Publications

SPOTSeven team members have published over a hundred articles in peer-reviewed journals and conference proceedings. Most notably, Prof. Bartz-Beielstein has published several books. This page contains the following information:

Please contact me via e-mail if you are interested in publications, which are (due to copy-right restrictions) not available on-line.

Experimental Research in Evolutionary Computation.  Springer, 2006.

Experimental Methods for the Analysis of Optimization Algorithms. Springer, 2010

Control of Traffic Systems in Buildings. Springer, 2006.

Hybrid Metaheuristics. Springer, 2007.

Parallel Problem Solving from Nature — PPSN XIII. Springer, 2014

Publications SPOTSeven

2016

  • [PDF] M. Friese, T. Bartz-Beielstein, and M. Emmerich, “Building Ensembles of Surrogate Models by Optimal Convex Combination,” , 2/2016, 2016.
    [Bibtex]
    @techreport{Frie16a,
    author = {Friese, Martina and Bartz-Beielstein, Thomas and Emmerich, Michael},
    title = {{Building Ensembles of Surrogate Models by Optimal Convex Combination}},
    number = {2/2016},
    year = {2016}
    }

2015

  • T. Bartz-Beielstein and M. Zaefferer, “MCIOP – Mehrkriterielle CI-basierte Optimierungsverfahren für den industriellen Einsatz (Schlussbericht),” , 6, 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}
    }
  • 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}
    }
  • A. Fischbach, J. Stork, M. Zaefferer, S. Krey, and T. Bartz-Beielstein, “Analyzing Capabilities of Latin Hypercube Designs Compared to Classical Experimental Design Methods\textbf ,” in 25. workshop computational intelligence, 2015, pp. 255-270.
    [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\textbf{ }}},
    booktitle = {25. Workshop Computational Intelligence},
    year = {2015},
    editor = {Hoffmann, Frank and H{\"u}llermeier, Eyke},
    pages = {255--270}
    }
  • [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, “How to Create Generalizable Results,” in Springer handbook of computational intelligence, J. Kacprzyk and W. Pedrycz, Eds., Springer, 2015, pp. 1127-1142.
    [Bibtex]
    @incollection{Bart13a,
    author = {Bartz-Beielstein, Thomas},
    title = {{How to Create Generalizable Results}},
    booktitle = {Springer Handbook of Computational Intelligence},
    year = {2015},
    editor = {Kacprzyk, Janusz and Pedrycz, Witold},
    pages = {1127--1142},
    publisher = {Springer}
    }
  • [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}
    }
  • [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] O. Flasch, M. Friese, M. Zaefferer, T. Bartz-Beielstein, and J. Branke, “Learning Model-Ensemble Policies with Genetic Programming,” , Betzdorfer Str. 2, 50679 Köln 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}},
    year = {2015},
    address = {Betzdorfer Str. 2, 50679 K{\"o}ln}
    }
  • [PDF] T. Bartz-Beielstein, C. Jung, and M. Zaefferer, “Sequential Parameter Optimization in Noisy Environments,” 2015.
    [Bibtex]
    @techreport{Bart15o,
    author = {Bartz-Beielstein, Thomas and Jung, Christian and Zaefferer, Martin},
    title = {{Sequential Parameter Optimization in Noisy Environments}},
    year = {2015}
    }
  • 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]
    @techreport{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}
    }
  • 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
    }
  • T. Bartz-Beielstein, “Forschendes Lernen,” in Neues handbuch hochschullehre, Josef Raabe, 2015.
    [Bibtex]
    @incollection{Bart15q,
    author = {Bartz-Beielstein, Thomas},
    title = {{Forschendes Lernen}},
    booktitle = {Neues Handbuch Hochschullehre},
    year = {2015},
    publisher = {Josef Raabe}
    }
  • T. Bartz-Beielstein, “How to Create Generalizable Results,” in Springer handbook of computational intelligence, J. Kacprzyk and W. Pedrycz, Eds., Berlin, Heidelberg: Springer Berlin Heidelberg, 2015, pp. 1127-1142.
    [Bibtex]
    @incollection{Bart15sOLD,
    author = {Bartz-Beielstein, Thomas},
    title = {{How to Create Generalizable Results}},
    booktitle = {Springer Handbook of Computational Intelligence},
    year = {2015},
    editor = {Kacprzyk, Janusz and Pedrycz, Witold},
    pages = {1127--1142},
    publisher = {Springer Berlin Heidelberg},
    address = {Berlin, Heidelberg}
    }
  • S. Moritz, A. Sardá, T. Bartz-Beielstein, M. Zaefferer, and J. Stork, “Comparison of different Methods for Univariate Time Series Imputation in R,” Arxiv e-prints, vol. stat.AP, 2015.
    [Bibtex]
    @article{Mori15b,
    author = {Moritz, S and Sard{\'a}, A and Bartz-Beielstein, T and Zaefferer, M and Stork, J},
    title = {{Comparison of different Methods for Univariate Time Series Imputation in R}},
    journal = {ArXiv e-prints},
    year = {2015},
    volume = {stat.AP},
    month = oct
    }

2014

  • [PDF] T. Bartz-Beielstein and M. Preu, “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 Preu, 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}
    }
  • 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] 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}
    }
  • 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}
    }
  • [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] 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] 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] 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},
    pages = {205--222},
    publisher = {KIT Scientific Publishing}
    }
  • 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}
    }
  • [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}
    }

2013

  • [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, M 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}
    }
  • [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}
    }
  • T. Bartz-Beielstein, “Mixed Models in SPOT,” 2013.
    [Bibtex]
    @techreport{Bart13c,
    author = {Bartz-Beielstein, Thomas},
    title = {{Mixed Models in SPOT}},
    year = {2013}
    }
  • [PDF] T. Bartz-Beielstein, “SpotSeven Broschüre 2013,” 2013.
    [Bibtex]
    @techreport{Bart13e,
    author = {Bartz-Beielstein, Thomas},
    title = {{SpotSeven Brosch{\"u}re 2013}},
    year = {2013}
    }
  • [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}
    }
  • T. Bartz-Beielstein, “SPOTSeven Presentation: Modern Practice of Experimental Design and its Application in Industry—Report from an Internship at CUAS,” 2013.
    [Bibtex]
    @techreport{Bart13g,
    author = {Bartz-Beielstein, Thomas},
    title = {{SPOTSeven Presentation: Modern Practice of Experimental Design and its Application in Industry---Report from an Internship at CUAS}},
    year = {2013},
    month = jun
    }
  • T. Bartz-Beielstein, “CI in Academia and Industry,” 2013.
    [Bibtex]
    @techreport{Bart13h,
    author = {Bartz-Beielstein, Thomas},
    title = {{CI in Academia and Industry}},
    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}
    }
  • [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}
    }
  • M. Zaefferer, D. Gaida, and T. Bartz-Beielstein, “Multi-fidelity Simulation and Optimization of a Biogas Plant,” Unknown, 2013.
    [Bibtex]
    @article{Zaef13b,
    author = {Zaefferer, M and Gaida, Daniel and Bartz-Beielstein, T},
    title = {{Multi-fidelity Simulation and Optimization of a Biogas Plant}},
    journal = {unknown},
    year = {2013}
    }
  • [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, “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 = {{Simulation and Optimization of Cyclone Dust Separators}},
    year = {2013},
    address = {Betzdorfer Str. 2, 50679 K{\"o}ln}
    }
  • [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] 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}
    }
  • 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{Friese13,
    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}
    }

2012

  • [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] 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, M 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}
    }
  • [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. 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] 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 and M. Zaefferer, “A Gentle Introduction to Sequential Parameter Optimization,” 2012.
    [Bibtex]
    @techreport{Bart12i,
    author = {Bartz-Beielstein, T and Zaefferer, M},
    title = {{A Gentle Introduction to Sequential Parameter Optimization}},
    year = {2012}
    }
  • [PDF] T. Bartz-Beielstein, M. Preu, 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 Preu, 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, 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] 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.}
    }
  • 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
    }
  • 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
    }
  • [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] T. Bartz-Beielstein, “SpotSeven brochure 2012,” , 2012.
    [Bibtex]
    @booklet{Bart12j,
    title = {{SpotSeven brochure 2012}},
    author = {Bartz-Beielstein, T},
    month = feb,
    year = {2012}
    }
  • 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
    }
  • [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}
    }
  • [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, “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
    }
  • T. Bartz-Beielstein, “Beyond Particular Problem Instances: How to Create Meaningful and Generalizable Results,” , Betzdorfer Str. 2, 50679 Köln 2012.
    [Bibtex]
    @techreport{Bart12y,
    author = {Bartz-Beielstein, Thomas},
    title = {{Beyond Particular Problem Instances: How to Create Meaningful and Generalizable Results}},
    year = {2012},
    address = {Betzdorfer Str. 2, 50679 K{\"o}ln}
    }
  • 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}
    }

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,” 2011.
    [Bibtex]
    @techreport{Kone11b,
    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}},
    year = {2011},
    month = feb
    }
  • [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] 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] 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}
    }
  • [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 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, 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] 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] 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, “Ensemble based optimization and tuning algorithms,” 2011.
    [Bibtex]
    @techreport{Bart11f,
    author = {Bartz-Beielstein, T},
    title = {{Ensemble based optimization and tuning algorithms}},
    year = {2011},
    month = oct
    }
  • 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}
    }

2010

  • [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}
    }
  • 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}
    }
  • 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] J. Ziegenhirt, T. Bartz-Beielstein, O. Flasch, W. Konen, and M. Zaefferer, “Optimization of Biogas Production with Computational Intelligence – A Comparative Study,” , 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}},
    year = {2010},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = mar
    }
  • J. Mehnen and T. Bartz-Beielstein, “Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO),” , 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)}},
    year = {2010},
    url = {http://www.sigevo.org/gecco-2010/ecp.html}
    }
  • [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] 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] 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}
    }
  • [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}
    }
  • 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] 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,” , 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}},
    year = {2010},
    address = {Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany},
    month = feb
    }
  • [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] 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, 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
    }
  • [PDF] T. Bartz-Beielstein, M. Preu, 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 Preu, 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 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 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}
    }
  • T. Bartz-Beielstein and M. Preu, “Tuning and experimental analysis in evolutionary computation: what we still have wrong (Tutorial),” 2010.
    [Bibtex]
    @techreport{Bart10v,
    author = {Bartz-Beielstein, Thomas and Preu, Mike},
    title = {{Tuning and experimental analysis in evolutionary computation: what we still have wrong (Tutorial)}},
    year = {2010},
    month = jul
    }
  • [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}
    }
  • 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, 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}
    }
  • [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}
    }
  • 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
    }
  • T. Bartz-Beielstein, Tuning and Statistical Analysis of Optimization Algorithms – The Sequential Parameter Optimization Toolbox, 2010.
    [Bibtex]
    @unpublished{Bart10s,
    author = {Bartz-Beielstein, Thomas},
    title = {{Tuning and Statistical Analysis of Optimization Algorithms - The Sequential Parameter Optimization Toolbox}},
    annote = {Invited Talk: The 2010 International Workshop on Nature Inspired Computation and Applications (IWNICA)},
    year = {2010}
    }
  • [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
    }
  • T. Bartz-Beielstein, “Experimental Analysis of Optimization Algorithms,” 2010.
    [Bibtex]
    @techreport{Bart10g,
    author = {Bartz-Beielstein, Thomas},
    title = {{Experimental Analysis of Optimization Algorithms}},
    year = {2010},
    month = Oktober
    }
  • [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] 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, “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, 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}
    }
  • [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
    }

2009

  • [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] 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}
    }
  • 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}
    }
  • 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}
    }
  • [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
    }
  • [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. Preu, “Experimental research in evolutionary computation–The Future of Experimental Research (Tutorial),” 2009.
    [Bibtex]
    @techreport{BP09a,
    author = {Bartz-Beielstein, Thomas and Preu, Mike},
    title = {{Experimental research in evolutionary computation--The Future of Experimental Research (Tutorial)}},
    year = {2009},
    month = jul
    }
  • T. Bartz-Beielstein, D. Davis, and J. Mehnen, “Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO),” , 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)}},
    year = {2009},
    url = {http://www.isgec.org/gecco-2009/ecp.html}
    }
  • T. Bartz-Beielstein, “Sequential Parameter Optimization,” 2009.
    [Bibtex]
    @techreport{Bart09hLec,
    author = {Bartz-Beielstein, Thomas},
    title = {{Sequential Parameter Optimization}},
    year = {2009}
    }
  • [PDF] T. Bartz-Beielstein, “Sequential Parameter Optimization,” in Sampling-based optimization in the presence of uncertainty, Dagstuhl, Germany, 2009.
    [Bibtex]
    @inproceedings{Bart09c,
    author = {Bartz-Beielstein, Thomas},
    title = {{Sequential Parameter Optimization}},
    booktitle = {Sampling-based Optimization in the Presence of Uncertainty},
    year = {2009},
    editor = {Branke, J{\"u}rgen and Nelson, Barry L and Powell, Warren Buckler and Santner, Thomas J},
    publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany},
    address = {Dagstuhl, Germany},
    annote = {Keywords: Optimization, evolutionary algorithms, design of experiments}
    }
  • 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}
    }

2008

  • [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
    }
  • [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}
    }
  • [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, 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}
    }
  • T. Bartz-Beielstein and M. Preu, “Experimental research in evolutionary computation — The Future of Experimental Research (Tutorium),” 2008.
    [Bibtex]
    @techreport{BP08alecD,
    author = {Bartz-Beielstein, Thomas and Preu, Mike},
    title = {{Experimental research in evolutionary computation -- The Future of Experimental Research (Tutorium)}},
    year = {2008},
    month = Juli
    }
  • T. Bartz-Beielstein and M. Preu, “The Future of Experimental Research (Tutorium),” 2008.
    [Bibtex]
    @techreport{BP08blecD,
    author = {Bartz-Beielstein, Thomas and Preu, Mike},
    title = {{The Future of Experimental Research (Tutorium)}},
    year = {2008},
    month = sep
    }
  • T. Bartz-Beielstein and M. Preu, “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 Preu, 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
    }
  • [PDF] T. Bartz-Beielstein and M. Preu, “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 Preu, Mike},
    title = {{The Future of Experimental Research (Tutorial)}},
    year = {2008},
    address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
    month = sep
    }
  • [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, “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}
    }
  • [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}
    }
  • 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}
    }
  • 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
    }
  • 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, “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
    }
  • [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}
    }

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] 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] M. Preu 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 = {Preu, 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] 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] 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}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation,” 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}},
    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 and M. Preu, “Experimental research in evolutionary computation — The Future of Experimental Research (Tutorial),” 2007.
    [Bibtex]
    @techreport{BP07alecD,
    author = {Bartz-Beielstein, Thomas and Preu, Mike},
    title = {{Experimental research in evolutionary computation -- The Future of Experimental Research (Tutorial)}},
    year = {2007},
    month = Juli
    }
  • [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}
    }
  • [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}
    }
  • 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
    }
  • [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, “Experimental Analysis of Optimization Algorithms — Problems andPerspectives (Seminar),” 2007.
    [Bibtex]
    @techreport{Bart07alecD,
    author = {Bartz-Beielstein, Thomas},
    title = {{Experimental Analysis of Optimization Algorithms -- Problems andPerspectives (Seminar)}},
    year = {2007},
    month = sep
    }
  • [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}
    }

2006

  • 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}
    }
  • [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}
    }
  • [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}
    }
  • [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}
    }
  • [PDF] T. Bartz-Beielstein, M. Preu, 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 Preu, 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}
    }
  • 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] 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}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation (Tutorial),” 2006.
    [Bibtex]
    @techreport{BP06alecD,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial)}},
    year = {2006},
    month = Juli
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation (Tutorial),” 2006.
    [Bibtex]
    @techreport{BP06alec,
    author = {Bartz-Beielstein, Thomas and Preuss, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial)}},
    year = {2006},
    month = jul
    }
  • 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, 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, “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}
    }
  • [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] 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}
    }

2005

  • 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}
    }
  • 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. Preu, “Experimental research in evolutionary computation (Tutorial CEC 2005 Edinburgh),” , 2005.
    [Bibtex]
    @webpage{BP05blec,
    author = {Bartz-Beielstein, Thomas and Preu, 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}
    }
  • [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}
    }
  • T. Bartz-Beielstein and M. Preu, “Experimental research in evolutionary computation (Tutorial),” 2005.
    [Bibtex]
    @techreport{BP05alecD,
    author = {Bartz-Beielstein, Thomas and Preu, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial)}},
    year = {2005},
    month = Juni
    }
  • T. Bartz-Beielstein and M. Preu, “Experimental research in evolutionary computation (Tutorial),” 2005.
    [Bibtex]
    @techreport{BP05blecD,
    author = {Bartz-Beielstein, Thomas and Preu, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial)}},
    year = {2005},
    month = sep,
    annote = {http://ls11-www.cs.uni-dortmund.de/people/tom. 10 October 2004}
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental research in evolutionary computation (Tutorial, GECCO 2005 Washington DC),” 2005.
    [Bibtex]
    @techreport{BP05alec,
    author = {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, C. Lasarczyk, and M. Preu, “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 Preu, 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, 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, “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}
    }
  • 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
    }
  • [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}
    }

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}
    }
  • 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}
    }
  • [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}
    }
  • [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
    }
  • [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
    }
  • T. Bartz-Beielstein and M. Preuss, “Experimental Research in Evolutionary Computation,” 2004.
    [Bibtex]
    @techreport{Bart04e,
    author = {Bartz-Beielstein, T and Preuss, M},
    title = {{Experimental Research in Evolutionary Computation}},
    year = {2004}
    }
  • 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. Preu, “Experimental research in evolutionary computation (Tutorial),” 2004.
    [Bibtex]
    @techreport{BP04lecD,
    author = {Bartz-Beielstein, Thomas and Preu, Mike},
    title = {{Experimental research in evolutionary computation (Tutorial)}},
    year = {2004},
    month = Juni,
    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}
    }
  • 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] 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}
    }
  • [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 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 (Vortrag),” 2004.
    [Bibtex]
    @techreport{Bar04lecD,
    author = {Bartz-Beielstein, Thomas},
    title = {{Algorithmische G{\"u}te von Vorgehensmodellen -- Optimization and bounded rationality (Vortrag)}},
    year = {2004},
    month = nov
    }
  • 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
    }

2003

  • [PDF] T. Bartz-Beielstein, M. Preu, and S. Markon, “Validation and optimization of an elevator simulation model with modern search heuristics,” 2003.
    [Bibtex]
    @techreport{BPM03,
    author = {Bartz-Beielstein, Thomas and Preu, 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. Preu, and A. Reinholz, “Evolutionary algorithms for optimization practitioners (Tutorial),” 2003.
    [Bibtex]
    @techreport{BPR03lec,
    author = {Bartz-Beielstein, Thomas and Preu, Mike and Reinholz, Andreas},
    title = {{Evolutionary algorithms for optimization practitioners (Tutorial)}},
    year = {2003},
    month = aug
    }
  • [PDF] T. Bartz-Beielstein, M. Preu, and A. Reinholz, “Evolutionary algorithms for optimization practitioners,” 2003.
    [Bibtex]
    @techreport{BPR03,
    author = {Bartz-Beielstein, Thomas and Preu, Mike and Reinholz, Andreas},
    title = {{Evolutionary algorithms for optimization practitioners}},
    year = {2003},
    month = Juli
    }
  • T. Bartz-Beielstein, M. Preu, and A. Reinholz, “Evolutionary algorithms for optimization practitioners (Tutorial),” 2003.
    [Bibtex]
    @techreport{BPR03lecD,
    author = {Bartz-Beielstein, Thomas and Preu, 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, P. Limbourg, J. Mehnen, K. Schmitt, K. E. Parsopoulos, and M. N. Vrahatis, “Particle Swarm Optimizers for Pareto Optimization with Enhanced Archiving Techniques,” 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}},
    year = {2003},
    month = Juli
    }
  • [PDF] T. Bartz-Beielstein, S. Markon, and M. Preu, “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 Preu, 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, “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
    }

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
    }

CIOP Reports

Technical reports from the Computational Intelligence, Optimization, and Data mining research group. Editors: Thomas Bartz-Beielstein and Wolfgang Konen.
ISSN 2191-365X

  • Report 01/11. Thomas Bartz-Beielstein and Martina Friese: Sequential Parameter Optimization and Optimal Computational Budget Allocation for Noisy Optimization Problems (Working Paper)
  • Report 05/10. Thomas Bartz-Beielstein: SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization
  • Report 04/10. Thomas Bartz-Beielstein: Sequential Parameter Optimization – An Annotated Bibliography (January 2010)
  • Report 02/10. Flasch, Oliver ; Bartz-Beielstein, Thomas ; Davtyan, Artur ; Koch, Patrick ; Konen, Wolfgang ; Oyetoyan, Tosin D. ; Tamutan, Michael:
    Comparing CI Methods for Prediction Models in Environmental Engineering
  • Report 03/10. Ziegenhirt, Jöorg ; Bartz-Beielstein, Thomas ; Flasch, Oliver ; Konen, Wolfgang ; Zaefferer, Martin: Optimization of Biogas Production with Computational Intelligence – A Comparative Study
  • Report 01/10. Kristine Hein: Lernende Klassifikation beschleunigungsbasierter 3D-Gesten des Wii-Controllers
  • Report 01/09. Ruxandra Stoean, Thomas Bartz-Beielstein, Mike Preuss, and Catalin Stoean: A Support Vector Machine-Inspired Evolutionary Approach for Parameter Setting in Metaheuristics
  • Report 02/08. Thomas Bartz-Beielstein and Mike Preuss: The Future of Experimental Research (Tutorial, presented at PPSN 2008)
  • Report 01/08. Thomas Bartz-Beielstein, Christian Lasarczyk, and Mike Preuss: SPOT – Sequential Parameter Optimization Toolbox (Documentation)

ACM versions.

Some papers are freely available from ACM. This service is under construction. Further papers will be added.