling real-world problems within the COCO platform. In Proceedings of the 22nd International Multiconference Information Society, IS 2019, Volume A, pp. 37-40, 2019.
    download pdf bibtex

  • M. Hafner, D. Rajšter, M. Žibert, T. Tušar, B. Ženko, M. Žnidaršič, F. Fuart and D. Vladušič. Artificial intelligence support for tunnel design in urban areas. In Proceedings of the World Tunnel Congress, WTC 2019, pp. 1-10, 2019.

  • M. Hafner, D. Rajšter, M. Žibert, U. Zorin, B. Ženko and T. Tušar. New optimization and decision support technologies in tunnel design, operation and traffic management. In Proceedings of the 12th International Tunnelling and Underground Structures Conference, pp. 37-49, 2019.

2018
  • B. Filipič and T. Tušar. A taxonomy of methods for visualizing Pareto front approximations. In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, pp. 649-656, 2018
    download pdf bibtex (© ACM)

  • A. Vodopija, T. Tušar and B. Filipič. Comparing black-box differential evolution and classic differential evolution. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, pp. 1537-1544, 2018.
    download pdf bibtex (© ACM)

    See also the technical report that corrects some issues in this paper:

    A. Vodopija, T. Tušar and B. Filipič. Comparing Black-Box Differential Evolution and Classic Differential Evolution: Revisited Investigation of Invariance to Rotation. Jozef Stefan Institute, IJS-DP 12585, 2018.
    download pdf bibtex

  • T. Tušar. On using real-world problems for benchmarking multiobjective optimization algorithms. In Proceedings of the International Conference on High-Performance Optimization in Industry, HPOI 2018, 21st International Multiconference Information Society, IS 2018, Volume D, pp. 7-10, 2018
    download pdf bibtex

2017
  • T. Tušar, N. Hansen and D. Brockhoff. Anytime benchmarking of budget-dependent algorithms with the COCO platform. In Proceedings of the 20th International Multiconference Information Society, IS 2017, Volume A, pp. 47-50, 2017
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  • E. Medvet and T. Tušar. The DU map: A visualization to gain insights into genotype-phenotype mapping and diversity. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2017, pp. 1705-1712, 2017.
    download pdf bibtex (© ACM)

  • D. Brockhoff, A. Auger, N. Hansen and T. Tušar. Quantitative performance assessment of multiobjective optimizers: The average runtime attainment function. In Proceedings of the 9th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2017, pp. 103-119, 2017.
    download pdf bibtex (© Springer)

2016
  • T. Tušar and B. Filipič. Showing the knee of a 4-D Pareto front approximation via different visualization methods. In Proceedings of the 19th International Multiconference Information Society, IS 2016, Volume A, pp. 52-55, 2016
    download pdf bibtex

  • A. Auger, D. Brockhoff, N. Hansen, D. Tušar, T. Tušar and T. Wagner. Benchmarking the pure random search on the bi-objective BBOB-2016 testbed. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2016, pp. 1217-1223, 2016.
    download pdf bibtex (© ACM)

  • A. Auger, D. Brockhoff, N. Hansen, D. Tušar, T. Tušar and T. Wagner. The impact of variation operators on the performance of SMS-EMOA on the bi-objective BBOB-2016 test suite. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2016, pp. 1225-1232, 2016.
    download pdf bibtex (© ACM)

  • A. Auger, D. Brockhoff, N. Hansen, D. Tušar, T. Tušar and T. Wagner. Benchmarking MATLAB's gamultiobj (NSGA-II) on the bi-objective BBOB-2016 test suite. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2016, pp. 1233-1239, 2016.
    download pdf bibtex (© ACM)

  • A. Auger, D. Brockhoff, N. Hansen, D. Tušar, T. Tušar and T. Wagner. Benchmarking RM-MEDA on the bi-objective BBOB-2016 test suite. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2016, pp. 1241-1247, 2016.
    download pdf bibtex (© ACM)

  • T. Tušar and B. Filipič. Performance of the DEMO algorithm on the bi-objective BBOB test suite. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2016, pp. 1249-1256, 2016.
    download pdf bibtex (© ACM)

  • A. Auger, D. Brockhoff, N. Hansen, D. Tušar, T. Tušar and T. Wagner. The impact of search volume on the performance of RANDOMSEARCH on the bi-objective BBOB-2016 test suite. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2016, pp. 1257-1264, 2016.
    download pdf bibtex (© ACM)

  • T. Tušar, K. Gantar and B. Filipič. The pitfalls of overfitting in optimization of a manufacturing quality control procedure. In Proceedings of the Seventh International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2016, pp. 241-253, 2016.
    download pdf bibtex

2015
  • V. Koblar, M. Pečar, K. Gantar, T. Tušar and B. Filipič. Determining surface roughness of semifinished products using computer vision and machine learning. In Proceedings of the 18th International Multiconference Information Society, IS 2015, Volume A, pp. 51-54, 2015.
    download pdf bibtex

  • M. Mlakar and T. Tušar. Analyzing and predicting peak performance age of professional tennis players. In Proceedings of the 18th International Multiconference Information Society, IS 2015, Volume A, pp. 80-83, 2015.
    download pdf bibtex

  • B. Filipič, M. Mlakar and T. Tušar. Multiobjective optimization of process parameters in steel production. In Proceedings of the 13th International Symposium on Operational Research, SOR 2015, pp. 99-104, 2015.
    download pdf bibtex

2014
  • M. Mlakar, T. Tušar and B. Filipič. Comparing random forest and Gaussian process modeling in the GP-DEMO algorithm. In Proceedings of the 17th International Multiconference Information Society, IS 2014, Volume A, pp. 66-69, 2014.
    download pdf bibtex

  • R. Piltaver, T. Tušar, A. Tavčar, N. Ambrožič, T. Šef, M. Gams and B. Filipič. Pametno vodenje sistemov v stavbah s strojnim učenjem in večkriterijsko optimizacijo. In Proceedings of the 17th International Multiconference Information Society, IS 2014, Volume A, pp. 74-77, 2014. In Slovenian
    download pdf bibtex

  • A. Tavčar, J. Šorn, T. Tušar, T. Šef and M. Gams. Arhitektura sistema OpUS. In Proceedings of the 17th International Multiconference Information Society, IS 2014, Volume A, pp. 93-96, 2014. In Slovenian
    download pdf bibtex

  • T. Tušar and B. Filipič. Initial experiments in visualization of empirical attainment function differences using maximum intensity projection. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2014, pp. 1099-1105, 2014.
    download pdf bibtex (© ACM)

2013
  • M. Mlakar, T. Tušar and B. Filipič. Primerjava rešitev ob negotovosti v večkriterijski optimizaciji. In Proceedings of the 16th International Multiconference Information Society, IS 2013, Volume A, pp. 86-89, 2013. In Slovenian
    download pdf bibtex

  • T. Šef, R. Piltaver and T. Tušar. Projekt "OpUS". Optimizacija upravljanja energetsko učinkovitih pametnih stavb. In Proceedings of the 16th International Multiconference Information Society, IS 2013, Volume A, pp. 110-113, 2013. In Slovenian
    download pdf bibtex

  • T. Tušar, B. Filipič, E. Dovgan, B. Mahnič, G. Čepin, J. Kuret, P. Benedik, A. Mihailov, G. Berginc and D. Vladušič. Aplikacija e-Pedius za podporo množičnemu sestavljanju fragmentov stenskih poslikav. In Proceedings of the 16th International Multiconference Information Society, IS 2013, Volume A, pp. 122-125, 2013. In Slovenian
    download pdf bibtex

  • B. Filipič and T. Tušar. Challenges of applying optimization methodology in industry. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2013, pp. 1103-1104, 2013.
    download pdf bibtex (© ACM)

  • T. Tušar and B. Filipič. An approach to visualizing the 3D empirical attainment function. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2013, pp. 1367-1372, 2013.
    download pdf bibtex (© ACM)

2012
  • T. Tušar and B. Filipič. Scaling and visualizing multiobjective optimization test problems with knees. In Proceedings of the 15th International Multiconference Information Society, IS 2012, Volume A, pp. 155-158, 2012.
    download pdf bibtex

  • E. Dovgan, M. Javorski T. Tušar and B. Filipič. Dealing with comfort as an objective in multiobjective optimization of driving strategies. In Proceedings of the 15th International Multiconference Information Society, IS 2012, Volume A, pp. 103-106, 2012.
    download pdf bibtex

  • M. Mlakar, T. Tušar and B. Filipič. Discrete vs. continuous multiobjective optimization of continuous casting of steel. In Companion Material Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2012, pp. 587-590, 2012.
    download pdf bibtex (© ACM)

  • T. Tušar, E. Dovgan and B. Filipič. Evolutionary scheduling of flexible offers for balancing electricity supply and demand. In Proceedings of the IEEE World Congress on Computational Intelligence, WCCI 2012, pp. 1212-1219, 2012.
    download pdf bibtex (© IEEE)

  • T. Tušar, L. Šikšnys, T. B. Pedersen, E. Dovgan and B. Filipič. Using aggregation to improve the scheduling of flexible energy offers. In Proceedings of the Fifth International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2012, pp. 347-358, 2012.
    download pdf bibtex

  • M. Böhm, L. Dannecker, A. Doms, E. Dovgan, B. Filipič, U. Fischer, W. Lehner, T. B. Pedersen, Y. Pitarch, L. Šikšnys and T. Tušar. Data management in the MIRABEL smart grid system. In Proceedings of the 2012 Joint EDBTICDT Workshop, pp. 95-102, 2012.
    download pdf bibtex (© ACM)
2011
  • T. Tušar, E. Dovgan and B. Filipič. Scheduling of flexible electricity production and consumption in a future energy data management system: problem formulation. In Proceedings of the 14th International Multiconference Information Society, IS 2011, Volume A, pp. 96-99, 2011.
    download pdf bibtex

  • B. Filipič, M. Mlakar, E. Dovgan and T. Tušar. Razvoj sistema za računalniško podprto evidentiranje in sestavljanje fragmentov stenskih poslikav. In Proceedings of the 14th International Multiconference Information Society, IS 2011, Volume A, pp. 45-48, 2011. In Slovenian
    download pdf bibtex

  • T. Tušar and B. Filipič. Visualizing 4D approximation sets of multiobjective optimizers with prosections. In Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, pp. 737-744, 2011.
    download pdf bibtex (© ACM)
2010
  • E. Dovgan, T. Tušar and B. Filipič. Parameter tuning in an evolutionary algorithm for commodity transportation optimization. In Proceedings of the IEEE World Congress on Computational Intelligence, WCCI 2010, pp. 3704-3711, 2010.
    download pdf bibtex (© IEEE)
2009
  • B. Kaluža, E. Dovgan, T. Tušar and M. Gams. Intelligent risk analysis in access control. In Proceedings of the International Workshop on Quantitative Risk Analysis for Security Applications, (QRASA) in conjunction with the Twenty-First International Joint-Conference on Artificial Intelligence, IJCAI-09, pp. 9-16, 2009.
    download pdf bibtex

  • E. Dovgan, B. Kaluža, T. Tušar and M. Gams. Agent-based security system for user verification. In Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2009, pp. 331-334, 2009.
    download pdf bibtex (© IEEE)
2008
  • M. Gams, J. Krivec, M. Ožek and T. Tušar. Implementacija procesno analitske tehnologije (PAT) s pomočjo tehnik strojnega učenja. In Proceedings of the Seventeenth International Electrotechnical and Computer Science Conference, ERK 2008, Volume B, pp. 153-156, 2008. In Slovenian
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  • M. Ožek, M. Gams, J. Krivec and T. Tušar. Klasifikacija in vizualizacija procesov z metodami strojnega učenja. In Proceedings of the 11th International Multiconference Information Society, IS 2008, pp. 34-36, 2008. In Slovenian
    download pdf bibtex
2007
  • B. Filipič, T. Tušar and E. Laitinen. Analyzing production processes performance through evolutionary multiobjective optimization. In Proceedings of the 3rd European Symposium on Nature-inspired Smart Information Systems, NiSIS 2007, pp. 87-92, 2008.
    download pdf bibtex

  • T. Tušar and M. Gams. Iskanje dobrih nastavitev modula v inteligentnem sistemu za nadzor pristopa. In Proceedings of the 10th International Multiconference Information Society, IS 2007, pp. 103-106, 2007. In Slovenian
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  • M. Gams and T. Tušar. Inteligentna biometrija za nadzor vstopa. In Proceedings of the 10th International Multiconference Information Society, IS 2007, pp. 76-79, 2007. In Slovenian
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  • T. Tušar. Optimizing accuracy and size of decision trees. In Proceedings of the Sixteenth International Electrotechnical and Computer Science Conference, ERK 2007, Volume B, pp. 81-84, 2007.
    download pdf bibtex

  • T. Tušar and B. Filipič. Differential evolution versus genetic algorithms in multiobjective optimization. In Proceedings of the Fourth International Conference on Evolutionary Multi-Criterion Optimization, EMO 2007, pp. 257-271, 2007.
    download pdf bibtex (© Springer)
2006
  • B. Filipič, T. Tušar and E. Laitinen. Computer-assisted analysis of a metallurgical production process in view of multiple objectives. In Proceedings of the Second International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2006, pp. 167-176, 2006.
    download pdf bibtex

  • T. Tušar and M. Gams. Odkrivanje izjem na primeru inteligentnega sistema za kontrolo pristopa. In Proceedings of the 9th International Multiconference Information Society, IS 2006, Volume A, pp. 136-139, 2006. In Slovenian
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  • M. Depolli, T. Tušar and B. Filipič. Uglaševanje parametrov evolucijskega algoritma za večkriterijsko optimiranje na industrijskem problemu. In Proceedings of the Fifteenth International Electrotechnical and Computer Science Conference, ERK 2006, Volume B, pp. 95-98, 2006. In Slovenian
    download pdf bibtex
2005
  • T. Tušar, A. Bratko, M. Gams and T. Šef. Comparison between humans and machines on the task of accentuation of Slovene words. In Proceedings of the 8th International Multiconference Information Society, IS 2005, pp. 353-356, 2005.
    download pdf bibtex

  • T. Robič. Performance of DEMO on new test problems: A comparison study. In Proceedings of the Fourteenth International Electrotechnical and Computer Science Conference, ERK 2005, Volume B, pp. 121-124, 2005.
    download pdf bibtex

  • T. Robič and B. Filipič. DEMO: Differential evolution for multiobjective optimization. In Proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization, EMO 2005, pp. 520-533, 2005.
    download pdf bibtex (© Springer)
2004
  • S. Poles, E. Rigoni, and T. Robič. MOGA-II performance on noisy optimiztion problems. In Proceedings of the International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2004, pp. 51-62, 2004.
    download pdf bibtex

  • T. Robič and B. Filipič. In search for an efficient parameter tuning method for steel casting. In Proceedings of the International Conference on Bioinspired Optimization Methods and their Applications, BIOMA 2004, pp. 83-94, 2004.
    download pdf bibtex

  • T. Robič and T. Šef. Vpliv izbire atributov na točnost naglaševanja nepoznanih slovenskih besed. In Proceedings of the 7th International Multiconference Information Society, IS 2004, Volume B, pp. 115-118, 2004. In Slovenian
    download pdf bibtex

  • T. Robič and B. Filipič. Večkriterijska optimizacija z evolucijskimi algoritmi. In Proceedings of the thirteenth International Electrotechnical and Computer Science Conference, ERK 2004, Volume B, pp. 149-152, 2004. In Slovenian
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  • T. Robič and T. Šef. Uporaba oblikoslovnih oznak pri naglaševanju slovenskih besed. In Proceedings of the thirteenth International Electrotechnical and Computer Science Conference, ERK 2004, Volume B, pp. 153-156, 2004. In Slovenian
    download pdf bibtex

  • B. Filipič and T. Robič. A comparative study of coolant flow optimization on a steel casting machine. In Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2004, pp. 569-573, 2004.
    download pdf bibtex (© IEEE)

Conference Abstracts
  • K. van der Blom, T. M. Deist, T. Tušar, M. Marchi, Y. Nojima, A. Oyama, V. Volz, B. Naujoks. Towards realistic optimization benchmarks: A questionnaire on the properties of real-world problems. In Companion Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2020, pp. 293-294, 2020.
    download pdf bibtex (© ACM)

  • B. Šarler, I. Belič, B. Filipič, I. Grešovnik, U. Hanoglu, M. Jenko, T. Kodelja, M. Kovačič, A. Z. Lorbiecka, M. Mlakar, B. Senčič, T. Tušar and R. Vertnik. Simulation and optimisation of casting, rolling and heat treatment processes for competitive production of topmost steel. In Book of abstracts of the 19th Conference on Materials and Technology, pp. 25, 2011.
    download pdf bibtex

  • T. Šef, T. Tušar, A. Bratko and M. Gams. Comparison between humans and machines on the task of accentuation of Slovene words. In Book of abstracts, SloFon 1, pp. 70-71, 2006.
    download pdf bibtex

Book Chapters
  • J. Stork, M. Friese, M. Zaefferer, T. Bartz-Beielstein, A. Fischbach, B. Breiderhoff, B. Naujoks and T. Tušar. Open issues in surrogate-assisted optimization. In High-performance simulation-based optimization, (Studies in computational intelligence), pp. 225-244, Springer, 2020.
    download pdf bibtex

  • H. Aguirre, K. Tanaka, T. Tušar and Filipič. Optimization and visualization in many-objective space trajectory design. In High-performance simulation-based optimization, (Studies in computational intelligence), pp. 93-112, Springer, 2020.
    download pdf bibtex


Preprints
  • N. Hansen, A. Auger, O. Mersmann, T. H. Aguirre, K. Tanaka, T. Tu?ar, B. Filipi? and D. Brockhoff. COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting. ArXiv e-prints, arXiv:1603.08785, 2016.
    download pdf bibtex

  • N. Hansen, A. Auger, D. Brockhoff, D. Tušar and T. Tušar. COCO: Performance Assessment. ArXiv e-prints, arXiv:1605.03560, 2016.
    download pdf bibtex

  • N. Hansen, T. Tušar, O. Mersmann, A. Auger and D. Brockhoff. COCO: The Experimental Procedure. ArXiv e-prints, arXiv:1603.08776, 2016.
    download pdf bibtex

  • D. Brockhoff, T. Tušar, D. Tušar, T. Wagner, N. Hansen and A. Auger. Biobjective Performance Assessment with the COCO Platform. ArXiv e-prints, arXiv:1605.01746, 2016.
    download pdf bibtex

  • T. Tušar, D. Brockhoff, N. Hansen and A. Auger. COCO: The Bi-objective Black Box Optimization Benchmarking (bbob-biobj) Test Suite. ArXiv e-prints, arXiv:1604.00359, 2016.
    download pdf bibtex


Technical Reports
  • T. Tušar. Algorithm Results on the New COCO Test Problems. Jozef Stefan Institute, IJS-DP 12992, 2019.
    download pdf bibtex

  • A. Vodopija, T. Tušar and B. Filipič. Comparing Black-Box Differential Evolution and Classic Differential Evolution: Revisited Investigation of Invariance to Rotation. Jozef Stefan Institute, IJS-DP 12585, 2018.
    download pdf bibtex

  • C. Fonseca, C. Antunes, R. Lacour, P. Reed and T. Tušar. Visualization in multiobjective optimization. In S. Greco, K. Klamroth, J. Knowles and G. Rudolph: Understanding complexity in multiobjective optimization, Dagstuhl Seminar 15031, pp. 129-139, 2015.
    download pdf

  • T. Tušar and B. Filipič. Seeing 4D Pareto front approximations revisited. Jozef Stefan Institute, IJS-DP 11425, 2013.
    download bibtex

  • M. Mlakar, D. Petelin, T. Tušar and B. Filipič. GP-DEMO: Differential evolution for multiobjective optimization based on Gaussian process models. Jozef Stefan Institute, IJS-DP 11237, 2013.
    download bibtex

  • T. Tušar and B. Filipič. Seeing 4D Pareto front approximations. Jozef Stefan Institute, IJS-DP 11091, 2012.
    download bibtex

  • T. Tušar, P. Korošec, G. Papa, B. Filipič and J. Šilc. A comparative study of stochastic optimization methods in electric motor design. Jozef Stefan Institute, IJS-DP 9349, 2006.
    download bibtex

  • T. Robič and B. Filipič. Večkriterijsko optimiranje z genetskimi algoritmi in diferencialno evolucijo. Jozef Stefan Institute, IJS-DP 9065, 2005. In Slovenian
    download pdf bibtex

Theses
  • T. Tušar. Visualizing Solution Sets in Multiobjective Optimization. Ph.D. Thesis, 2014.
    download pdf bibtex

  • T. Tušar. Design of an Algorithm for Multiobjective Optimization with Differential Evolution. M.Sc. Thesis, 2007.
    download pdf bibtex

  • T. Robič. Genetski algoritem za problem urnika. B.Sc. Thesis, 2002. In Slovenian
    download pdf bibtex
..::publications ..::about me ..::research