Publications

Publications SPOTSeven

2016

  • [PDF] C. Jung, M. Zaefferer, T. Bartz-Beielstein, and G. Rudolph, “Metamodel-based optimization of hot rolling processes in the metal industry,” The international journal of advanced manufacturing technology, pp. 1-17, 2016.
    [Bibtex]
    @article{Jung14b,
    author = {Jung, Christian and Zaefferer, Martin and Bartz-Beielstein, Thomas and Rudolph, G{\"u}nter},
    title = {{Metamodel-based optimization of hot rolling processes in the metal industry}},
    journal = {The International Journal of Advanced Manufacturing Technology},
    year = {2016},
    pages = {1--17},
    month = sep
    }
  • [PDF] S. Chandrasekaran, S. Moritz, M. Zaefferer, J. Stork, and T. Bartz-Beielstein, “Data Preprocessing: A New Algorithm for Univariate Imputation Designed Specifically for Industrial Needs,” in Workshop computational intelligence, 2016, pp. 1-20.
    [Bibtex]
    @inproceedings{Chan16a,
    author = {Chandrasekaran, Sowmya and Moritz, Steffen and Zaefferer, Martin and Stork, J{\"o}rg and Bartz-Beielstein, Thomas},
    title = {{Data Preprocessing: A New Algorithm for
    Univariate Imputation Designed Specifically for
    Industrial Needs}},
    booktitle = { Workshop Computational Intelligence},
    year = {2016},
    editor = {Hoffmann, Frank and H{\"u}llermeier, Eyke},
    pages = {1--20},
    month = dec
    }
  • [PDF] T. Bartz-Beielstein, “Presentation Slides: Surrogate Model-based Optimization in Practice,” in Genetic and evolutionary computation, Denver, 2016.
    [Bibtex]
    @inproceedings{Bart16o,
    author = {Bartz-Beielstein, Thomas},
    title = {{Presentation Slides: Surrogate Model-based Optimization in Practice}},
    booktitle = { Genetic and Evolutionary Computation},
    year = {2016},
    address = {Denver},
    month = jul
    }
  • T. Bartz-Beielstein, “Forschendes Lernen – vom Bachelor zur Promotion in den Ingenieurwissenschaften ,” in Neues handbuch hochschullehre, B. Berendt, A. Fleischmann, N. Schaper, B. Szczyrba, and J. Wildt, Eds., Josef Raabe, 2016, pp. 1-28.
    [Bibtex]
    @incollection{Bart15q,
    author = {Bartz-Beielstein, Thomas},
    title = {{Forschendes Lernen - vom Bachelor zur Promotion in den Ingenieurwissenschaften }},
    booktitle = {Neues Handbuch Hochschullehre},
    year = {2016},
    editor = {Berendt, Brigitte and Fleischmann, Andreas and Schaper, Niclas and Szczyrba, Birgit and Wildt, Johannes},
    pages = {1--28},
    publisher = {Josef Raabe}
    }
  • [PDF] T. Bartz-Beielstein, “A Survey of Model-Based Methods for Global Optimization,” in Bioinspired optimization methods and their applications, 2016, pp. 1-18.
    [Bibtex]
    @inproceedings{Bart16c,
    author = {Bartz-Beielstein, Thomas},
    title = {{A Survey of Model-Based Methods for Global Optimization}},
    booktitle = {Bioinspired Optimization Methods and their Applications},
    year = {2016},
    editor = {Papa, Gregor and Mernik, Marjan},
    pages = {1--18},
    month = may
    }
  • [PDF] T. Bartz-Beielstein, “Stacked Generalization of Surrogate Models – A Practical Approach,” TH Köln, Köln, 5/2016, 2016.
    [Bibtex]
    @techreport{Bart16j,
    author = {Bartz-Beielstein, Thomas},
    title = {{Stacked Generalization of Surrogate Models - A Practical Approach}},
    institution = {TH K{\"o}ln},
    year = {2016},
    number = {5/2016},
    address = {K{\"o}ln}
    }
  • [PDF] M. Friese, T. Bartz-Beielstein, and M. Emmerich, “Building Ensembles of Surrogate Models by Optimal Convex Combination (Preprint),” , Cologne, 4/2016, 2016.
    [Bibtex]
    @techreport{Frie16a,
    author = {Friese, Martina and Bartz-Beielstein, Thomas and Emmerich, Michael},
    title = {{Building Ensembles of Surrogate Models by Optimal Convex Combination (Preprint)}},
    year = {2016},
    number = {4/2016},
    address = {Cologne},
    month = apr
    }
  • [PDF] B. Naujoks, J. Stork, M. Zaefferer, and T. Bartz-Beielstein, “Presentation Slides: Meta-Model Assisted Evolutionary Optimization. Tutorial at PPSN 2016,” in Parallel problem solving from nature, 2016, pp. 1-104.
    [Bibtex]
    @inproceedings{Nauj16a,
    author = {Naujoks, Boris and Stork, J{\"o}rg and Zaefferer, Martin and Bartz-Beielstein, Thomas},
    title = {{Presentation Slides: Meta-Model Assisted Evolutionary Optimization. Tutorial at PPSN 2016}},
    booktitle = {Parallel Problem Solving from Nature},
    year = {2016},
    pages = {1--104},
    month = sep
    }
  • [PDF] M. A. Rebolledo Coy, S. Krey, T. Bartz-Beielstein, O. Flasch, A. Fischbach, and J. Stork, “Modeling and Optimization of a Robust Gas Sensor,” in Bioinspired optimization methods and their applications, 2016, pp. 267-278.
    [Bibtex]
    @inproceedings{Rebo15a,
    author = {Rebolledo Coy, Margarita Alejandra and Krey, Sebastian and Bartz-Beielstein, Thomas and Flasch, Oliver and Fischbach, Andreas and Stork, J{\"o}rg},
    title = {{Modeling and Optimization of a Robust Gas Sensor}},
    booktitle = {Bioinspired Optimization Methods and their Applications },
    year = {2016},
    editor = {Papa, Gregor and Mernik, Marjan},
    pages = {267--278},
    month = may
    }
  • [PDF] M. Friese, T. Bartz-Beielstein, and M. T. M. Emmerich, “Building ensembles of surrogates by optimal convex combination,” in Bioinspired optimization methods and their applications, 2016, pp. 131-144.
    [Bibtex]
    @inproceedings{Frie16b,
    author = {Friese, Martina and Bartz-Beielstein, Thomas and Emmerich, Michael T M},
    title = {{Building ensembles of surrogates by optimal convex combination}},
    booktitle = {Bioinspired Optimization Methods and their Applications },
    year = {2016},
    editor = {Mernik, Marjan and Papa, Gregor},
    pages = {131--144},
    month = may
    }
  • [PDF] M. Zaefferer and T. Bartz-Beielstein, “Efficient Global Optimization with Indefinite Kernels,” in Parallel problem solving from nature, 2016, pp. 1-11.
    [Bibtex]
    @inproceedings{Zaef16b,
    author = {Zaefferer, Martin and Bartz-Beielstein, Thomas},
    title = {{Efficient Global Optimization with Indefinite Kernels}},
    booktitle = {Parallel Problem Solving from Nature},
    year = {2016},
    editor = {Ochoa, Gabriela and Handl, Julia and Lopez-Ibanez, Manuel},
    pages = {1--11}
    }
  • [PDF] T. Bartz-Beielstein, “Experimental Algorithmics Applied to On-line Machine Learning,” in Bioinspired optimization methods and their applications, 2016, pp. 94-104.
    [Bibtex]
    @inproceedings{Bart16g,
    author = {Bartz-Beielstein, Thomas},
    title = {{Experimental Algorithmics
    Applied to On-line Machine Learning}},
    booktitle = {Bioinspired Optimization Methods and their Applications },
    year = {2016},
    editor = {Papa, Gregor and Mernik, Marjan},
    pages = {94--104}
    }
  • [PDF] M. Friese, Friese, M. Emmerich, and T. Bartz-Beielstein, “Preprint: Building Ensembles of Surrogate Models by Optimal Convex Combination,” TH Köln, Köln, 2/2016, 2016.
    [Bibtex]
    @techreport{Frie16a,
    author = {Friese, Martina and {Friese} and Emmerich, Michael and Bartz-Beielstein, Thomas},
    title = {{Preprint: Building Ensembles of Surrogate Models by Optimal Convex Combination}},
    institution = {TH K{\"o}ln},
    year = {2016},
    number = {2/2016},
    address = {K{\"o}ln}
    }
  • [PDF] M. Zaefferer, D. Gaida, and T. Bartz-Beielstein, “Multi-fidelity modeling and optimization of biogas plants,” Applied soft computing, vol. 48, pp. 13-28, 2016.
    [Bibtex]
    @article{Zaef13b,
    author = {Zaefferer, Martin and Gaida, Daniel and Bartz-Beielstein, Thomas},
    title = {{Multi-fidelity modeling and optimization of biogas plants}},
    journal = {Applied Soft Computing},
    year = {2016},
    volume = {48},
    pages = {13--28},
    month = nov
    }

2015

  • [PDF] S. Moritz, A. Sarda, T. Bartz-Beielstein, M. Zaefferer, and J. Stork, “Comparison of different Methods for Univariate Time Series Imputation in R,” , 2015.
    [Bibtex]
    @article{Mori15a,
    author = {Moritz, Steffen and Sarda, Alexis and Bartz-Beielstein, Thomas and Zaefferer, Martin and Stork, J{\"o}rg},
    title = {{Comparison of different Methods for Univariate Time Series Imputation in R}},
    year = {2015},
    eprint = {1510.03924},
    eprinttype = {arxiv},
    eprintclass = {stat.AP},
    month = oct
    }
  • [PDF] T. Bartz-Beielstein, “SPOTSeven Lab: Jahresbericht 2014/15,” 2015.
    [Bibtex]
    @techreport{Bart15y,
    author = {Bartz-Beielstein, Thomas},
    title = {{SPOTSeven Lab: Jahresbericht 2014/15}},
    year = {2015}
    }
  • [PDF] T. Bartz-Beielstein and M. Zaefferer, “MCIOP – Mehrkriterielle CI-basierte Optimierungsverfahren für den industriellen Einsatz (Schlussbericht),” , 6/2015, 2015.
    [Bibtex]
    @techreport{Bart15x,
    author = {Bartz-Beielstein, Thomas and Zaefferer, Martin},
    title = {{MCIOP - Mehrkriterielle CI-basierte Optimierungsverfahren f{\"u}r den industriellen Einsatz (Schlussbericht)}},
    year = {2015},
    number = {6/2015}
    }
  • [PDF] T. Bartz-Beielstein, C. Jung, and M. Zaefferer, “Uncertainty Management Using Sequential Parameter Optimization,” in Uncertainty management in simulation-optimization of complex systems: algorithms and applications, C. Meloni and G. Dellino, Eds., Springer, 2015, pp. 79-99.
    [Bibtex]
    @incollection{Bart13i,
    author = {Bartz-Beielstein, Thomas and Jung, Christian and Zaefferer, Martin},
    title = {{Uncertainty Management Using Sequential Parameter Optimization}},
    booktitle = {Uncertainty Management in Simulation-Optimization of Complex Systems: Algorithms and Applications},
    year = {2015},
    editor = {Meloni, Carlo and Dellino, Gabriella},
    pages = {79--99},
    publisher = {Springer}
    }
  • T. Bartz-Beielstein, “Zen und die Kunst der Hochschullehre,” Changing, iss. 2, pp. 39-49, 2015.
    [Bibtex]
    @article{Bart15p,
    author = {Bartz-Beielstein, Thomas},
    title = {{Zen und die Kunst der Hochschullehre}},
    journal = {changing},
    year = {2015},
    number = {2},
    pages = {39--49},
    month = sep
    }
  • [PDF] O. Flasch, M. Friese, M. Zaefferer, T. Bartz-Beielstein, and J. Branke, “Learning Model-Ensemble Policies with Genetic Programming,” TH Köln, Köln, 3/2015, 2015.
    [Bibtex]
    @techreport{Flas15a,
    author = {Flasch, Oliver and Friese, Martina and Zaefferer, Martin and Bartz-Beielstein, Thomas and Branke, J{\"u}rgen},
    title = {{Learning Model-Ensemble Policies with Genetic Programming}},
    institution = {TH K{\"o}ln},
    year = {2015},
    number = {3/2015},
    address = {K{\"o}ln}
    }
  • T. Bartz-Beielstein and M. Zaefferer, “CIMO – CI-basierte Mehrkriterielle Optimierungsverfahren für Anwendungen in der Industrie (Schlussbericht),” TH Köln, Köln, 5/2015, 2015.
    [Bibtex]
    @techreport{Zaef15c,
    author = {Bartz-Beielstein, Thomas and Zaefferer, Martin},
    title = {{CIMO - CI-basierte Mehrkriterielle Optimierungsverfahren f{\"u}r Anwendungen in der Industrie (Schlussbericht)}},
    institution = {TH K{\"o}ln},
    year = {2015},
    number = {5/2015},
    address = {K{\"o}ln}
    }
  • [PDF] A. Fischbach, J. Stork, M. Zaefferer, S. Krey, and T. Bartz-Beielstein, “Analyzing Capabilities of Latin Hypercube Designs Compared to Classical Experimental Design Methods,” in Proc. 25. workshop computational intelligence, 2015, pp. 255-269.
    [Bibtex]
    @inproceedings{Fisc15a,
    author = {Fischbach, Andreas and Stork, J{\"o}rg and Zaefferer, Martin and Krey, Sebastian and Bartz-Beielstein, Thomas},
    title = {{Analyzing Capabilities of Latin Hypercube Designs Compared to Classical Experimental Design Methods}},
    booktitle = {Proc. 25. Workshop Computational Intelligence},
    year = {2015},
    editor = {Hoffmann, Frank and H{\"u}llermeier, Eyke},
    pages = {255--269},
    month = nov
    }
  • [PDF] T. Bartz-Beielstein, C. Jung, and M. Zafferer, “Sequential Parameter Optimization in Noisy Environments (Preprint),” Cologne University of Applied Sciences, Cologne, 4/2015, 2015.
    [Bibtex]
    @techreport{Bart15o,
    author = {Bartz-Beielstein, Thomas and Jung, Christian and Zafferer, Martin},
    title = {{Sequential Parameter Optimization in Noisy Environments (Preprint)}},
    institution = {Cologne University of Applied Sciences},
    year = {2015},
    number = {4/2015},
    address = {Cologne},
    month = may
    }
  • “How to Create Generalizable Results,” in Springer handbook of computational intelligence, Berlin, Heidelberg: Springer Berlin Heidelberg, 2015, pp. 1127-1142.
    [Bibtex]
    @incollection{Bart13a,
    title = {{How to Create Generalizable Results}},
    booktitle = {Springer Handbook of Computational Intelligence},
    year = {2015},
    pages = {1127--1142},
    publisher = {Springer Berlin Heidelberg},
    address = {Berlin, Heidelberg}
    }
  • T. Bartz-Beielstein, J. Stork, and M. Zaefferer, “Model-based Optimization: Local Versus Global Search,” 2015.
    [Bibtex]
    @techreport{Bart15a,
    author = {Bartz-Beielstein, Thomas and Stork, J{\"o}rg and Zaefferer, Martin},
    title = {{Model-based Optimization: Local Versus Global Search}},
    year = {2015}
    }
  • [PDF] T. Bartz-Beielstein, “Meaningful Problem Instances and Generalizable Results,” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2015.
    [Bibtex]
    @techreport{Bart15i,
    author = {Bartz-Beielstein, Thomas},
    title = {{Meaningful Problem Instances and Generalizable Results}},
    year = {2015},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = feb
    }
  • [PDF] T. Bartz-Beielstein, J. Branke, J. Mehnen, and O. Mersmann, “Overview: Evolutionary Algorithms,” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2015.
    [Bibtex]
    @techreport{Bart15j,
    author = {Bartz-Beielstein, Thomas and Branke, J{\"u}rgen and Mehnen, J{\"o}rn and Mersmann, Olaf},
    title = {{Overview: Evolutionary Algorithms}},
    year = {2015},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science}
    }
  • “How to Create Generalizable Results,” in Springer handbook of computational intelligence, Berlin, Heidelberg: Springer Berlin Heidelberg, 2015, pp. 1127-1142.
    [Bibtex]
    @incollection{Bartz-Beielstein2015,
    title = {{How to Create Generalizable Results}},
    booktitle = {Springer Handbook of Computational Intelligence},
    year = {2015},
    pages = {1127--1142},
    publisher = {Springer Berlin Heidelberg},
    address = {Berlin, Heidelberg}
    }

2014

  • [PDF] S. Moritz, T. Bartz-Beielstein, O. Mersmann, M. Zaefferer, and J. Stork, “Does imputation work for improvement of domestic hot water usage prediction?,” in Proceedings. 24. workshop computational intelligence, dortmund, 27.-28. november 2014, 2014, pp. 205-222.
    [Bibtex]
    @inproceedings{Mori14a,
    author = {Moritz, Steffen and Bartz-Beielstein, Thomas and Mersmann, Olaf and Zaefferer, Martin and Stork, J{\"o}rg},
    title = {{Does imputation work for improvement of domestic hot water usage prediction?}},
    booktitle = {Proceedings. 24. Workshop Computational Intelligence, Dortmund, 27.-28. November 2014},
    year = {2014},
    editor = {Hoffmann, Frank and H{\"u}llermeier, Eyke},
    pages = {205--222},
    publisher = {KIT Scientific Publishing}
    }
  • [PDF] T. Bartz-Beielstein, J. Branke, J. Mehnen, and O. Mersmann, “Evolutionary Algorithms (pre-peer reviewed version),” 2014.
    [Bibtex]
    @techreport{Bart13jpre,
    author = {Bartz-Beielstein, T and Branke, J and Mehnen, J and Mersmann, O},
    title = {{Evolutionary Algorithms (pre-peer reviewed version)}},
    year = {2014}
    }
  • [PDF] M. Zaefferer, J. Stork, and T. Bartz-Beielstein, “Distance Measures for Permutations in Combinatorial Efficient Global Optimization,” in Parallel problem solving from nature–ppsn xiii, 2014, pp. 373-383.
    [Bibtex]
    @inproceedings{Zaef14c,
    author = {Zaefferer, Martin and Stork, J{\"o}rg and Bartz-Beielstein, Thomas},
    title = {{Distance Measures for Permutations in Combinatorial Efficient Global Optimization}},
    booktitle = {Parallel Problem Solving from Nature--PPSN XIII},
    year = {2014},
    editor = {Bartz-Beielstein, Thomas and Branke, J{\"u}rgen and Filipi c, Bogdan and Smith, Jim},
    pages = {373--383},
    publisher = {Springer}
    }
  • [PDF] M. Zaefferer, J. Stork, M. Friese, A. Fischbach, B. Naujoks, and T. Bartz-Beielstein, “Efficient Global Optimization for Combinatorial Problems,” in Genetic and evolutionary computation conference (gecco’14), proceedings, 2014, pp. 871-878.
    [Bibtex]
    @inproceedings{Zaef14b,
    author = {Zaefferer, Martin and Stork, J{\"o}rg and Friese, Martina and Fischbach, Andreas and Naujoks, Boris and Bartz-Beielstein, Thomas},
    title = {{Efficient Global Optimization for Combinatorial Problems}},
    booktitle = {Genetic and Evolutionary Computation Conference (GECCO'14), Proceedings},
    year = {2014},
    editor = {Arnold, Dirk V},
    pages = {871--878},
    publisher = {ACM}
    }
  • Parallel Problem Solving from Nature – PPSN XIII – 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings, T. B. Beielstein, J. Branke, B. Filipic, and J. Smith, Eds., Cham: Springer, 2014, vol. 8672.
    [Bibtex]
    @book{Bart14m,
    editor = {Beielstein, Thomas Bartz and Branke, J{\"u}rgen and Filipic, Bogdan and Smith, Jim},
    title = {{Parallel Problem Solving from Nature - PPSN XIII - 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings}},
    publisher = {Springer},
    year = {2014},
    volume = {8672},
    series = {Lecture Notes in Computer Science},
    address = {Cham}
    }
  • T. Bartz-Beielstein, J. Branke, J. Mehnen, and O. Mersmann, “Evolutionary Algorithms,” Wires data mining and knowledge discovery, vol. 4, pp. 178-195, 2014.
    [Bibtex]
    @article{Bart13j,
    author = {Bartz-Beielstein, T and Branke, J and Mehnen, J and Mersmann, O},
    title = {{Evolutionary Algorithms}},
    journal = {WIREs Data Mining and Knowledge Discovery},
    year = {2014},
    volume = {4},
    pages = {178--195}
    }
  • [PDF] T. Bartz-Beielstein and M. Preuss, “Experimental Analysis of Optimization Algorithms: Tuning and Beyond,” in Theory and principled methods for designing metaheuristics, Y. Borenstein and A. Moraglio, Eds., Berlin, Heidelberg, New York: Springer, 2014, pp. 205-245.
    [Bibtex]
    @incollection{Bart11j,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental Analysis of Optimization Algorithms: Tuning and Beyond}},
    booktitle = {Theory and Principled Methods for Designing Metaheuristics},
    year = {2014},
    editor = {Borenstein, Yossi and Moraglio, Alberto},
    pages = {205--245},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }
  • [PDF] T. Bartz-Beielstein, “SPOTSeven Lab: Forschungsbericht 2013/14,” 2014.
    [Bibtex]
    @techreport{Bart14k,
    author = {Bartz-Beielstein, Thomas},
    title = {{SPOTSeven Lab: Forschungsbericht 2013/14}},
    year = {2014}
    }
  • [PDF] M. Zaefferer, D. Gaida, and T. Bartz-Beielstein, “Multi-fidelity Simulation and Optimization of a Biogas Plant,” TH Köln, 2/2014, 2014.
    [Bibtex]
    @techreport{Zaef13b,
    author = {Zaefferer, Martin and Gaida, Daniel and Bartz-Beielstein, T},
    title = {{Multi-fidelity Simulation and Optimization of a Biogas Plant}},
    institution = {TH K{\"o}ln},
    year = {2014},
    number = {2/2014}
    }
  • T. Bartz-Beielstein, “Computational Intelligence and Optimization—Recent Advances (BRACIS Keynote Talk),” 2014.
    [Bibtex]
    @techreport{Bart14l,
    author = {Bartz-Beielstein, Thomas},
    title = {{Computational Intelligence and Optimization---Recent Advances (BRACIS Keynote Talk)}},
    year = {2014}
    }
  • [PDF] J. Stork, A. Fischbach, T. Bartz-Beielstein, and M. Zaefferer, “Boosting Parameter-Tuning Efficiency with Adaptive Experimental Designs,” in Proceedings 24. workshop computational intelligence, 2014, pp. 223-235.
    [Bibtex]
    @inproceedings{Stor14a,
    author = {Stork, J{\"o}rg and Fischbach, Andreas and Bartz-Beielstein, Thomas and Zaefferer, Martin},
    title = {{Boosting Parameter-Tuning Efficiency with Adaptive Experimental Designs}},
    booktitle = {Proceedings 24. Workshop Computational Intelligence},
    year = {2014},
    editor = {Hoffmann, Frank and H{\"u}llermeier, Eyke},
    pages = {223--235},
    publisher = {KIT Scientific Publishing}
    }
  • [PDF] M. Zaefferer, B. Breiderhoff, B. Naujoks, M. Friese, J. Stork, A. Fischbach, O. Flasch, and T. Bartz-Beielstein, “Tuning Multi-Objective Optimization Algorithms for Cyclone Dust Separators,” in Genetic and evolutionary computation conference (gecco’14), proceedings, 2014, pp. 1223-1230.
    [Bibtex]
    @inproceedings{Brei14a,
    author = {Zaefferer, Martin and Breiderhoff, Beate and Naujoks, Boris and Friese, Martina and Stork, J{\"o}rg and Fischbach, Andreas and Flasch, Oliver and Bartz-Beielstein, Thomas},
    title = {{Tuning Multi-Objective Optimization Algorithms for Cyclone Dust Separators}},
    booktitle = {Genetic and Evolutionary Computation Conference (GECCO'14), Proceedings},
    year = {2014},
    pages = {1223--1230}
    }

2013

  • [PDF] T. Bartz-Beielstein and O. Flasch, “FIWA – Methoden der Computational Intelligence für Vorhersagemodelle in der Finanz-und Wasserwirtschaft (Schlussbericht),” , Betzdorfer Str. 2, 50679 Köln 2013.
    [Bibtex]
    @techreport{Bart13m,
    author = {Bartz-Beielstein, Thomas and Flasch, Oliver},
    title = {{FIWA - Methoden der Computational Intelligence f{\"u}r Vorhersagemodelle in der Finanz-und Wasserwirtschaft (Schlussbericht)}},
    year = {2013},
    address = {Betzdorfer Str. 2, 50679 K{\"o}ln}
    }
  • [PDF] M. Zaefferer, T. Bartz-Beielstein, B. Naujoks, T. Wagner, and M. Emmerich, “A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets,” in Evolutionary multi-criterion optimization 7th international conference, emo, Heidelberg, 2013, pp. 756-770.
    [Bibtex]
    @inproceedings{Zaef13a,
    author = {Zaefferer, Martin and Bartz-Beielstein, T and Naujoks, B and Wagner, T and Emmerich, M},
    title = {{A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets}},
    booktitle = {Evolutionary Multi-Criterion Optimization 7th International Conference, EMO},
    year = {2013},
    editor = {Purshouse, R C and others},
    pages = {756--770},
    publisher = {Springer},
    address = {Heidelberg}
    }
  • T. Bartz-Beielstein, “Presentation: CI in Academia and Industry. GECCO2013,” 2013.
    [Bibtex]
    @techreport{Bart13h,
    author = {Bartz-Beielstein, Thomas},
    title = {{Presentation: CI in Academia and Industry. GECCO2013}},
    year = {2013},
    month = jul
    }
  • [PDF] T. Bartz-Beielstein, M. Zaefferer, and B. Naujoks, “How to create meaningful and generalizable results,” in Proceeding of the fifteenth annual conference companion on genetic and evolutionary computation conference companion, New York, NY, USA, 2013, pp. 979-1004.
    [Bibtex]
    @inproceedings{Bart13f,
    author = {Bartz-Beielstein, Thomas and Zaefferer, Martin and Naujoks, Boris},
    title = {{How to create meaningful and generalizable results}},
    booktitle = {Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion},
    year = {2013},
    pages = {979--1004},
    publisher = {ACM},
    address = {New York, NY, USA}
    }
  • T. Ludwig, S. Markon, T. Bartz-Beielstein, M. Bongards, and C. Ament, “Power Optimization of Linear Motor Elevators using Computational Intelligence Methods,” in Jsps summer program orientation session at sokendai, Hayama, 2013, p. 44.
    [Bibtex]
    @inproceedings{Ludw13a,
    author = {Ludwig, Thomas and Markon, Sandor and Bartz-Beielstein, Thomas and Bongards, Michael and Ament, Christoph},
    title = {{Power Optimization of Linear Motor Elevators using Computational Intelligence Methods}},
    booktitle = {JSPS Summer Program Orientation Session at Sokendai},
    year = {2013},
    pages = {44},
    organization = {The Graduate University for Advanced Studies (Sokendai), Shonan Village, Hayama,Kanagawa (Japan)},
    address = {Hayama},
    month = jun
    }
  • [PDF] M. Friese, J. Stork, R. R. Guerra, T. Bartz-Beielstein, S. Thaker, O. Flasch, and M. Zaefferer, “UniFIeD Univariate Frequency-based Imputation for Time Series Data,” , Betzdorfer Str. 2, 50679 Köln 2013.
    [Bibtex]
    @techreport{Frie13a,
    author = {Friese, Martina and Stork, J{\"o}rg and Guerra, Ricardo Ramos and Bartz-Beielstein, Thomas and Thaker, Soham and Flasch, Oliver and Zaefferer, Martin},
    title = {{UniFIeD Univariate Frequency-based Imputation for Time Series Data}},
    year = {2013},
    address = {Betzdorfer Str. 2, 50679 K{\"o}ln}
    }
  • [PDF] B. Breiderhoff, T. Bartz-Beielstein, B. Naujoks, M. Zaefferer, A. Fischbach, O. Flasch, M. Friese, O. Mersmann, and J. Stork, “Preprint: Simulation and Optimization of Cyclone Dust Separators,” , Betzdorfer Str. 2, 50679 Köln 2013.
    [Bibtex]
    @techreport{Brei13b,
    author = {Breiderhoff, Beate and Bartz-Beielstein, Thomas and Naujoks, Boris and Zaefferer, Martin and Fischbach, Andreas and Flasch, Oliver and Friese, Martina and Mersmann, Olaf and Stork, J{\"o}rg},
    title = {{Preprint: Simulation and Optimization of Cyclone Dust Separators}},
    year = {2013},
    address = {Betzdorfer Str. 2, 50679 K{\"o}ln}
    }
  • [PDF] O. Flasch, M. Friese, K. Vladislavleva, T. Bartz-Beielstein, O. Mersmann, B. Naujoks, J. Stork, and M. Zaefferer, “Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data,” in Applications of evolutionary computation, A. Esparcia-Alcázar, Ed., Berlin, Heidelberg: Springer Berlin Heidelberg, 2013, pp. 172-181.
    [Bibtex]
    @incollection{Flas12d,
    author = {Flasch, Oliver and Friese, Martina and Vladislavleva, Katya and Bartz-Beielstein, Thomas and Mersmann, Olaf and Naujoks, Boris and Stork, J{\"o}rg and Zaefferer, Martin},
    title = {{Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data}},
    booktitle = {Applications of Evolutionary Computation},
    year = {2013},
    editor = {Esparcia-Alc{\'a}zar, AnnaI},
    pages = {172--181},
    publisher = {Springer Berlin Heidelberg},
    address = {Berlin, Heidelberg}
    }
  • [PDF] T. Bartz-Beielstein, “SpotSeven Broschüre 2013,” 2013.
    [Bibtex]
    @techreport{Bart13e,
    author = {Bartz-Beielstein, Thomas},
    title = {{SpotSeven Brosch{\"u}re 2013}},
    year = {2013}
    }
  • [PDF] O. Flasch and T. Bartz-Beielstein, “A Framework for the Empirical Analysis of Genetic Programming System Performance,” in Genetic programming theory and practice x, R. Riolo, E. Vladislavleva, and J. H. Moore, Eds., Ann Arbor, USA: Springer, 2013, pp. 155-170.
    [Bibtex]
    @incollection{Flas12c,
    author = {Flasch, Oliver and Bartz-Beielstein, Thomas},
    title = {{A Framework for the Empirical Analysis of Genetic Programming System Performance}},
    booktitle = {Genetic Programming Theory and Practice X},
    year = {2013},
    editor = {Riolo, Rick and Vladislavleva, Ekaterina and Moore, Jason H},
    pages = {155--170},
    publisher = {Springer},
    address = {Ann Arbor, USA}
    }
  • [PDF] B. Breiderhoff, T. Bartz-Beielstein, B. Naujoks, M. Zaefferer, A. Fischbach, O. Flasch, M. Friese, O. Mersmann, and J. Stork, “Simulation and Optimization of Cyclone Dust Separators,” in Proceedings 23. workshop computational intelligence, 2013, pp. 177-195.
    [Bibtex]
    @inproceedings{Brei13a,
    author = {Breiderhoff, Beate and Bartz-Beielstein, Thomas and Naujoks, Boris and Zaefferer, Martin and Fischbach, Andreas and Flasch, Oliver and Friese, Martina and Mersmann, Olaf and Stork, J{\"o}rg},
    title = {{Simulation and Optimization of Cyclone Dust Separators}},
    booktitle = {Proceedings 23. Workshop Computational Intelligence},
    year = {2013},
    editor = {Hoffmann, Frank and H{\"u}llermeier, Eyke},
    pages = {177--195},
    organization = {Institut f{\"u}r Angewandte Informatik/Automatisierungstechnik am Karlsruher Institut f{\"u}r Technologie},
    publisher = {KIT Scientific Publishing}
    }
  • [PDF] M. Zaefferer, B. Naujoks, and T. Bartz-Beielstein, “A Gentle Introduction to Multi-Criteria Optimization with SPOT,” 2013.
    [Bibtex]
    @techreport{Zaef13c,
    author = {Zaefferer, Martin and Naujoks, Boris and Bartz-Beielstein, Thomas},
    title = {{A Gentle Introduction to Multi-Criteria Optimization with SPOT}},
    year = {2013}
    }

2012

  • [PDF] T. Bartz-Beielstein and M. Zaefferer, “A Gentle Introduction to Sequential Parameter Optimization,” 2012.
    [Bibtex]
    @techreport{Bart12i,
    author = {Bartz-Beielstein, T and Zaefferer, Martin},
    title = {{A Gentle Introduction to Sequential Parameter Optimization}},
    year = {2012}
    }
  • [PDF] T. Bartz-Beielstein, “Presentation Slides: Beyond Particular Problem Instances—How to Create Meaningful and Generalizable Results,” 2012.
    [Bibtex]
    @techreport{Bart12w,
    author = {Bartz-Beielstein, Thomas},
    title = {{Presentation Slides: Beyond Particular Problem Instances---How to Create Meaningful and Generalizable Results}},
    year = {2012},
    month = nov
    }
  • [PDF] T. Bartz-Beielstein, “SpotSeven brochure 2012,” , 2012.
    [Bibtex]
    @booklet{Bart12j,
    title = {{SpotSeven brochure 2012}},
    author = {Bartz-Beielstein, T},
    month = feb,
    year = {2012}
    }
  • [PDF] T. Bartz-Beielstein, M. Preuss, and M. Zaefferer, “Statistical Analysis of Optimization Algorithms with R,” in Gecco 2012 specialized techniques and applications tutorials, Philadelphia, Pennsylvania, USA, 2012, pp. 1259-1286.
    [Bibtex]
    @inproceedings{Bart12f,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike and Zaefferer, Martin},
    title = {{Statistical Analysis of Optimization Algorithms with R}},
    booktitle = {GECCO 2012 Specialized techniques and applications tutorials},
    year = {2012},
    editor = {Ochoa, Gabriela},
    pages = {1259--1286},
    publisher = {ACM},
    address = {Philadelphia, Pennsylvania, USA},
    month = jul,
    annote = {Also known as 2330940 Distributed at GECCO-2012. ACM Order Number 910122.}
    }
  • [PDF] T. Bartz-Beielstein, “Beyond Particular Problem Instances: How to Create Meaningful and Generalizable Results,” 2012.
    [Bibtex]
    @techreport{Bart12x,
    author = {Bartz-Beielstein, Thomas},
    title = {{Beyond Particular Problem Instances: How to Create Meaningful and Generalizable Results}},
    year = {2012},
    month = nov
    }
  • [PDF] T. Bartz-Beielstein, M. Friese, B. Naujoks, and M. Zaefferer, “SPOT Applied to Non-Stochastic Optimization Problems—An Experimental Study,” in Gecco 2012 late breaking abstracts workshop, Philadelphia, Pennsylvania, USA, 2012, pp. 645-646.
    [Bibtex]
    @inproceedings{Bart12d,
    author = {Bartz-Beielstein, Thomas and Friese, Martina and Naujoks, Boris and Zaefferer, Martin},
    title = {{SPOT Applied to Non-Stochastic Optimization Problems---An Experimental Study}},
    booktitle = {GECCO 2012 Late breaking abstracts workshop},
    year = {2012},
    editor = {Rodriguez, Katya and Blum, Christian},
    pages = {645--646},
    publisher = {ACM},
    address = {Philadelphia, Pennsylvania, USA},
    month = jul,
    annote = {Distributed at GECCO-2012. ACM Order Number 910122.}
    }
  • [PDF] P. Koch, B. Bischl, O. Flasch, T. Bartz-Beielstein, C. Weihs, and W. Konen, “Tuning and evolution of support vector kernels,” Evolutionary intelligence, vol. 5, iss. 3, pp. 153-170, 2012.
    [Bibtex]
    @article{Koch12b,
    author = {Koch, Patrick and Bischl, Bernd and Flasch, Oliver and Bartz-Beielstein, Thomas and Weihs, Claus and Konen, Wolfgang},
    title = {{Tuning and evolution of support vector kernels}},
    journal = {Evolutionary Intelligence},
    year = {2012},
    volume = {5},
    number = {3},
    pages = {153--170}
    }
  • T. Bartz-Beielstein, M. Zaefferer, and B. Naujoks, “GECCO 2013: Tutorial Proposal How to create meaningful and generalizable results,” 2012.
    [Bibtex]
    @techreport{Bart12v,
    author = {Bartz-Beielstein, Thomas and Zaefferer, Martin and Naujoks, Boris},
    title = {{GECCO 2013: Tutorial Proposal How to create meaningful and generalizable results}},
    year = {2012},
    month = nov
    }
  • G. Ochoa, M. Preuss, T. Bartz-Beielstein, and M. Schoenauer, “Editorial for the Special Issue on Automated Design and Assessment of Heuristic Search Methods,” Evolutionary computation, vol. 20, iss. 2, pp. 161-163, 2012.
    [Bibtex]
    @article{Ocho12a,
    author = {Ochoa, Gabriela and Preuss, Mike and Bartz-Beielstein, Thomas and Schoenauer, Marc},
    title = {{Editorial for the Special Issue on Automated Design and Assessment of Heuristic Search Methods}},
    journal = {Evolutionary Computation},
    year = {2012},
    volume = {20},
    number = {2},
    pages = {161--163},
    month = nov,
    annote = {doi: 10.1162/EVCO{_}e{_}00071}
    }
  • [PDF] M. Friese, T. Bartz-Beielstein, K. Vladislavleva, O. Flasch, O. Mersmann, B. Naujoks, M. Zaefferer, and J. Stork, “Ensemble-Based Model Selection for Smart Metering Data,” in Proceedings 22. workshop computational intelligence, 2012, pp. 215-228.
    [Bibtex]
    @inproceedings{Frie12c,
    author = {Friese, Martina and Bartz-Beielstein, Thomas and Vladislavleva, Katya and Flasch, Oliver and Mersmann, Olaf and Naujoks, Boris and Zaefferer, Martin and Stork, J{\"o}rg},
    title = {{Ensemble-Based Model Selection for Smart Metering Data}},
    booktitle = {Proceedings 22. Workshop Computational Intelligence},
    year = {2012},
    editor = {Hoffmann, Frank and H{\"u}llermeier, Eyke},
    pages = {215--228},
    organization = {Institut f{\"u}r Angewandte Informatik/Automatisierungstechnik am Karlsruher Institut f{\"u}r Technologie},
    publisher = {KIT Scientific Publishing}
    }
  • [PDF] M. Zaefferer, T. Bartz-Beielstein, B. Naujoks, T. Wagner, and M. Emmeric, “Model-assisted Multi-criteria Tuning of an Event Detection Software under Limited Budgets,” 2012.
    [Bibtex]
    @techreport{Zaef12e,
    author = {Zaefferer, Martin and Bartz-Beielstein, Thomas and Naujoks, Boris and Wagner, Tobias and Emmeric, Michael},
    title = {{Model-assisted Multi-criteria Tuning of an Event Detection Software under Limited Budgets}},
    year = {2012},
    month = oct
    }
  • [PDF] O. Flasch and T. Bartz-Beielstein, “Towards a Framework for the Empirical Analysis of Genetic Programming System Performance,” , Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany 2012.
    [Bibtex]
    @techreport{Flas12a,
    author = {Flasch, Oliver and Bartz-Beielstein, Thomas},
    title = {{Towards a Framework for the Empirical Analysis of Genetic Programming System Performance}},
    year = {2012},
    address = {Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany},
    month = may
    }
  • [PDF] T. Bartz-Beielstein, “BRAGFOST’12 Presentation: Design of Experiments and Sequential Parameter Optimization,” 2012.
    [Bibtex]
    @techreport{Bart12t,
    author = {Bartz-Beielstein, Thomas},
    title = {{BRAGFOST'12 Presentation: Design of Experiments and Sequential Parameter Optimization}},
    year = {2012},
    month = nov
    }
  • [PDF] T. Bartz-Beielstein, “Research Topics in Sequential Parameter Optimization,” 2012.
    [Bibtex]
    @techreport{Bart12g,
    author = {Bartz-Beielstein, T},
    title = {{Research Topics in Sequential Parameter Optimization}},
    year = {2012},
    month = may
    }
  • [PDF] M. Friese, T. Bartz-Beielstein, K. Vladislavleva, O. Flasch, O. Mersmann, B. Naujoks, J. Stork, and M. Zaefferer, “Ensemble-Based Model Selection for Smart Metering Data (Abstract),” 2012.
    [Bibtex]
    @techreport{Frie12a,
    author = {Friese, Martina and Bartz-Beielstein, Thomas and Vladislavleva, Katya and Flasch, Oliver and Mersmann, Olaf and Naujoks, Boris and Stork, J{\"o}rg and Zaefferer, Martin},
    title = {{Ensemble-Based Model Selection for Smart Metering Data (Abstract)}},
    year = {2012}
    }
  • [PDF] M. Zaefferer, T. Bartz-Beielstein, M. Friese, B. Naujoks, and O. Flasch, “Multi-Criteria Optimization for Hard Problems under Limited Budgets,” in Gecco companion ’12: proceedings of the fourteenth international conference on genetic and evolutionary computation conference companion, Philadelphia, Pennsylvania, USA, 2012, pp. 1451-1452.
    [Bibtex]
    @inproceedings{Zaef12a,
    author = {Zaefferer, Martin and Bartz-Beielstein, Thomas and Friese, Martina and Naujoks, Boris and Flasch, Oliver},
    title = {{Multi-Criteria Optimization for Hard Problems under Limited Budgets}},
    booktitle = {GECCO Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion},
    year = {2012},
    editor = {Soule, Terry and others},
    pages = {1451--1452},
    publisher = {ACM},
    address = {Philadelphia, Pennsylvania, USA},
    month = jul,
    annote = {Distributed at GECCO-2012. ACM Order Number 910122.}
    }
  • [PDF] M. Zaefferer, B. Naujoks, T. Bartz-Beielstein, M. Friese, O. Mersmann, and O. Flasch, “Mehrkriterielle sequentielle Parameteroptimierung für Anwendungsprobleme mit stark limitiertem Budget,” in Proceedings 22. workshop computational intelligence, 2012, pp. 385-400.
    [Bibtex]
    @inproceedings{Zaef12c,
    author = {Zaefferer, Martin and Naujoks, B and Bartz-Beielstein, T and Friese, M and Mersmann, O and Flasch, Oliver},
    title = {{Mehrkriterielle sequentielle Parameteroptimierung f{\"u}r Anwendungsprobleme mit stark limitiertem Budget}},
    booktitle = {Proceedings 22. Workshop Computational Intelligence},
    year = {2012},
    editor = {Hoffmann, Frank and H{\"u}llermeier, Eyke},
    pages = {385--400},
    organization = {Institut f{\"u}r Angewandte Informatik/Automatisierungstechnik am Karlsruher Institut f{\"u}r Technologie},
    publisher = {KIT Scientific Publishing}
    }
  • T. Bartz-Beielstein, “Brazilian-German Frontiers of Science and Technology Symposium — Flash-Talk Presentation,” 2012.
    [Bibtex]
    @techreport{bart12s,
    author = {Bartz-Beielstein, Thomas},
    title = {{Brazilian-German Frontiers of Science and Technology Symposium --- Flash-Talk Presentation}},
    year = {2012},
    month = nov
    }
  • T. Bartz-Beielstein, “Spot Seven,” 2012.
    [Bibtex]
    @techreport{Bart12h,
    author = {Bartz-Beielstein, T},
    title = {{Spot Seven}},
    year = {2012},
    month = may
    }
  • [PDF] T. Bartz-Beielstein, O. Flasch, and M. Zaefferer, “Sequential Parameter Optimization for Symbolic Regression,” in Gecco 2012 symbolic regression and modeling workshop, Philadelphia, Pennsylvania, USA, 2012, pp. 495-496.
    [Bibtex]
    @inproceedings{Flas12b,
    author = {Bartz-Beielstein, Thomas and Flasch, Oliver and Zaefferer, Martin},
    title = {{Sequential Parameter Optimization for Symbolic Regression}},
    booktitle = {GECCO 2012 Symbolic regression and modeling workshop},
    year = {2012},
    editor = {Gustafson, Steven and Vladislavleva, Ekaterina},
    pages = {495--496},
    publisher = {ACM},
    address = {Philadelphia, Pennsylvania, USA},
    month = jul,
    annote = {Also known as 2330861 Distributed at GECCO-2012. ACM Order Number 910122.}
    }

2011

  • [PDF] W. Konen, P. Koch, O. Flasch, T. Bartz-Beielstein, M. Friese, and B. Naujoks, “Tuned Data Mining: A Benchmark Study on Different Tuners,” in Gecco ’11: proceedings of the 13th annual conference on genetic andevolutionary computation, 2011, pp. 1995-2002.
    [Bibtex]
    @inproceedings{Kone11d,
    author = {Konen, Wolfgang and Koch, Patrick and Flasch, Oliver and Bartz-Beielstein, Thomas and Friese, Martina and Naujoks, Boris},
    title = {{Tuned Data Mining: A Benchmark Study on Different Tuners}},
    booktitle = {GECCO '11: Proceedings of the 13th Annual Conference on Genetic andEvolutionary Computation},
    year = {2011},
    editor = {Krasnogor, Natalio},
    pages = {1995--2002}
    }
  • [PDF] P. Koch, B. Bischl, O. Flasch, T. Bartz-Beielstein, and W. Konen, “On the Tuning and Evolution of Support Vector Kernels,” , Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science 2011.
    [Bibtex]
    @techreport{Koch11a,
    author = {Koch, Patrick and Bischl, Bernd and Flasch, Oliver and Bartz-Beielstein, Thomas and Konen, Wolfgang},
    title = {{On the Tuning and Evolution of Support Vector Kernels}},
    year = {2011},
    address = {Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science},
    month = mar
    }
  • [PDF] W. Konen, P. Koch, O. Flasch, T. Bartz-Beielstein, M. Friese, and B. Naujoks, “Preprint: Tuned Data Mining: A Benchmark Study on Different Tuners,” 2011.
    [Bibtex]
    @techreport{Kone11b,
    author = {Konen, Wolfgang and Koch, Patrick and Flasch, Oliver and Bartz-Beielstein, Thomas and Friese, Martina and Naujoks, Boris},
    title = {{Preprint: Tuned Data Mining: A Benchmark Study on Different Tuners}},
    year = {2011},
    month = feb
    }
  • T. Bartz-Beielstein and M. Preuss, “Automatic and interactive tuning of algorithms,” in Gecco (companion), New York, New York, USA, 2011, pp. 1361-1380.
    [Bibtex]
    @inproceedings{Bart11g,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Automatic and interactive tuning of algorithms}},
    booktitle = {GECCO (Companion)},
    year = {2011},
    pages = {1361--1380},
    publisher = {ACM Press},
    address = {New York, New York, USA}
    }
  • [PDF] P. Koch, W. Konen, B. Naujoks, O. Flasch, M. Friese, M. Zaefferer, and T. Bartz-Beielstein, “Tuned Data Mining in R,” in Proceedings 21. workshop computational intelligence, 2011, pp. 147-160.
    [Bibtex]
    @inproceedings{Koch11b,
    author = {Koch, Patrick and Konen, Wolfgang and Naujoks, Boris and Flasch, Oliver and Friese, Martina and Zaefferer, Martin and Bartz-Beielstein, Thomas},
    title = {{Tuned Data Mining in R}},
    booktitle = {Proceedings 21. Workshop Computational Intelligence},
    year = {2011},
    editor = {Hoffmann, F and H{\"u}llermeier, E},
    pages = {147--160},
    publisher = {Universit{\"a}tsverlag Karlsruhe}
    }
  • [PDF] T. Bartz-Beielstein and M. Zaefferer, “SPOT Package Vignette,” 2011.
    [Bibtex]
    @techreport{Bart11m,
    author = {Bartz-Beielstein, Thomas and Zaefferer, Martin},
    title = {{SPOT Package Vignette}},
    year = {2011}
    }
  • [PDF] T. Bartz-Beielstein and M. Friese, “Sequential Parameter Optimization and Optimal Computational Budget Allocation for Noisy Optimization Problems,” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2011.
    [Bibtex]
    @techreport{Bart11a,
    author = {Bartz-Beielstein, Thomas and Friese, Martina},
    title = {{Sequential Parameter Optimization and Optimal Computational Budget Allocation for Noisy Optimization Problems}},
    year = {2011},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = jan
    }
  • [PDF] O. Flasch, T. Bartz-Beielstein, D. B. 1, W. Kantschik, and C. von Strachwitz, “Results of the GECCO 2011 Industrial Challenge: Optimizing Foreign Exchange Trading Strategies,” , Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science 2011.
    [Bibtex]
    @techreport{Flas11a,
    author = {Flasch, Oliver and Bartz-Beielstein, Thomas and 1, Daniel Bicker and Kantschik, Wolfgang and von Strachwitz, Christian},
    title = {{Results of the GECCO 2011 Industrial Challenge: Optimizing Foreign Exchange Trading Strategies}},
    year = {2011},
    address = {Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science},
    month = dec
    }
  • [PDF] T. Bartz-Beielstein, M. Friese, M. Zaefferer, B. Naujoks, O. Flasch, W. Konen, and P. Koch, “Noisy optimization with sequential parameter optimization and optimal computational budget allocation,” in Proceedings of the 13th annual conference companion on genetic and evolutionary computation, New York, NY, USA, 2011, pp. 119-120.
    [Bibtex]
    @inproceedings{Bart11b,
    author = {Bartz-Beielstein, Thomas and Friese, Martina and Zaefferer, Martin and Naujoks, Boris and Flasch, Oliver and Konen, Wolfgang and Koch, Patrick},
    title = {{Noisy optimization with sequential parameter optimization and optimal computational budget allocation}},
    booktitle = {Proceedings of the 13th annual conference companion on Genetic and evolutionary computation},
    year = {2011},
    pages = {119--120},
    publisher = {ACM},
    address = {New York, NY, USA}
    }
  • [PDF] M. Friese, M. Zaefferer, T. Bartz-Beielstein, O. Flasch, P. Koch, W. Konen, and B. Naujoks, “Ensemble-Based Optimization and Tuning Algorithms,” in Proceedings 21. workshop computational intelligence, 2011, pp. 119-134.
    [Bibtex]
    @inproceedings{Frie11a,
    author = {Friese, Martina and Zaefferer, Martin and Bartz-Beielstein, Thomas and Flasch, Oliver and Koch, Patrick and Konen, Wolfgang and Naujoks, Boris},
    title = {{Ensemble-Based Optimization and Tuning Algorithms}},
    booktitle = {Proceedings 21. Workshop Computational Intelligence},
    year = {2011},
    editor = {Hoffmann, F and H{\"u}llermeier, E},
    pages = {119--134},
    publisher = {Universit{\"a}tsverlag Karlsruhe}
    }
  • T. Bartz-Beielstein, “Ensemble based optimization and tuning algorithms. Guest Lecture at Mid-Sweden University,” 2011.
    [Bibtex]
    @techreport{Bart11f,
    author = {Bartz-Beielstein, T},
    title = {{Ensemble based optimization and tuning algorithms. Guest Lecture at Mid-Sweden University}},
    year = {2011},
    month = oct
    }
  • [PDF] T. Bartz-Beielstein, M. Friese, O. Flasch, W. Konen, P. Koch, and B. Naujoks, “Ensemble-Based Modeling,” , Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science 2011.
    [Bibtex]
    @techreport{Bart11e,
    author = {Bartz-Beielstein, Thomas and Friese, Martina and Flasch, Oliver and Konen, Wolfgang and Koch, Patrick and Naujoks, Boris},
    title = {{Ensemble-Based Modeling}},
    year = {2011},
    address = {Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science},
    month = jun
    }
  • T. Bartz-Beielstein, “RGP – Statistical Analysis (Working Paper),” 2011.
    [Bibtex]
    @techreport{Bart11n,
    author = {Bartz-Beielstein, T},
    title = {{RGP - Statistical Analysis (Working Paper)}},
    year = {2011}
    }

2010

  • [PDF] O. Flasch, T. Bartz-Beielstein, P. Koch, and W. Konen, “Clustering Based Niching for Genetic Programming in the R Environment,” in Proceedings 20. workshop computational intelligence, 2010, pp. 33-46.
    [Bibtex]
    @inproceedings{Flas10f,
    author = {Flasch, O and Bartz-Beielstein, Thomas and Koch, P and Konen, W},
    title = {{Clustering Based Niching for Genetic Programming in the R Environment}},
    booktitle = {Proceedings 20. Workshop Computational Intelligence},
    year = {2010},
    editor = {Hoffmann, F and H{\"u}llermeier, E},
    pages = {33--46},
    publisher = {Universit{\"a}tsverlag Karlsruhe}
    }
  • [PDF] T. Bartz-Beielstein, “Writing Interfaces for the Sequential Parameter Optimization ToolboxSPOT,” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2010.
    [Bibtex]
    @techreport{Bart10n,
    author = {Bartz-Beielstein, Thomas},
    title = {{Writing Interfaces for the Sequential Parameter Optimization ToolboxSPOT}},
    year = {2010},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = jul
    }
  • [PDF] T. Bartz-Beielstein, “Sequential Parameter Optimization—An Annotated Bibliography,” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2010.
    [Bibtex]
    @techreport{Bart10b,
    author = {Bartz-Beielstein, Thomas},
    title = {{Sequential Parameter Optimization---An Annotated Bibliography}},
    year = {2010},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = apr
    }
  • O. Flasch, O. Mersmann, and T. Bartz-Beielstein, “RGP: An Open Source Genetic Programming System for the R Environment,” in Genetic and evolutionary computation conference, gecco 2010, proceedings, portland, oregon, 2010, pp. 2071-2072.
    [Bibtex]
    @inproceedings{Flas10d,
    author = {Flasch, Oliver and Mersmann, Olaf and Bartz-Beielstein, Thomas},
    title = {{RGP: An Open Source Genetic Programming System for the R Environment}},
    booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon},
    year = {2010},
    editor = {Pelikan, Martin and Branke, J{\"u}rgen},
    pages = {2071--2072},
    publisher = {ACM}
    }
  • [PDF] T. Bartz-Beielstein, “Performing Meta Experiments Using the Sequential Parameter Optimization Toolbox SPOT,” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2010.
    [Bibtex]
    @techreport{Bart10o,
    author = {Bartz-Beielstein, Thomas},
    title = {{Performing Meta Experiments Using the Sequential Parameter Optimization Toolbox SPOT}},
    year = {2010},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = aug
    }
  • [PDF] “Proceedings of Workshop on Experimental Methods for the Assessment of Computational Systems joint to PPSN2010,” in Proceedings of workshop on experimental methods for the assessment of computational systems joint to ppsn2010, 2010.
    [Bibtex]
    @inproceedings{Bart10h,
    title = {{Proceedings of Workshop on Experimental Methods for the Assessment of Computational Systems joint to PPSN2010}},
    booktitle = {Proceedings of Workshop on Experimental Methods for the Assessment of Computational Systems joint to PPSN2010},
    year = {2010},
    editor = {Bartz-Beielstein, T and Chiarandini, M and Paquete, L and Preuss, M}
    }
  • T. Bartz-Beielstein, “Experimental Analysis of Optimization Algorithms. International Workshop on Nature Inspired Computation and Applications,” 2010.
    [Bibtex]
    @techreport{Bart10g,
    author = {Bartz-Beielstein, Thomas},
    title = {{Experimental Analysis of Optimization Algorithms. International Workshop on Nature Inspired Computation and Applications}},
    year = {2010},
    month = Oktober
    }
  • [PDF] O. Flasch, T. Bartz-Beielstein, A. Davtyan, P. Koch, W. Konen, T. D. Oyetoyan, and M. Tamutan, “Comparing Computational Intelligence Methods for Prediction Models in Environmental Engineering (Preprint),” , Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany 2010.
    [Bibtex]
    @techreport{Flas10a,
    author = {Flasch, Oliver and Bartz-Beielstein, Thomas and Davtyan, Artur and Koch, Patrick and Konen, Wolfgang and Oyetoyan, Tosin Daniel and Tamutan, Michael},
    title = {{Comparing Computational Intelligence Methods for Prediction Models in Environmental Engineering (Preprint)}},
    year = {2010},
    address = {Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany},
    month = feb
    }
  • T. Bartz-Beielstein and M. Preuss, “Tuning and experimental analysis in evolutionary computation: what we still have wrong,” in Gecco (companion), New York, New York, USA, 2010, pp. 2625-2646.
    [Bibtex]
    @inproceedings{Bart10i,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Tuning and experimental analysis in evolutionary computation: what we still have wrong}},
    booktitle = {GECCO (Companion)},
    year = {2010},
    editor = {Pelikan, Martin and Branke, J{\"u}rgen},
    pages = {2625--2646},
    publisher = {ACM},
    address = {New York, New York, USA}
    }
  • [PDF] T. Bartz-Beielstein, “Performing Experiments Using the Sequential Parameter Optimization Toolbox SPOT,” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2010.
    [Bibtex]
    @techreport{Bart10m,
    author = {Bartz-Beielstein, Thomas},
    title = {{Performing Experiments Using the Sequential Parameter Optimization Toolbox SPOT}},
    year = {2010},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = jul
    }
  • Experimental Methods for the Analysis of Optimization Algorithms, T. Bartz-Beielstein, M. Chiarandini, L. Paquete, and M. Preuss, Eds., Berlin, Heidelberg, New York: Springer, 2010.
    [Bibtex]
    @book{Bart09a,
    editor = {Bartz-Beielstein, Thomas and Chiarandini, Marco and Paquete, Luis and Preuss, Mike},
    title = {{Experimental Methods for the Analysis of Optimization Algorithms}},
    publisher = {Springer},
    year = {2010},
    address = {Berlin, Heidelberg, New York}
    }
  • [PDF] W. Konen, P. Koch, O. Flasch, and T. Bartz-Beielstein, “Parameter-Tuned Data Mining: A General Framework,” in Proceedings 20. workshop computational intelligence, 2010.
    [Bibtex]
    @inproceedings{Kone10a,
    author = {Konen, Wolfgang and Koch, Patrick and Flasch, Oliver and Bartz-Beielstein, Thomas},
    title = {{Parameter-Tuned Data Mining: A General Framework}},
    booktitle = {Proceedings 20. Workshop Computational Intelligence},
    year = {2010},
    editor = {Hoffmann, F and H{\"u}llermeier, E},
    publisher = {Universit{\"a}tsverlag Karlsruhe}
    }
  • [PDF] F. Hutter, T. Bartz-Beielstein, H. Hoos, K. Leyton-Brown, and K. P. Murphy, “Sequential Model-Based Parameter Optimisation: an Experimental Investigation of Automated and Interactive Approaches,” in Experimental methods for the analysis of optimization algorithms, T. Bartz-Beielstein, M. Chiarandini, L. Paquete, and M. Preuss, Eds., Berlin, Heidelberg, New York: Springer, 2010, pp. 361-414.
    [Bibtex]
    @incollection{Hutt09a,
    author = {Hutter, Frank and Bartz-Beielstein, Thomas and Hoos, Holger and Leyton-Brown, Kevin and Murphy, Kevin P},
    title = {{Sequential Model-Based Parameter Optimisation: an Experimental Investigation of Automated and Interactive Approaches}},
    booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
    year = {2010},
    editor = {Bartz-Beielstein, Thomas and Chiarandini, Marco and Paquete, Luis and Preuss, Mike},
    pages = {361--414},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }
  • [PDF] P. Koch, W. Konen, O. Flasch, and T. Bartz-Beielstein, “Optimization of Support Vector Regression Models for Stormwater Prediction,” in Proceedings 20. workshop computational intelligence, 2010, pp. 146-160.
    [Bibtex]
    @inproceedings{Koch10c,
    author = {Koch, Patrick and Konen, Wolfgang and Flasch, Oliver and Bartz-Beielstein, Thomas},
    title = {{Optimization of Support Vector Regression Models for Stormwater Prediction}},
    booktitle = {Proceedings 20. Workshop Computational Intelligence},
    year = {2010},
    editor = {Hoffmann, F and H{\"u}llermeier, E},
    pages = {146--160},
    publisher = {Universit{\"a}tsverlag Karlsruhe}
    }
  • [PDF] J. Ziegenhirt, T. Bartz-Beielstein, O. Flasch, W. Konen, and M. Zaefferer, “Optimization of Biogas Production with Computational Intelligence—A Comparative Study,” in Proc. 2010 congress on evolutionary computation (cec’10) within ieee world congress on computational intelligence (wcci’10), barcelona, spain, Piscataway NJ, 2010, pp. 3606-3613.
    [Bibtex]
    @inproceedings{Zieg10b,
    author = {Ziegenhirt, J{\"o}rg and Bartz-Beielstein, Thomas and Flasch, Oliver and Konen, Wolfgang and Zaefferer, Martin},
    title = {{Optimization of Biogas Production with Computational Intelligence---A Comparative Study}},
    booktitle = {Proc. 2010 Congress on Evolutionary Computation (CEC'10) within IEEE World Congress on Computational Intelligence (WCCI'10), Barcelona, Spain},
    year = {2010},
    editor = {Fogel, Gary et al},
    pages = {3606--3613},
    publisher = {IEEE Press},
    address = {Piscataway NJ}
    }
  • [PDF] T. Bartz-Beielstein, M. Preuss, K. Schmitt, and H. Schwefel, “Challenges for Contemporary Evolutionary Algorithms,” 2010.
    [Bibtex]
    @techreport{Bart10j,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike and Schmitt, Karlheinz and Schwefel, Hans--Paul},
    title = {{Challenges for Contemporary Evolutionary Algorithms}},
    year = {2010},
    month = may
    }
  • J. Mehnen and T. Bartz-Beielstein, “Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO 2010),” , 2010.
    [Bibtex]
    @webpage{Mehn10a,
    author = {Mehnen, J{\"o}rn and Bartz-Beielstein, Thomas},
    title = {{Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO 2010)}},
    year = {2010},
    url = {http://www.sigevo.org/gecco-2010/ecp.html}
    }
  • [PDF] T. Bartz-Beielstein, “SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization,” Arxiv e-prints, 2010.
    [Bibtex]
    @article{Bart10w,
    author = {Bartz-Beielstein, T},
    title = {{SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization}},
    journal = {ArXiv e-prints},
    year = {2010},
    month = jun
    }
  • [PDF] T. Bartz-Beielstein, M. Preuss, and H. Schwefel, “Model Optimization with Evolutionary Algorithms,” in Emergence, analysis, and evolution of structures—concepts and strategies across disciplines, K. Lucas and P. Roosen, Eds., Berlin, Heidelberg, New York: Springer, 2010, pp. 47-62.
    [Bibtex]
    @incollection{Bart10f,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike and Schwefel, Hans--Paul},
    title = {{Model Optimization with Evolutionary Algorithms}},
    booktitle = {Emergence, Analysis, and Evolution of Structures---Concepts and Strategies Across Disciplines},
    year = {2010},
    editor = {Lucas, K and Roosen, P},
    pages = {47--62},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }
  • T. Bartz-Beielstein, “Automatic and Interactive Tuning of Algorithms—The Sequential Parameter Optimization Toolbox (Invited talk),” 2010.
    [Bibtex]
    @techreport{Bart10u,
    author = {Bartz-Beielstein, Thomas},
    title = {{Automatic and Interactive Tuning of Algorithms---The Sequential Parameter Optimization Toolbox (Invited talk)}},
    year = {2010},
    month = dec
    }
  • Tuning and Statistical Analysis of Optimization Algorithms – The Sequential Parameter Optimization Toolbox (Tutorial), 2010.
    [Bibtex]
    @proceedings{Bart10s,
    title = {{Tuning and Statistical Analysis of Optimization Algorithms - The Sequential Parameter Optimization Toolbox (Tutorial)}},
    year = {2010},
    annote = {Invited Talk: The 2010 International Workshop on Nature Inspired Computation and Applications (IWNICA)}
    }
  • [PDF] J. Ziegenhirt, T. Bartz-Beielstein, O. Flasch, W. Konen, and M. Zaefferer, “Optimization of Biogas Production with Computational Intelligence – A Comparative Study (Preprint),” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2010.
    [Bibtex]
    @techreport{Zieg10a,
    author = {Ziegenhirt, J{\"o}rg and Bartz-Beielstein, Thomas and Flasch, Oliver and Konen, Wolfgang and Zaefferer, Martin},
    title = {{Optimization of Biogas Production with Computational Intelligence - A Comparative Study (Preprint)}},
    year = {2010},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = mar
    }
  • O. Flasch, T. Bartz-Beielstein, A. Davtyan, P. Koch, W. Konen, T. D. Oyetoyan, and M. Tamutan, “Comparing CI Methods for Prediction Models in Environmental Engineering,” in Proc. 2010 congress on evolutionary computation (cec’10) within ieee world congress on computational intelligence (wcci’10), barcelona, spain, Piscataway NJ, 2010.
    [Bibtex]
    @inproceedings{Flas10c,
    author = {Flasch, Oliver and Bartz-Beielstein, Thomas and Davtyan, Artur and Koch, Patrick and Konen, Wolfgang and Oyetoyan, Tosin Daniel and Tamutan, Michael},
    title = {{Comparing CI Methods for Prediction Models in Environmental Engineering}},
    booktitle = {Proc. 2010 Congress on Evolutionary Computation (CEC'10) within IEEE World Congress on Computational Intelligence (WCCI'10), Barcelona, Spain},
    year = {2010},
    editor = {et al Fogel, G},
    publisher = {IEEE Press},
    address = {Piscataway NJ}
    }
  • T. Bartz-Beielstein, O. Flasch, P. Koch, and W. Konen, “SPOT: A Toolbox for Interactive and Automatic Tuning in the R Environment,” in Proceedings 20. workshop computational intelligence, 2010, pp. 264-273.
    [Bibtex]
    @inproceedings{Bart10p,
    author = {Bartz-Beielstein, Thomas and Flasch, O and Koch, P and Konen, W},
    title = {{SPOT: A Toolbox for Interactive and Automatic Tuning in the R Environment}},
    booktitle = {Proceedings 20. Workshop Computational Intelligence},
    year = {2010},
    editor = {Hoffmann, F and H{\"u}llermeier, E},
    pages = {264--273},
    publisher = {Universit{\"a}tsverlag Karlsruhe}
    }
  • [PDF] T. Bartz-Beielstein, O. Flasch, P. Koch, and W. Konen, “SPOT: A Toolbox for Interactive and Automatic Tuning of SearchHeuristics andSimulation Models in the R Environment,” 2010.
    [Bibtex]
    @techreport{Bart10q,
    author = {Bartz-Beielstein, Thomas and Flasch, Oliver and Koch, Patrick and Konen, Wolfgang},
    title = {{SPOT: A Toolbox for Interactive and Automatic Tuning of SearchHeuristics andSimulation Models in the R Environment}},
    year = {2010}
    }
  • [PDF] O. Flasch, T. Bartz-Beielstein, A. Davtyan, P. Koch, W. Konen, T. D. Oyetoyan, and M. Tamutan, “Comparing SPO-tuned GP and NARX prediction models for stormwater tank fill level prediction,” in Proc. ieee congress evolutionary computation (cec), 2010, pp. 1579-1586.
    [Bibtex]
    @inproceedings{Flas10e,
    author = {Flasch, O and Bartz-Beielstein, Thomas and Davtyan, A and Koch, P and Konen, W and Oyetoyan, T D and Tamutan, M},
    title = {{Comparing SPO-tuned GP and NARX prediction models for stormwater tank fill level prediction}},
    booktitle = {Proc. IEEE Congress Evolutionary Computation (CEC)},
    year = {2010},
    editor = {Fogel, Gary et al},
    pages = {1579--1586},
    publisher = {IEEE}
    }
  • [PDF] T. Bartz-Beielstein, “SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization,” , Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science 2010.
    [Bibtex]
    @techreport{Bart10e,
    author = {Bartz-Beielstein, Thomas},
    title = {{SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization}},
    year = {2010},
    address = {Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science},
    month = jun,
    annote = {Comments: Related software can be downloaded from http://cran.r-project.org/web/packages/SPOT/index.html}
    }
  • [PDF] T. Bartz-Beielstein, C. Lasarczyk, and M. Preuss, “The Sequential Parameter Optimization Toolbox,” in Experimental methods for the analysis of optimization algorithms, T. Bartz-Beielstein, M. Chiarandini, L. Paquete, and M. Preuss, Eds., Berlin, Heidelberg, New York: Springer, 2010, pp. 337-360.
    [Bibtex]
    @incollection{Bart09f,
    author = {Bartz-Beielstein, Thomas and Lasarczyk, Christian and Preuss, Mike},
    title = {{The Sequential Parameter Optimization Toolbox}},
    booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
    year = {2010},
    editor = {Bartz-Beielstein, Thomas and Chiarandini, Marco and Paquete, Luis and Preuss, Mike},
    pages = {337--360},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }
  • [PDF] T. Bartz-Beielstein and M. Preuss, “The Future of Experimental Research,” in Experimental methods for the analysis of optimization algorithms, T. Bartz-Beielstein, M. Chiarandini, L. Paquete, and M. Preuss, Eds., Berlin, Heidelberg, New York: Springer, 2010, pp. 17-46.
    [Bibtex]
    @incollection{Bart09e,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{The Future of Experimental Research}},
    booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
    year = {2010},
    editor = {Bartz-Beielstein, Thomas and Chiarandini, Marco and Paquete, Luis and Preuss, Mike},
    pages = {17--46},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }
  • [PDF] P. Koch, W. Konen, O. Flasch, and T. Bartz-Beielstein, “Optimizing Support Vector Machines for Stormwater Prediction,” in Proceedings of workshop on experimental methods for the assessment of computational systems joint to ppsn2010, TU Dortmund, 2010, pp. 47-59.
    [Bibtex]
    @inproceedings{Koch10b,
    author = {Koch, Patrick and Konen, Wolfgang and Flasch, Oliver and Bartz-Beielstein, Thomas},
    title = {{Optimizing Support Vector Machines for Stormwater Prediction}},
    booktitle = {Proceedings of Workshop on Experimental Methods for the Assessment of Computational Systems joint to PPSN2010},
    year = {2010},
    editor = {Bartz-Beielstein, T and Chiarandini, M and Paquete, L and Preuss, M},
    pages = {47--59},
    address = {TU Dortmund}
    }
  • T. Bartz-Beielstein and M. Preuss, “Tuning and experimental analysis in evolutionary computation: what we still have wrong (Tutorial),” 2010.
    [Bibtex]
    @techreport{Bart10v,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Tuning and experimental analysis in evolutionary computation: what we still have wrong (Tutorial)}},
    year = {2010},
    month = jul
    }
  • [PDF] T. Bartz-Beielstein, M. Chiarandini, L. Paquete, and M. Preuss, “Introduction—Experimental Methods for the Analysis of Optimization Algorithms,” in Experimental methods for the analysis of optimization algorithms, T. Bartz-Beielstein, M. Chiarandini, L. Paquete, and M. Preuss, Eds., Berlin, Heidelberg, New York: Springer, 2010, pp. 1-13.
    [Bibtex]
    @incollection{Bart10d,
    author = {Bartz-Beielstein, Thomas and Chiarandini, Marco and Paquete, Luis and Preuss, Mike},
    title = {{Introduction---Experimental Methods for the Analysis of Optimization Algorithms}},
    booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
    year = {2010},
    editor = {Bartz-Beielstein, Thomas and Chiarandini, Marco and Paquete, Luis and Preuss, Mike},
    pages = {1--13},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }

2009

  • [PDF] O. Flasch and T. Bartz-Beielstein, “Sequential parameter optimization applied to evolutionary strategies for portfolio optimization,” 2009.
    [Bibtex]
    @techreport{Flas09b,
    author = {Flasch, Oliver and Bartz-Beielstein, Thomas},
    title = {{Sequential parameter optimization applied to evolutionary strategies for portfolio optimization}},
    year = {2009},
    month = oct
    }
  • W. Konen, T. Zimmer, and T. Bartz-Beielstein, “Optimized Modelling of Fill Levels in Stormwater Tanks Using CI-based Parameter Selection Schemes (in german),” At-automatisierungstechnik, vol. 57, iss. 3, pp. 155-166, 2009.
    [Bibtex]
    @article{Kone09b,
    author = {Konen, W and Zimmer, T and Bartz-Beielstein, T},
    title = {{Optimized Modelling of Fill Levels in Stormwater Tanks Using CI-based Parameter Selection Schemes (in german)}},
    journal = {at-Automatisierungstechnik},
    year = {2009},
    volume = {57},
    number = {3},
    pages = {155--166},
    annote = {original title: Optimierte Modellierung von F{\"u}llst{\"a}nden in Regen{\"u}berlaufbecken mittels CI-basierter Parameterselektion}
    }
  • [PDF] C. Stoean, M. Preuss, T. Bartz-Beielstein, and R. Stoean, “A New Clustering-Based Evolutionary Algorithm for Real-Valued Multimodal Optimization,” , TU Dortmund, Dortmund, Germany 2009.
    [Bibtex]
    @techreport{Stoe09a,
    author = {Stoean, Catalin and Preuss, Mike and Bartz-Beielstein, Thomas and Stoean, Ruxandra},
    title = {{A New Clustering-Based Evolutionary Algorithm for Real-Valued Multimodal Optimization}},
    year = {2009},
    address = {TU Dortmund, Dortmund, Germany}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation–The Future of Experimental Research (Tutorial GECCO 2009),” 2009.
    [Bibtex]
    @techreport{BP09a,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation--The Future of Experimental Research (Tutorial GECCO 2009)}},
    year = {2009},
    month = jul
    }
  • [PDF] Sequential Parameter OptimizationDagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum fuer Informatik, Germany, 2009.
    [Bibtex]
    @proceedings{Bart09c,
    title = {{Sequential Parameter Optimization}},
    year = {2009},
    publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany},
    address = {Dagstuhl, Germany},
    annote = {Keywords: Optimization, evolutionary algorithms, design of experiments}
    }
  • W. Konen and T. Bartz-Beielstein, “Reinforcement learning for games: failures and successes,” in Gecco ’09: proceedings of the 11th annual conference companion on genetic and evolutionary computation conference, New York, NY, USA, 2009, pp. 2641-2648.
    [Bibtex]
    @inproceedings{Kone09a,
    author = {Konen, Wolfgang and Bartz-Beielstein, Thomas},
    title = {{Reinforcement learning for games: failures and successes}},
    booktitle = {GECCO '09: Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference},
    year = {2009},
    pages = {2641--2648},
    publisher = {ACM},
    address = {New York, NY, USA}
    }
  • T. Bartz-Beielstein, D. Davis, and J. Mehnen, “Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO 2009),” , 2009.
    [Bibtex]
    @webpage{Bart09d,
    author = {Bartz-Beielstein, Thomas and Davis, David and Mehnen, J{\"o}rn},
    title = {{Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO 2009)}},
    year = {2009},
    url = {http://www.isgec.org/gecco-2009/ecp.html}
    }
  • [PDF] R. Stoean, T. Bartz-Beielstein, M. Preuss, and C. Stoean, “A Support Vector Machine-Inspired Evolutionary Approach for Parameter Setting in Metaheuristics,” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2009.
    [Bibtex]
    @techreport{Stoe09b,
    author = {Stoean, Ruxandra and Bartz-Beielstein, Thomas and Preuss, Mike and Stoean, Catalin},
    title = {{A Support Vector Machine-Inspired Evolutionary Approach for Parameter Setting in Metaheuristics}},
    year = {2009},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = jan
    }
  • [PDF] Sequential Parameter OptimizationDagstuhl, Germany: , 2009.
    [Bibtex]
    @proceedings{Bart09c,
    title = {{Sequential Parameter Optimization}},
    year = {2009},
    editor = {Branke, J{\"u}rgen and Nelson, Barry L and Powell, Warren Buckler and Santner, Thomas J},
    address = {Dagstuhl, Germany},
    annote = {Keywords: Optimization, evolutionary algorithms, design of experiments}
    }
  • [PDF] O. Flasch, T. Bartz-Beielstein, P. Koch, and W. Konen, “Genetic Programming Applied to Predictive Control in Environmental Engineering,” in Proceedings 19. workshop computational intelligence, Karlsruhe, 2009, pp. 101-113.
    [Bibtex]
    @inproceedings{Flas09a,
    author = {Flasch, Oliver and Bartz-Beielstein, Thomas and Koch, Patrick and Konen, Wolfgang},
    title = {{Genetic Programming Applied to Predictive Control in Environmental Engineering}},
    booktitle = {Proceedings 19. Workshop Computational Intelligence},
    year = {2009},
    editor = {Hoffmann, Frank and H{\"u}llermeier, Eyke},
    pages = {101--113},
    publisher = {KIT Scientific Publishing},
    address = {Karlsruhe}
    }
  • T. Bartz-Beielstein and M. Preuss, “The future of experimental research,” in Gecco (companion), 2009, pp. 3185-3226.
    [Bibtex]
    @inproceedings{Bart09m,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{The future of experimental research}},
    booktitle = {GECCO (Companion)},
    year = {2009},
    pages = {3185--3226}
    }
  • “Sequential Parameter Optimization,” 2009.
    [Bibtex]
    @techreport{Bart09hLec,
    title = {{Sequential Parameter Optimization}},
    year = {2009}
    }

2008

  • [PDF] T. Bartz-Beielstein, T. Zimmer, and W. Konen, “Parameterselektion für komplexe Modellierungsaufgaben der Wasserwirtschaft — Moderne CI-Verfahren zur Zeitreihenanalyse,” in Proc. 18th workshop computational intelligence, 2008, pp. 136-150.
    [Bibtex]
    @inproceedings{Bart08c,
    author = {Bartz-Beielstein, Thomas and Zimmer, Tobias and Konen, Wolfgang},
    title = {{Parameterselektion f{\"u}r komplexe Modellierungsaufgaben der Wasserwirtschaft -- Moderne CI-Verfahren zur Zeitreihenanalyse}},
    booktitle = {Proc. 18th Workshop Computational Intelligence},
    year = {2008},
    editor = {Mikut, R and Reischl, M},
    pages = {136--150},
    publisher = {Universit{\"a}tsverlag, Karlsruhe}
    }
  • [PDF] W. Konen and T. Bartz-Beielstein, “Reinforcement Learning: Insights from Interesting Failures in Parameter Selection,” in Ppsn’2008: 10th international conference on parallel problem solving from nature, dortmund, Berlin, 2008, pp. 478-487.
    [Bibtex]
    @inproceedings{Kone08a,
    author = {Konen, Wolfgang and Bartz-Beielstein, Thomas},
    title = {{Reinforcement Learning: Insights from Interesting Failures in Parameter Selection}},
    booktitle = {PPSN'2008: 10th International Conference on Parallel Problem Solving From Nature, Dortmund},
    year = {2008},
    editor = {Rudolph, G{\"u}nter et al},
    pages = {478--487},
    publisher = {Springer},
    address = {Berlin},
    month = sep
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation–The Future of Experimental Research ( GECCO Tutorial),” in Gecco (companion), New York, New York, USA, 2008, pp. 2517-2534.
    [Bibtex]
    @inproceedings{BP08alec,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation--The Future of Experimental Research ( GECCO Tutorial)}},
    booktitle = {GECCO (Companion)},
    year = {2008},
    editor = {Ryan, Conor and Keijzer, Maarten},
    pages = {2517--2534},
    organization = {ACM},
    publisher = {Genetic and Evolutionary Computation Conf.{\textasciitilde}(GECCO{\textasciitilde}2008), Atlanta, Georgia, US},
    address = {New York, New York, USA},
    month = jul
    }
  • T. Bartz-Beielstein, “Theory of Evolutionary Algorithms (eingeladene Teilnahme),” 2008.
    [Bibtex]
    @techreport{Bart08lecA,
    author = {Bartz-Beielstein, Thomas},
    title = {{Theory of Evolutionary Algorithms (eingeladene Teilnahme)}},
    year = {2008},
    month = jan
    }
  • [PDF] T. Bartz-Beielstein, C. Lasarczyk, and M. Preuss, “SPOT – Sequential Parameter Optimization Toolbox (Documentation),” , Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science 2008.
    [Bibtex]
    @techreport{Bart08i,
    author = {Bartz-Beielstein, Thomas and Lasarczyk, Christian and Preuss, Mike},
    title = {{SPOT - Sequential Parameter Optimization Toolbox (Documentation)}},
    year = {2008},
    address = {Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science},
    month = jan
    }
  • T. Bartz-Beielstein and W. Konen, “Genetisches Programmieren für Vorhersagemodelle in der Finanzwirtschaft,” 2008.
    [Bibtex]
    @techreport{Bart08g,
    author = {Bartz-Beielstein, Thomas and Konen, Wolfgang},
    title = {{Genetisches Programmieren f{\"u}r Vorhersagemodelle in der Finanzwirtschaft}},
    year = {2008}
    }
  • [PDF] W. Konen and T. Bartz-Beielstein, “Internationaler DATA-MINING-CUP (DMC) mit studentischer Beteiligung des Campus Gummersbach,” 2008.
    [Bibtex]
    @techreport{Kone08d,
    author = {Konen, W and Bartz-Beielstein, T},
    title = {{Internationaler DATA-MINING-CUP (DMC) mit studentischer Beteiligung des Campus Gummersbach}},
    year = {2008}
    }
  • [PDF] T. Bartz-Beielstein and M. Preuss, “Preprint: The Future of Experimental Research (Tutorial),” , Cologne University of Applied Science, Faculty of Computer Science and Engineering Science 2008.
    [Bibtex]
    @techreport{BP08blec,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Preprint: The Future of Experimental Research (Tutorial)}},
    year = {2008},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = sep
    }
  • T. Bartz-Beielstein and W. Konen, “Moderne statistische Verfahren zur Parameteroptimierung und systematischen Modellauswahl,” 2008.
    [Bibtex]
    @techreport{Bart08f,
    author = {Bartz-Beielstein, Thomas and Konen, Wolfgang},
    title = {{Moderne statistische Verfahren zur Parameteroptimierung und systematischen Modellauswahl}},
    year = {2008}
    }
  • [PDF] T. Bartz-Beielstein, C. Lasarczyk, and M. Preu, “SPOT: Sequential Parameter Optimization Toolbox,” 2008.
    [Bibtex]
    @techreport{Bart06f,
    author = {Bartz-Beielstein, Thomas and Lasarczyk, Christian and Preu, Mike},
    title = {{SPOT: Sequential Parameter Optimization Toolbox}},
    year = {2008}
    }
  • [PDF] T. Bartz-Beielstein, “Review: Design and Analysis of Simulation Experiments by Jack P.C. Kleijnen,” Informs computing society news, vol. 2, pp. 11-14, 2008.
    [Bibtex]
    @article{Bart08d,
    author = {Bartz-Beielstein, Thomas},
    title = {{Review: Design and Analysis of Simulation Experiments by Jack P.C. Kleijnen}},
    journal = {INFORMS Computing Society News},
    year = {2008},
    volume = {2},
    pages = {11--14},
    month = aug
    }
  • T. Bartz-Beielstein and M. Preuss, “The Future of Experimental Research (Tutorial),” 2008.
    [Bibtex]
    @techreport{BP08blecD,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{The Future of Experimental Research (Tutorial)}},
    year = {2008},
    month = sep
    }
  • [PDF] W. Konen and T. Bartz-Beielstein, “Reinforcement Learning für strategische Brettspiele,” 2008.
    [Bibtex]
    @techreport{Kone08c,
    author = {Konen, W and Bartz-Beielstein, T},
    title = {{Reinforcement Learning f{\"u}r strategische Brettspiele}},
    year = {2008}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation — The Future of Experimental Research (Tutorial GECCO 2008),” 2008.
    [Bibtex]
    @techreport{BP08alecD,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation -- The Future of Experimental Research (Tutorial GECCO 2008)}},
    year = {2008},
    month = jul
    }
  • [PDF] T. Bartz-Beielstein, “How Experimental Algorithmics Can Benefit from Mayo’s Extensions to Neyman-Pearson Theory of Testing,” Synthese, vol. 163, iss. 3, pp. 385-396, 2008.
    [Bibtex]
    @article{Bart08a,
    author = {Bartz-Beielstein, Thomas},
    title = {{How Experimental Algorithmics Can Benefit from Mayo's Extensions to Neyman-Pearson Theory of Testing}},
    journal = {Synthese},
    year = {2008},
    volume = {163},
    number = {3},
    pages = {385--396}
    }
  • T. Bartz-Beielstein and W. Konen, “Datenanalyse und Prozessoptimierung am Beispiel Kläranlagen,” 2008.
    [Bibtex]
    @techreport{Bart08h,
    author = {Bartz-Beielstein, Thomas and Konen, Wolfgang},
    title = {{Datenanalyse und Prozessoptimierung am Beispiel Kl{\"a}ranlagen}},
    year = {2008}
    }

2007

  • [PDF] M. Preuss and T. Bartz-Beielstein, “Sequential Parameter Optimization Applied to Self-Adaptation for Binary-Coded Evolutionary Algorithms,” in Parameter setting in evolutionary algorithms, F. Lobo, C. Lima, and Z. Michalewicz, Eds., Berlin, Heidelberg, New York: Springer, 2007, pp. 91-120.
    [Bibtex]
    @incollection{Preu07a,
    author = {Preuss, Mike and Bartz-Beielstein, Thomas},
    title = {{Sequential Parameter Optimization Applied to Self-Adaptation for Binary-Coded Evolutionary Algorithms}},
    booktitle = {Parameter Setting in Evolutionary Algorithms},
    year = {2007},
    editor = {Lobo, Fernando and Lima, Claudio and Michalewicz, Zbigniew},
    pages = {91--120},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }
  • [PDF] T. Bartz-Beielstein, M. Bongards, C. Claes, W. Konen, and H. Westenberger, “Datenanalyse und Prozessoptimierung für Kanalnetze und Kläranlagen mit CI-Methoden,” in Proc. 17th workshop computational intelligence, 2007, pp. 132-138.
    [Bibtex]
    @inproceedings{BBKW07a,
    author = {Bartz-Beielstein, Thomas and Bongards, Michael and Claes, Christoph and Konen, Wolfgang and Westenberger, Hartmut},
    title = {{Datenanalyse und Prozessoptimierung f{\"u}r Kanalnetze und Kl{\"a}ranlagen mit CI-Methoden}},
    booktitle = {Proc. 17th Workshop Computational Intelligence},
    year = {2007},
    editor = {Mikut, R and Reischl, M},
    pages = {132--138},
    publisher = {Universit{\"a}tsverlag, Karlsruhe}
    }
  • [PDF] H. Westenberger, W. Konen, and T. Bartz-Beielstein, “Computational Intelligence und Data Mining — Business Intelligence an Hochschulen,” 2007.
    [Bibtex]
    @techreport{West07a,
    author = {Westenberger, H and Konen, W and Bartz-Beielstein, T},
    title = {{Computational Intelligence und Data Mining -- Business Intelligence an Hochschulen}},
    year = {2007}
    }
  • [PDF] W. Konen, T. Bartz-Beielstein, and H. Westenberger, “Computational Intelligence und Data Mining — Datenanalyse und Prozessoptimierung am Beispiel Kläranlagen,” 2007.
    [Bibtex]
    @techreport{Kone07a,
    author = {Konen, W and Bartz-Beielstein, T and Westenberger, H},
    title = {{Computational Intelligence und Data Mining -- Datenanalyse und Prozessoptimierung am Beispiel Kl{\"a}ranlagen}},
    year = {2007}
    }
  • “Hybrid Metaheuristics, 4th International Workshop, HM 2007, Dortmund, Germany, October 8-9, 2007, Proceedings,” in Hybrid metaheuristics, 2007.
    [Bibtex]
    @inproceedings{Bart07a,
    title = {{Hybrid Metaheuristics, 4th International Workshop, HM 2007, Dortmund, Germany, October 8-9, 2007, Proceedings}},
    booktitle = {Hybrid Metaheuristics},
    year = {2007},
    editor = {Bartz-Beielstein, Thomas and Aguilera, Mar '{\i}a J Blesa and Blum, Christian and Naujoks, Boris and Roli, Andrea and Rudolph, G{\"u}nter and Sampels, Michael},
    publisher = {Springer}
    }
  • [PDF] J. Mehnen, T. Michelitsch, C. Lasarczyk, and T. Bartz-Beielstein, “Multi-objective evolutionary design of mold temperature control using DACE for parameter optimization,” International journal of applied electromagnetics and mechanics, vol. 25, iss. 1–4, pp. 661-667, 2007.
    [Bibtex]
    @article{MMLB07a,
    author = {Mehnen, J{\"o}rn and Michelitsch, Thomas and Lasarczyk, Christian and Bartz-Beielstein, Thomas},
    title = {{Multi-objective evolutionary design of mold temperature control using DACE for parameter optimization}},
    journal = {International Journal of Applied Electromagnetics and Mechanics},
    year = {2007},
    volume = {25},
    number = {1--4},
    pages = {661--667}
    }
  • [PDF] T. Bartz-Beielstein, W. Konen, and Westenberger, “Computational Intelligence und Data Mining — Moderne statistische Verfahren zur experimentellen Versuchsplanung,” 2007.
    [Bibtex]
    @techreport{Bart07d,
    author = {Bartz-Beielstein, T and Konen, W and {Westenberger}},
    title = {{Computational Intelligence und Data Mining -- Moderne statistische Verfahren zur experimentellen Versuchsplanung}},
    year = {2007}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation — The Future of Experimental Research (Tutorial GECCO 2007),” 2007.
    [Bibtex]
    @techreport{BP07alecD,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation -- The Future of Experimental Research (Tutorial GECCO 2007)}},
    year = {2007},
    month = jul
    }
  • [PDF] T. Bartz-Beielstein, W. Konen, and Westenberger, “Computational Intelligence und Data Mining — Portfoliooptimierung unter Nebenbedingungen,” 2007.
    [Bibtex]
    @techreport{Bart07c,
    author = {Bartz-Beielstein, T and Konen, W and {Westenberger}},
    title = {{Computational Intelligence und Data Mining -- Portfoliooptimierung unter Nebenbedingungen}},
    year = {2007}
    }
  • [PDF] T. Bartz-Beielstein, D. Blum, and J. Branke, “Particle Swarm Optimization and Sequential Sampling in Noisy Environments,” in Metaheuristics–progress in complex systems optimization, K. F. Doerner and others, Eds., Berlin, Heidelberg, New York: Springer, 2007, pp. 261-273.
    [Bibtex]
    @incollection{BBB07,
    author = {Bartz-Beielstein, Thomas and Blum, Daniel and Branke, J{\"u}rgen},
    title = {{Particle Swarm Optimization and Sequential Sampling in Noisy Environments}},
    booktitle = {Metaheuristics--Progress in Complex Systems Optimization},
    year = {2007},
    editor = {Doerner, Karl F and others},
    pages = {261--273},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation (GECCO 2007),” in Proceedings of the 2007 gecco conference companion on genetic and evolutionary computation, New York, NY, USA, 2007, pp. 3001-3020.
    [Bibtex]
    @inproceedings{Bart07b,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (GECCO 2007)}},
    booktitle = {Proceedings of the 2007 GECCO conference companion on Genetic and evolutionary computation},
    year = {2007},
    pages = {3001--3020},
    publisher = {ACM},
    address = {New York, NY, USA}
    }
  • T. Bartz-Beielstein, “Experimental Analysis of Optimization Algorithms—Problems and Perspectives (Seminar),” 2007.
    [Bibtex]
    @techreport{Bart07alec,
    author = {Bartz-Beielstein, Thomas},
    title = {{Experimental Analysis of Optimization Algorithms---Problems and Perspectives (Seminar)}},
    year = {2007},
    month = sep
    }

2006

  • [PDF] T. Bartz-Beielstein, A. Chmielewski, M. Janas, B. Naujoks, and R. Scheffermann, “Optimizing door assignment in LTL-terminals by evolutionary multiobjective algorithms,” in Proc. 2006 congress on evolutionary computation (cec’06) within fourth ieee world congress on computational intelligence (wcci’06), vancouver bc, Piscataway NJ, 2006, pp. 348-354.
    [Bibtex]
    @inproceedings{Bart06e,
    author = {Bartz-Beielstein, Thomas and Chmielewski, Annette and Janas, Michael and Naujoks, Boris and Scheffermann, Robert},
    title = {{Optimizing door assignment in LTL-terminals by evolutionary multiobjective algorithms}},
    booktitle = {Proc. 2006 Congress on Evolutionary Computation (CEC'06) within Fourth IEEE World Congress on Computational Intelligence (WCCI'06), Vancouver BC},
    year = {2006},
    editor = {Fogel, D B et al},
    pages = {348--354},
    publisher = {IEEE Press},
    address = {Piscataway NJ}
    }
  • [PDF] T. Bartz-Beielstein, “Neyman-Pearson Theory of Testing and Mayo’s Extensions in Evolutionary Computing,” 2006.
    [Bibtex]
    @techreport{Bart06g,
    author = {Bartz-Beielstein, Thomas},
    title = {{Neyman-Pearson Theory of Testing and Mayo's Extensions in Evolutionary Computing}},
    year = {2006}
    }
  • [PDF] B. Baranski, T. Bartz-Beielstein, R. Ehlers, T. Kajendran, B. Kosslers, J. Mehnen, T. Polazek, R. Reimholz, J. Schmidt, K. Schmitt, D. Seis, R. Slodzinski, S. Steeg, N. Wiemann, and M. Zimmermann, “Advanced strategy representations for the iterated prisoner’s dilemma,” in Proceedings euro xxi conference 2006. 21st european conference on operational research, 2006.
    [Bibtex]
    @inproceedings{Bara06a,
    author = {Baranski, Bastian and Bartz-Beielstein, Thomas and Ehlers, R{\"u}diger and Kajendran, Thusithan and Kosslers, Bj{\"o}rn and Mehnen, J{\"o}rn and Polazek, Tomasz and Reimholz, Ralf and Schmidt, Jens and Schmitt, Karlheinz and Seis, Danny and Slodzinski, Rafael and Steeg, Simon and Wiemann, Nils and Zimmermann, Marc},
    title = {{Advanced strategy representations for the iterated prisoner's dilemma}},
    booktitle = {Proceedings EURO XXI Conference 2006. 21st European Conference on Operational Research},
    year = {2006},
    annote = {(CD--ROM)}
    }
  • [PDF] B. Baranski, T. Bartz-Beielstein, R. Ehlers, T. Kajendran, B. Kosslers, J. Mehnen, T. Polazek, R. Reimholz, J. Schmidt, K. Schmitt, D. Seis, R. Slodzinski, S. Steeg, N. Wiemann, and M. Zimmermann, “The impact of group reputation in multiagent environments,” in Proc. 2006 congress on evolutionary computation (cec’06) within fourth ieee world congress on computational intelligence (wcci’06), vancouver bc, Piscataway NJ, 2006, pp. 1224-1231.
    [Bibtex]
    @inproceedings{Bara06b,
    author = {Baranski, Bastian and Bartz-Beielstein, Thomas and Ehlers, R{\"u}diger and Kajendran, Thusithan and Kosslers, Bj{\"o}rn and Mehnen, J{\"o}rn and Polazek, Tomasz and Reimholz, Ralf and Schmidt, Jens and Schmitt, Karlheinz and Seis, Danny and Slodzinski, Rafael and Steeg, Simon and Wiemann, Nils and Zimmermann, Marc},
    title = {{The impact of group reputation in multiagent environments}},
    booktitle = {Proc. 2006 Congress on Evolutionary Computation (CEC'06) within Fourth IEEE World Congress on Computational Intelligence (WCCI'06), Vancouver BC},
    year = {2006},
    editor = {Fogel, D B et al},
    pages = {1224--1231},
    publisher = {IEEE Press},
    address = {Piscataway NJ}
    }
  • Modern Supervisory and Optimal Control with Applications in the Control of Passenger Traffic Systems in Buildings, S. Markon, H. Kita, H. Kise, and T. Bartz-Beielstein, Eds., Berlin, Heidelberg, New York: Springer, 2006.
    [Bibtex]
    @book{Mark06a,
    editor = {Markon, Sandor and Kita, Hajime and Kise, Hiroshi and Bartz-Beielstein, Thomas},
    title = {{Modern Supervisory and Optimal Control with Applications in the Control of Passenger Traffic Systems in Buildings}},
    publisher = {Springer},
    year = {2006},
    address = {Berlin, Heidelberg, New York}
    }
  • T. Bartz-Beielstein and M. Preuss, “Sequential parameter optimization (SPO) and the role of tuning in experimental analysis,” in Workshop on empirical methods for the analysis of algorithms (emaa). held in conjunction with the international conference on parallel problem solving from nature (ppsn ix), 2006, pp. 5-6.
    [Bibtex]
    @inproceedings{BaPreu06b,
    author = {Bartz-Beielstein, T and Preuss, Mike},
    title = {{Sequential parameter optimization (SPO) and the role of tuning in experimental analysis}},
    booktitle = {Workshop On Empirical Methods for the Analysis of Algorithms (EMAA). Held in conjunction with the International Conference on Parallel Problem Solving From Nature (PPSN IX)},
    year = {2006},
    pages = {5--6},
    annote = {Invited talk}
    }
  • [PDF] Hans–Paul Schwefel—Festschrift, T. Bartz-Beielstein, G. Jankord, B. Naujoks, and others, Eds., Dortmund, Germany: Dortmund University, Chair of Systems Analysis, 2006.
    [Bibtex]
    @book{Bart06b,
    editor = {Bartz-Beielstein, Thomas and Jankord, Gundel and Naujoks, Boris and others},
    title = {{Hans--Paul Schwefel---Festschrift}},
    publisher = {Dortmund University, Chair of Systems Analysis},
    year = {2006},
    address = {Dortmund, Germany}
    }
  • T. Bartz-Beielstein, M. Preuss, and M. Preuss, “Experimental research in evolutionary computation (Tutorial GECCO 2006),” 2006.
    [Bibtex]
    @techreport{BP06alecD,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial GECCO 2006)}},
    year = {2006},
    month = jul
    }
  • [PDF] T. Bartz-Beielstein, “SPOT—A Toolbox for Visionary Ideas,” in Hans–paul schwefel—festschrift, T. Bartz-Beielstein, G. Jankord, B. Naujoks, and others, Eds., Dortmund, Germany: Dortmund University, Chair of Systems Analysis, 2006, pp. 21-26.
    [Bibtex]
    @incollection{Bart06c,
    author = {Bartz-Beielstein, Thomas},
    title = {{SPOT---A Toolbox for Visionary Ideas}},
    booktitle = {Hans--Paul Schwefel---Festschrift},
    year = {2006},
    editor = {Bartz-Beielstein, Thomas and Jankord, Gundel and Naujoks, Boris and others},
    pages = {21--26},
    publisher = {Dortmund University, Chair of Systems Analysis},
    address = {Dortmund, Germany}
    }
  • [PDF] B. Baranski, T. Bartz-Beielstein, R. Ehlers, T. Kajendran, B. Kosslers, J. Mehnen, T. Polazek, R. Reimholz, J. Schmidt, K. Schmitt, D. Seis, R. Slodzinski, S. Steeg, N. Wiemann, and M. Zimmermann, “High-order punishment and the evolution of cooperation,” in Proc. genetic and evolutionary computation conf. (gecco 2006), seattle wa, New York, 2006, pp. 379-380.
    [Bibtex]
    @inproceedings{Bara06c,
    author = {Baranski, Bastian and Bartz-Beielstein, Thomas and Ehlers, R{\"u}diger and Kajendran, Thusithan and Kosslers, Bj{\"o}rn and Mehnen, J{\"o}rn and Polazek, Tomasz and Reimholz, Ralf and Schmidt, Jens and Schmitt, Karlheinz and Seis, Danny and Slodzinski, Rafael and Steeg, Simon and Wiemann, Nils and Zimmermann, Marc},
    title = {{High-order punishment and the evolution of cooperation}},
    booktitle = {Proc. Genetic and Evolutionary Computation Conf. (GECCO 2006), Seattle WA},
    year = {2006},
    editor = {al, H G Beyer et},
    pages = {379--380},
    publisher = {ACM Press},
    address = {New York}
    }
  • [PDF] B. Naujoks, D. Quagliarella, and T. Bartz-Beielstein, “Sequential parameter optimisation of evolutionary algorithms for airfoil design,” in Proc. design and optimization: methods and applications, (ercoftac’06), 2006, pp. 231-235.
    [Bibtex]
    @inproceedings{Nauj06a,
    author = {Naujoks, Boris and Quagliarella, Domenico and Bartz-Beielstein, Thomas},
    title = {{Sequential parameter optimisation of evolutionary algorithms for airfoil design}},
    booktitle = {Proc. Design and Optimization: Methods and Applications, (ERCOFTAC'06)},
    year = {2006},
    editor = {Winter, G et al},
    pages = {231--235},
    publisher = {University of Las Palmas de Gran Canaria}
    }
  • M. Preuss, T. Bartz-Beielstein, and M. Preuss, “Experimental research in evolutionary computation (Tutorial GECCO 2006),” 2006.
    [Bibtex]
    @techreport{BP06alec,
    author = {Preuss, Mike and Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial GECCO 2006)}},
    year = {2006},
    month = jul
    }
  • [PDF] T. Bartz-Beielstein and M. Preuss, “Moderne Methoden zur experimentellen Analyse evolutionärer Verfahren,” in Proc. 16th workshop computational intelligence, 2006, pp. 25-32.
    [Bibtex]
    @inproceedings{Bart06i,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Moderne Methoden zur experimentellen Analyse evolution{\"a}rer Verfahren}},
    booktitle = {Proc. 16th Workshop Computational Intelligence},
    year = {2006},
    editor = {Mikut, R and Reischl, M},
    pages = {25--32},
    publisher = {Universit{\"a}tsverlag, Karlsruhe}
    }
  • T. Bartz-Beielstein, Experimental Research in Evolutionary Computation—The New Experimentalism, Berlin, Heidelberg, New York: Springer, 2006.
    [Bibtex]
    @book{Bart06a,
    author = {Bartz-Beielstein, Thomas},
    title = {{Experimental Research in Evolutionary Computation---The New Experimentalism}},
    publisher = {Springer},
    year = {2006},
    series = {Natural Computing Series},
    address = {Berlin, Heidelberg, New York}
    }
  • T. Bartz-Beielstein, “NPT* in Evolutionary Computing (Talk),” 2006.
    [Bibtex]
    @techreport{Bart06k,
    author = {Bartz-Beielstein, Thomas},
    title = {{NPT* in Evolutionary Computing (Talk)}},
    year = {2006},
    month = jun
    }
  • [PDF] T. Bartz-Beielstein, M. Preuss, and G. Rudolph, “Investigation of One-Go Evolution Strategy/Quasi-Newton Hybridizations,” in Proceedings third international workshop hybrid metaheuristics (hm’06), Berlin, Heidelberg, New York, 2006, pp. 178-191.
    [Bibtex]
    @inproceedings{Bart06h,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike and Rudolph, G{\"u}nter},
    title = {{Investigation of One-Go Evolution Strategy/Quasi-Newton Hybridizations}},
    booktitle = {Proceedings Third International Workshop Hybrid Metaheuristics (HM'06)},
    year = {2006},
    editor = {Aguilera, Blesa and others},
    pages = {178--191},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }
  • [PDF] T. Bartz-Beielstein and M. Preuss, “Considerations of Budget Allocation for Sequential Parameter Optimization (SPO),” in Workshop on empirical methods for the analysis of algorithms, proceedings, Reykjavik, Iceland, 2006, pp. 35-40.
    [Bibtex]
    @inproceedings{Bart06j,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Considerations of Budget Allocation for Sequential Parameter Optimization (SPO)}},
    booktitle = {Workshop on Empirical Methods for the Analysis of Algorithms, Proceedings},
    year = {2006},
    editor = {Paquete, L and others},
    pages = {35--40},
    address = {Reykjavik, Iceland}
    }

2005

  • [PDF] T. Bartz-Beielstein, “Evolution Strategies and Threshold Selection,” in Proceedings second international workshop hybrid metaheuristics (hm’05), Berlin, Heidelberg, New York, 2005, pp. 104-115.
    [Bibtex]
    @inproceedings{Bart05b,
    author = {Bartz-Beielstein, Thomas},
    title = {{Evolution Strategies and Threshold Selection}},
    booktitle = {Proceedings Second International Workshop Hybrid Metaheuristics (HM'05)},
    year = {2005},
    editor = {Blesa Aguilera, M J and Blum, C and Roli, A and Sampels, M},
    pages = {104--115},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }
  • T. Bartz-Beielstein and M. Preuss, “GECCO Tutorial on Experimental Research in Evolutionary Computation,” in 2005 genetic and evolutionary computation conference, tutorial program, 2005.
    [Bibtex]
    @inproceedings{BaPreu05a,
    author = {Bartz-Beielstein, T and Preuss, Mike},
    title = {{GECCO Tutorial on Experimental Research in Evolutionary Computation}},
    booktitle = {2005 Genetic and Evolutionary Computation Conference, Tutorial Program},
    year = {2005}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation (Tutorial CEC 2005 Edinburgh),” , 2005.
    [Bibtex]
    @webpage{BP05blec,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial CEC 2005 Edinburgh)}},
    year = {2005},
    month = sep,
    url = {http://ls11-www.cs.uni-dortmund.de/people/tom}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation (Tutorial CEC 2005),” 2005.
    [Bibtex]
    @techreport{BP05blecD,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial CEC 2005)}},
    year = {2005},
    month = sep,
    annote = {http://ls11-www.cs.uni-dortmund.de/people/tom. 10 October 2004}
    }
  • J. Mehnen, T. Michelitsch, C. W. G. Lasarczyk, and T. Bartz-Beielstein, “Multiobjective Evolutionary Design of Mold Temperature Control using DACE for Parameter Optimization,” in Proceedings twelfth international symposium interdisciplinary electromagnetics, mechanics, and biomedical problems (isem 2005), Vienna, Austria, 2005, pp. 464-465.
    [Bibtex]
    @inproceedings{Mehn05a,
    author = {Mehnen, J{\"o}rn and Michelitsch, Thomas and Lasarczyk, Christian W G and Bartz-Beielstein, Thomas},
    title = {{Multiobjective Evolutionary Design of Mold Temperature Control using DACE for Parameter Optimization}},
    booktitle = {Proceedings Twelfth International Symposium Interdisciplinary Electromagnetics, Mechanics, and Biomedical Problems (ISEM 2005)},
    year = {2005},
    editor = {Pf{\"u}tzner, H and Leiss, E},
    pages = {464--465},
    publisher = {Vienna Magnetics Group Reports},
    address = {Vienna, Austria}
    }
  • M. Preuss, T. Bartz-Beielstein, and M. Preuss, “Experimental research in evolutionary computation (Tutorial, GECCO 2005 Washington DC),” 2005.
    [Bibtex]
    @techreport{BP05alec,
    author = {Preuss, Mike and Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial, GECCO 2005 Washington DC)}},
    year = {2005},
    month = jun
    }
  • [PDF] T. Bartz-Beielstein, D. Blum, and J. Branke, “Particle Swarm Optimization and Sequential Sampling in Noisy Environments,” in Proceedings\textasciitilde6th metaheuristics international conference (mic2005), Vienna, Austria, 2005, pp. 89-94.
    [Bibtex]
    @inproceedings{BBB05,
    author = {Bartz-Beielstein, Thomas and Blum, Daniel and Branke, J{\"u}rgen},
    title = {{Particle Swarm Optimization and Sequential Sampling in Noisy Environments}},
    booktitle = {Proceedings{\textasciitilde}6th Metaheuristics International Conference (MIC2005)},
    year = {2005},
    editor = {Hartl, Richard and Doerner, Karl},
    pages = {89--94},
    address = {Vienna, Austria}
    }
  • T. Bartz-Beielstein, “The New Experimentalism—An Approach to Analyze Evolutionary Algorithms,” 2005.
    [Bibtex]
    @techreport{Bar05lec,
    author = {Bartz-Beielstein, Thomas},
    title = {{The New Experimentalism---An Approach to Analyze Evolutionary Algorithms}},
    year = {2005},
    month = may,
    annote = {Cited 30 May 2005}
    }
  • [PDF] T. Bartz-Beielstein, “New Experimentalism Applied to Evolutionary Computation,” PhD Thesis, 2005.
    [Bibtex]
    @phdthesis{Bart05a,
    author = {Bartz-Beielstein, Thomas},
    title = {{New Experimentalism Applied to Evolutionary Computation}},
    school = {Universit{\"a}t Dortmund, Germany},
    year = {2005},
    month = apr
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation (Tutorial GECCO 2005),” 2005.
    [Bibtex]
    @techreport{BP05alecD,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial GECCO 2005)}},
    year = {2005},
    month = jun
    }
  • T. Bartz-Beielstein, “Der neue Experimentalismus — Ein Ansatz zur Analyse evolutionärer Algorithmen,” 2005.
    [Bibtex]
    @techreport{Bar05lecD,
    author = {Bartz-Beielstein, Thomas},
    title = {{Der neue Experimentalismus -- Ein Ansatz zur Analyse evolution{\"a}rer Algorithmen}},
    year = {2005},
    month = Mai,
    annote = {http://ls11-www.cs.uni-dortmund.de/people/tom. Cited 30 May 2005}
    }
  • [PDF] T. Bartz-Beielstein, C. Lasarczyk, and M. Preuss, “Sequential Parameter Optimization,” in Proceedings 2005 congress on evolutionary computation (cec’05), edinburgh, scotland, Piscataway NJ, 2005, pp. 773-780.
    [Bibtex]
    @inproceedings{BLP05,
    author = {Bartz-Beielstein, Thomas and Lasarczyk, Christian and Preuss, Mike},
    title = {{Sequential Parameter Optimization}},
    booktitle = {Proceedings 2005 Congress on Evolutionary Computation (CEC'05), Edinburgh, Scotland},
    year = {2005},
    editor = {McKay, B and others},
    pages = {773--780},
    publisher = {IEEE Press},
    address = {Piscataway NJ}
    }
  • [PDF] T. Bartz-Beielstein, M. Preuss, and S. Markon, “Validation and optimization of an elevator simulation model with modern search heuristics,” in Metaheuristics: progress as real problem solvers, T. Ibaraki, K. Nonobe, and M. Yagiura, Eds., Berlin, Heidelberg, New York: Springer, 2005, pp. 109-128.
    [Bibtex]
    @incollection{BPM05,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike and Markon, Sandor},
    title = {{Validation and optimization of an elevator simulation model with modern search heuristics}},
    booktitle = {Metaheuristics: Progress as Real Problem Solvers},
    year = {2005},
    editor = {Ibaraki, T and Nonobe, K and Yagiura, M},
    pages = {109--128},
    publisher = {Springer},
    address = {Berlin, Heidelberg, New York}
    }

2004

  • K. Weinert, J. Mehnen, T. Michelitsch, K. Schmitt, and T. Bartz-Beielstein, “A Multiobjective Approach to Optimize Temperature Control Systems of Molding Tools,” Production engineering research and development, annals of the german academic society for production engineering, vol. XI, iss. 1, pp. 77-80, 2004.
    [Bibtex]
    @article{WMMS04,
    author = {Weinert, Klaus and Mehnen, J{\"o}rn and Michelitsch, Thomas and Schmitt, Karlheinz and Bartz-Beielstein, Thomas},
    title = {{A Multiobjective Approach to Optimize Temperature Control Systems of Molding Tools}},
    journal = {Production Engineering Research and Development, Annals of the German Academic Society for Production Engineering},
    year = {2004},
    volume = {XI},
    number = {1},
    pages = {77--80}
    }
  • [PDF] T. Bartz-Beielstein, M. de Vegt, K. E. Parsopoulos, and M. N. Vrahatis, “Designing Particle Swarm Optimization with Regression Trees,” 2004.
    [Bibtex]
    @techreport{BVPV04,
    author = {Bartz-Beielstein, Thomas and de Vegt, Marcel and Parsopoulos, Konstantinos E and Vrahatis, Michael N},
    title = {{Designing Particle Swarm Optimization with Regression Trees}},
    year = {2004},
    month = Mai
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation (Tutorial CEC 2004),” 2004.
    [Bibtex]
    @techreport{BP04lecD,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial CEC 2004)}},
    year = {2004},
    month = jun,
    annote = {http://ls11-www.cs.uni-dortmund.de/people/tom. 30 Juni 2004}
    }
  • [PDF] T. Bartz-Beielstein, K. E. Parsopoulos, and M. N. Vrahatis, “Design and analysis of optimization algorithms using computational statistics,” Applied numerical analysis and computational mathematics (anacm), vol. 1, iss. 2, pp. 413-433, 2004.
    [Bibtex]
    @article{BPV04b,
    author = {Bartz-Beielstein, Thomas and Parsopoulos, Konstantinos E and Vrahatis, Michael N},
    title = {{Design and analysis of optimization algorithms using computational statistics}},
    journal = {Applied Numerical Analysis and Computational Mathematics (ANACM)},
    year = {2004},
    volume = {1},
    number = {2},
    pages = {413--433}
    }
  • [PDF] T. Bartz-Beielstein and B. Naujoks, “Tuning Multicriteria Evolutionary Algorithms for Airfoil Design Optimization,” 2004.
    [Bibtex]
    @techreport{BaNa04,
    author = {Bartz-Beielstein, Thomas and Naujoks, Boris},
    title = {{Tuning Multicriteria Evolutionary Algorithms for Airfoil Design Optimization}},
    year = {2004},
    month = feb
    }
  • [PDF] T. Bartz-Beielstein, K. Schmitt, J. Mehnen, B. Naujoks, and D. Zibold, “KEA—A Software Package for Development, Analysis, and Application of Multiple Objective Evolutionary Algorithms,” 2004.
    [Bibtex]
    @techreport{BSMN04,
    author = {Bartz-Beielstein, Thomas and Schmitt, Karlheinz and Mehnen, J{\"o}rn and Naujoks, Boris and Zibold, Dmytro},
    title = {{KEA---A Software Package for Development, Analysis, and Application of Multiple Objective Evolutionary Algorithms}},
    year = {2004},
    month = nov
    }
  • [PDF] T. Bartz-Beielstein and S. Markon, “Tuning Search Algorithms for Real-World Applications: A Regression Tree Based Approach,” in Proceedings\textasciitilde2004 congress on evolutionary computation (cec’04), portland or, Piscataway NJ, 2004, pp. 1111-1118.
    [Bibtex]
    @inproceedings{BaBM04,
    author = {Bartz-Beielstein, Thomas and Markon, Sandor},
    title = {{Tuning Search Algorithms for Real-World Applications: A Regression Tree Based Approach}},
    booktitle = {Proceedings{\textasciitilde}2004 Congress on Evolutionary Computation (CEC'04), Portland OR},
    year = {2004},
    editor = {Greenwood, G W},
    pages = {1111--1118},
    publisher = {IEEE},
    address = {Piscataway NJ}
    }
  • T. Bartz-Beielstein, “Algorithmische Güte von Vorgehensmodellen—Optimization and bounded rationality (Talk),” 2004.
    [Bibtex]
    @techreport{Bar04lec,
    author = {Bartz-Beielstein, Thomas},
    title = {{Algorithmische G{\"u}te von Vorgehensmodellen---Optimization and bounded rationality (Talk)}},
    year = {2004},
    month = nov
    }
  • [PDF] T. Bartz-Beielstein, K. E. Parsopoulos, and M. N. Vrahatis, “Analysis of Particle Swarm Optimization Using Computational Statistics,” in Proceedings international conference numerical analysis and applied mathematics (icnaam), Weinheim, Germany, 2004, pp. 34-37.
    [Bibtex]
    @inproceedings{BPV04,
    author = {Bartz-Beielstein, Thomas and Parsopoulos, Konstantinos E and Vrahatis, Michael N},
    title = {{Analysis of Particle Swarm Optimization Using Computational Statistics}},
    booktitle = {Proceedings International Conference Numerical Analysis and Applied Mathematics (ICNAAM)},
    year = {2004},
    editor = {Simos, T E and Tsitouras, Ch},
    pages = {34--37},
    publisher = {Wiley-VCH},
    address = {Weinheim, Germany}
    }
  • J. Mehnen, T. Michelitsch, T. Bartz-Beielstein, and K. Schmitt, “Evolutionary Optimization of Mould Temperature Control Strategies: Encoding and Solving the Multiobjective Problem with Standard Evolution Strategy and Kit for Evolutionary Algorithms,” Journal of engineering manufacture (jem), vol. 218, iss. B6, pp. 657-665, 2004.
    [Bibtex]
    @article{MMBS04,
    author = {Mehnen, J{\"o}rn and Michelitsch, Thomas and Bartz-Beielstein, Thomas and Schmitt, Karlheinz},
    title = {{Evolutionary Optimization of Mould Temperature Control Strategies: Encoding and Solving the Multiobjective Problem with Standard Evolution Strategy and Kit for Evolutionary Algorithms}},
    journal = {Journal of Engineering Manufacture (JEM)},
    year = {2004},
    volume = {218},
    number = {B6},
    pages = {657--665}
    }
  • T. Bartz-Beielstein and M. Preuss, “CEC Tutorial on Experimental Research in Evolutionary Computation,” in Ieee congress on evolutionary computation, tutorial program, 2004.
    [Bibtex]
    @inproceedings{BaPreu04a,
    author = {Bartz-Beielstein, T and Preuss, Mike},
    title = {{CEC Tutorial on Experimental Research in Evolutionary Computation}},
    booktitle = {IEEE Congress on Evolutionary Computation, Tutorial Program},
    year = {2004},
    annote = {Tutorials given at CEC in 2004 and 2005}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation (Tutorial),” , 2004.
    [Bibtex]
    @webpage{BP04lec,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial)}},
    year = {2004},
    month = jun,
    url = {http://ls11-www.cs.uni-dortmund.de/people/tom. Cited 30 June 2004}
    }
  • [PDF] J. Mehnen, T. Michelitsch, T. Bartz-Beielstein, and N. Henkenjohann, “Systematic analyses of multi-objective evolutionary algorithms applied to real-world problems using statistical design of experiments,” in Proceedings fourth international seminar intelligent computation in manufacturing engineering, Naples, Italy, 2004, pp. 171-178.
    [Bibtex]
    @inproceedings{MMBH04,
    author = {Mehnen, J{\"o}rn and Michelitsch, Thomas and Bartz-Beielstein, Thomas and Henkenjohann, Nadine},
    title = {{Systematic analyses of multi-objective evolutionary algorithms applied to real-world problems using statistical design of experiments}},
    booktitle = {Proceedings Fourth International Seminar Intelligent Computation in Manufacturing Engineering},
    year = {2004},
    editor = {Teti, R},
    pages = {171--178},
    publisher = {CIRP ICME'04},
    address = {Naples, Italy}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental Research in Evolutionary Computation (CEC 2004),” 2004.
    [Bibtex]
    @techreport{Bart04e,
    author = {Bartz-Beielstein, T and Preuss, M},
    title = {{Experimental Research in Evolutionary Computation (CEC 2004)}},
    year = {2004}
    }

2003

  • [PDF] T. Bartz-Beielstein, M. Preuss, and A. Reinholz, “Evolutionary algorithms for optimization practitioners,” 2003.
    [Bibtex]
    @techreport{BPR03,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike and Reinholz, Andreas},
    title = {{Evolutionary algorithms for optimization practitioners}},
    year = {2003},
    month = jul
    }
  • [PDF] T. Bartz-Beielstein, M. Preuss, and S. Markon, “Validation and optimization of an elevator simulation model with modern search heuristics,” 2003.
    [Bibtex]
    @techreport{BPM03,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike and Markon, Sandor},
    title = {{Validation and optimization of an elevator simulation model with modern search heuristics}},
    year = {2003},
    month = Dezember
    }
  • T. Bartz-Beielstein, M. Preuss, and A. Reinholz, “Evolutionary algorithms for optimization practitioners (Tutorial),” 2003.
    [Bibtex]
    @techreport{BPR03lecD,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike and Reinholz, Andreas},
    title = {{Evolutionary algorithms for optimization practitioners (Tutorial)}},
    year = {2003},
    month = aug,
    annote = {http://ls11-www.cs.uni-dortmund.de/people/tom. 3 September 2003}
    }
  • [PDF] T. Bartz-Beielstein, “Experimental Analysis of Evolution Strategies—Overview and Comprehensive Introduction,” 2003.
    [Bibtex]
    @techreport{Bar03,
    author = {Bartz-Beielstein, Thomas},
    title = {{Experimental Analysis of Evolution Strategies---Overview and Comprehensive Introduction}},
    year = {2003},
    month = nov
    }
  • [PDF] T. Bartz-Beielstein, S. Markon, and M. Preuss, “Algorithm Based Validation of a Simplified Elevator Group Controller Model,” in Proceedings 5th metaheuristics international conference (mic’03), Kyoto, Japan, 2003, p. 06/1–06/13 (CD–ROM).
    [Bibtex]
    @inproceedings{BMP03b,
    author = {Bartz-Beielstein, Thomas and Markon, Sandor and Preuss, Mike},
    title = {{Algorithm Based Validation of a Simplified Elevator Group Controller Model}},
    booktitle = {Proceedings 5th Metaheuristics International Conference (MIC'03)},
    year = {2003},
    editor = {Ibaraki, T},
    pages = {06/1--06/13 (CD--ROM)},
    address = {Kyoto, Japan}
    }
  • T. Bartz-Beielstein, J. Mehnen, K. Schmitt, K. E. Parsopoulos, and M. N. Vrahatis, “Particle Swarm Optimizers for Pareto Optimization with Enhanced Archiving Techniques,” in Proceedings\textasciitilde2003 congress on evolutionary computation (cec’03), canberra, Piscataway NJ, 2003, pp. 1780-1787.
    [Bibtex]
    @inproceedings{BLMS03b,
    author = {Bartz-Beielstein, Thomas and Mehnen, J{\"o}rn and Schmitt, Karlheinz and Parsopoulos, Konstantinos E and Vrahatis, Michael N},
    title = {{Particle Swarm Optimizers for Pareto Optimization with Enhanced Archiving Techniques}},
    booktitle = {Proceedings{\textasciitilde}2003 Congress on Evolutionary Computation (CEC'03), Canberra},
    year = {2003},
    editor = {Sarker, R and others},
    pages = {1780--1787},
    publisher = {IEEE},
    address = {Piscataway NJ}
    }
  • [PDF] T. Bartz-Beielstein, P. Limbourg, J. Mehnen, K. Schmitt, K. E. Parsopoulos, and M. N. Vrahatis, “Particle Swarm Optimizers for Pareto Optimization with Enhanced Archiving Techniques – Preprint,” 2003.
    [Bibtex]
    @techreport{BLMS03,
    author = {Bartz-Beielstein, Thomas and Limbourg, Philip and Mehnen, J{\"o}rn and Schmitt, Karlheinz and Parsopoulos, Kostas E and Vrahatis, Michael N},
    title = {{Particle Swarm Optimizers for Pareto Optimization with Enhanced Archiving Techniques - Preprint}},
    year = {2003},
    month = jul
    }

2001

  • [PDF] T. Bartz-Beielstein and others, “Collaborative Research Center 531. Design and Management of Complex Technical Processes and Systems by Means of Computational Intelligence Methods (Poster),” , On the Internet 2001.
    [Bibtex]
    @techreport{Beie01a,
    author = {Bartz-Beielstein, Thomas and {others}},
    title = {{Collaborative Research Center 531. Design and Management of Complex Technical Processes and Systems by Means of Computational Intelligence Methods (Poster)}},
    year = {2001},
    address = {On the Internet},
    month = sep
    }