Publications
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2006
 Thomas
Bartz-Beielstein
Neyman–Pearson
Theory of Testing and Mayo’s Extensions Applied to Evolutionary
Computation
Presented at the First Symposium on
Philosophy, History, and Methodology of E.R.R.O.R (Experimental
Reasoning, Reliability, Objectivity & Rationality: Induction, Statistics,
Modelling).
Virginia Tech, Blacksburg,
VA. June 1-5, 2006.
Technical Report of the Collaborative
Research Center 531 Computational Intelligence, University of Dortmund,
November, 2006.
Thomas
Bartz-Beielstein, Daniel Blum and Jürgen Branke
Particle Swarm
Optimization and Sequential Sampling in Noisy Environments.
Springer Operations Research / Computer Science Interfaces Book Series.
Karl F. Doerner et al., Eds.
Berlin, Heidelberg, New York: Springer, 2006.
Thomas
Bartz-Beielstein
Experimental Research in Evolutionary Computation -
The New Experimentalism.
Natural
Computing Series. Springer, Berlin.
Additional
material will be available soon.
Sandor
Markon, Hajime Kita, Hiroshi Kise, Thomas Bartz-Beielstein
Modern
Supervisory and Optimal Control
with Applications in the Control of Passenger Traffic Systems in Buildings.
Springer, Berlin, Heidelberg, New York.
To appear 2006.
Boris
Naujoks, Domenico Quagliarella, Thomas Bartz-Beielstein
Sequential parameter optimisation of evolutionary algorithms for airfoil
design.
ERCOFTAC. Design and Optimization: Methods & Applications.
Las Palmas de Gran Canaria, Spain.
5-7 April 2006.
Thomas Bartz-Beielstein, Gundel Jankord,
Boris Naujoks, et al., Eds.
Hans–Paul Schwefel—Festschrift.
Dortmund. Germany: Dortmund University,
Chair of Systems Analysis,2006.
Thomas Bartz-Beielstein
“SPOT—a
toolbox for visionary ideas,” in Hans–Paul
Schwefel—Festschrift,
T. Bartz-Beielstein, G. Jankord, B. Naujoks, et al., Eds.
Dortmund. Germany: Dortmund University, Chair of Systems Analysis,
2006, pp. 21–26.
Mike Preuß and Thomas
Bartz-Beielstein
“Self-adaptation in evolution strategies—an experimental analysis
based on sequential parameter optimization,”
in Parameter Setting in Evolutionary Algorithms, ser. Studies in
Computational Intelligence,
F. Lobo, C. Lima, and Z. Michalewicz, Eds. Berlin, Heidelberg, New York:
Springer, 2006.
Thomas Bartz-Beielstein, Annette Chmielewski, Michael Janas, Boris. Naujoks, and Robert Scheffermann
“Optimizing door assignment in LTL-terminals by evolutionary multi
objective algorithms,”
in Proceedings 2006 Congress on Evolutionary Computation (CEC’06)
Within Fourth IEEE World Congress on Computational Intelligence
(WCCI’06), Seattle WA, D. B. Fogel et al., Eds. Piscataway NJ: IEEE,
2006.
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 Proceedings 2006 Congress on Evolutionary Computation (CEC’06)
Within Fourth IEEE World Congress on Computational Intelligence
(WCCI’06), Seattle WA, D. B. Fogel et al., Eds. Piscataway NJ:
IEEE, 2006.
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 Proceedings Genetic and Evolutionary Computation Conference (GECCO 2006),
Seattle WA, H.-G. Beyer et al., Eds., New
York NY, 2006.
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.
2005
Jörn
Mehnen, Thomas Michelitsch, Thomas Bartz-Beielstein
Multiobjective Evolutionary Design of Mold Temperature Control using DACE for
Parameter Optimization,
International Symposium on Interdisciplinary Electromagnetics, Mechanics and
Biomedical Problems (ISEM 2005).
To appear 2005.
Thomas Bartz-Beielstein, Mike Preuss, Sandor Markon
Validation and optimization of an elevator simulation model with modern
search heuristics.
In: Metaheuristics
: Progress
as Real Problem Solvers. pp. 109-128.
Series: Operations
Research/Computer Science Interfaces Series, Vol.
32
Ibaraki, Toshihide; Nonobe, Koji; Yagiura, Mutsunori
(Eds.)
2005, XII, 414 p. 106 illus., Hardcover
ISBN: 0-387-25382-3
Thomas Bartz-Beielstein
Evolution
Strategies and Threshold Selection. In:
M.J. Blesa et al. (Eds.): HM 2005 -- Second Int. Workshop on Hybrid
Metaheuristics, Barcelona,
LNCS 3636, pp. 104-115. Springer-Verlag. Berlin,
Heidelberg,
2005.
Thomas Bartz-Beielstein, Daniel
Blum, Jürgen Branke
Particle Swarm Optimization and Sequential Sampling in Noisy Environments,
6th Metaheuristics International Conference MIC2005,
Vienna, Austria, August 22-26, 2005,
University of Vienna - Department of Management Science.
[Abstract]
Thomas Bartz-Beielstein, Christian
Lasarczyk and Mike Preuss
Sequential Parameter Optimization,
Congress on Evolutionary Computation (CEC'05), Edinburgh, UK.
2004
Thomas Bartz-Beielstein,
Konstantinos E. Parsopoulos, Michael N. Vrahatis
Design and Analysis of Optimization Algorithms Using
Computational Statistics, Appl. Num. Anal. Comp. Math. 2004, 1, No. 2,
413-433, 2004.
[Abstract]
Thomas Bartz-Beielstein,
Konstantinos E. Parsopoulos, Michael N. Vrahatis
Analysis
of Particle Swarm Optimization Using Computational Statistics,
International Conference of Numerical Analysis and Applied Mathematics
(ICNAAM), Chalkis, Greece, 10-14 September 2004, pp. 34-37, 2004.
Thomas Bartz-Beielstein, Joern Mehnen, Boris Naujoks, Karlheinz
Schmitt und Dimitri Zibold.
KEA
- a software package for development, analysis and application of multiple
objective evolutionary algorithms.
Reihe CI 185/04, SFB 531, Universität Dortmund, 2004.
Thomas
Bartz-Beielstein, Mike Preuss
Experimental
Research in EC, Slides from the CEC 2004 Tutorial, Portland, 2004.
Thomas
Bartz-Beielstein, Sandor Markon
Tuning search algorithms for real-world
applications: A regression tree based approach, G. W. Greenwood, Proc. 2004
Congress on Evolutionary Computation (CEC'04), Portland, 1, 1111-1118, IEEE
Press, Piscataway NJ, 2004.
Technical
report version (Reihe CI 185/04, SFB 531, Universität Dortmund, 2004)
Jörn Mehnen, Thomas Michelitsch,
Thomas Bartz-Beielstein, Nadine Henkenjohann
Systematic Analyses of Multi-objective Evolutionary
Algorithms Applied to Real-World Problems Using Statistical Design of
Experiments. In: Intelligent Computation in Manufacturing Engineering, 4th
CIRP International Seminar on Intelligent Computation in Manufacturing
Engineering, CIRP ICME '04, R. Teti (Editor), Sorrento, Naples, 30 June-2.
July 2004, pp. 171-178, 2004.
Klaus Weinert, Jörn Mehnen, Thomas
Michelitsch, Karlheinz Schmitt, Thomas 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 (WGP-Annalen), XI, 1, pp.
77-80, 2004.
Thomas Bartz-Beielstein, Marcel de Vegt, Konstantinos E. Parsopoulos,
Michael N. Vrahatis
Designing Particle Swarm Algorithms with
Regression Trees, Reihe CI 173/04, SFB 531, Universität Dortmund, 2004.
Jörn Mehnen, Thomas Michelitsch,
Thomas Beielstein, Karlheinz Schmitt
Evolutionary Optimization of Mould Temperature
Control Strategies: Encoding and Solving the Multiobjective Problem with
Standard Evolution Strategy and Kit for Evolutionary Algorithms. In: Journal
of Engineering Manufacture, pp. 657-666, Proceedings of the Institution of
Mechanical Engineers, Part B, ISSN 0954-4054, June 2004, Vol 218, No B6,
Professional Engineering Publishing, London, UK, 2004.
2003
Thomas Bartz-Beielstein, Philipp
Limbourg, Jörn Mehnen, Karlheinz Schmitt, Konstantinos E. Parsopoulos,
Michael N. Vrahatis
Particle swarm optimizers for Pareto optimization
with enhanced archiving techniques, Proc. 2003 Congress on Evolutionary
Computation (CEC'03), Canberra, IEEE Press, Piscataway NJ, 2003.
Technical
report version (Reihe CI 153/03, SFB 531, Universität Dortmund, 2003)
Thomas Bartz-Beielstein, Boris
Naujoks
Tuning Multi Criteria Evolutionary Algorithms for Airfoil Design
Optimization, Technical Report of the Collaborative Research
Center 531 Computational
Intelligence, CI-159/03, University
of Dortmund, December,
2003
Thomas Bartz-Beielstein, Mike Preuss, Sandor Markon
Validation
and optimization of an elevator simulation model with modern search
heuristics, Technical Report of the Collaborative Research Center 531
Computational Intelligence, CI-158/03, University of Dortmund,
November, 2003
Thomas Bartz-Beielstein
Experimental
Analysis of Evolution Strategies - Overview and Comprehensive Introduction.
Reihe CI 157/03, SFB 531, Universität Dortmund, 2003
Thomas Beielstein, Sandor Markon, Mike Preuss
Algorithm based validation of a simplified elevator group controller model,
T. Ibaraki, Proc. 5th Metaheuristics Int'l Conf. (MIC'03), 06/1-06/13 (CD-ROM),
Kyoto, Japan, 2003
Technical report version (Reihe CI 152/03, SFB 531,
Universität Dortmund, 2003)
Thomas Bartz-Beielstein, Mike Preuss,
Andreas Reinholz
Evolutionary algorithms for optimization
practitioners, Interner Bericht des Sonderforschungsbereichs 531 Computational
Intelligence, CI-151/03, Universität Dortmund, Juli, 2003
Thomas Beielstein, Jörn Mehnen, Lutz Schönemann, Hans-Paul Schwefel,
Tobias Surmann, Klaus Weinert, Dirk Wiesmann
Design of evolutionary algorithms and applications in surface reconstruction,
H.-P. Schwefel, I. Wegener, K. Weinert, Advances in Computational
Intelligence - Theory and Practice, 145-193, Springer, Berlin, 2003
Thomas Beielstein, Sandor Markon, Mike Preuss
A parallel approach to elevator optimization based on soft computing, T.
Ibaraki, Proc. 5th Metaheuristics Int'l Conf. (MIC'03), 07/1-07/11 (CD-ROM), Kyoto, Japan, 2003
Technical report version (Reihe CI 147/03, SFB 531,
Universität Dortmund, 2003)
Thomas Beielstein, Claus-Peter Ewald, Sandor Markon
Optimal elevator group control by evolution strategies, E. Cantú-Paz, J. A.
Foster, K. Deb, L. D. Davis, R. Roy, U.-M. O'Reilly, Hans-Georg Beyer, et
al., Proc. Genetic and Evolutionary Computation Conf. (GECCO 2003), Chicago
IL, Part II, 2724, Lecture Notes in Computer Science, 1963-1974, Springer,
Berlin, 2003
Technical
report version (Reihe CI 146/03, SFB 531, Universität Dortmund, 2003)
Thomas Beielstein
Tuning evolutionary algorithms -
Overview and comprehensive introduction, Interner Bericht des
Sonderforschungsbereichs 531 Computational Intelligence, CI-148/03,
Universität Dortmund, April, 2003
2002
Thomas Beielstein, Jan Dienstuhl,
Christian Feist, Marc Pompl
Circuit design using evolutionary algorithms, D. B. Fogel, M. A. El-Sharkawi,
X. Yao, G. Greenwood, H. Iba, P. Marrow, M. Shackleton, Proc. 2002 Congress
on Evolutionary Computation (CEC'02) within Third IEEE World Congress on
Computational Intelligence (WCCI'02), Honolulu HI, 1904-1909, IEEE Press,
Piscataway NJ, 2002
Thomas Beielstein, Sandor Markon
Threshold selection, hypothesis tests, and DOE methods, D. B. Fogel, M. A.
El-Sharkawi, X. Yao, G. Greenwood, H. Iba, P. Marrow, M. Shackleton, Proc.
2002 Congress on Evolutionary Computation (CEC'02) within Third IEEE World
Congress on Computational Intelligence (WCCI'02), Honolulu HI, 777-782, IEEE
Press, Piscataway NJ, 2002
Thomas Beielstein, Konstantinos E. Parsopoulos, Michael N. Vrahatis
Tuning PSO parameters through
sensitivity analysis, Interner Bericht des Sonderforschungsbereichs 531
Computational Intelligence, CI-124/02, Universität Dortmund, Januar, 2002
2001
Thomas Beielstein, Jan Dienstuhl, Christian Feist, Marc Pompl
Circuit design using evolutionary
algorithms,
Interner Bericht des Sonderforschungsbereichs 531 Computational Intelligence,
CI-122/01, Universität Dortmund, Dezember, 2001
Thomas Beielstein, Sandor Markon
Threshold selection, hypothesis tests,
and DoE methods, Interner Bericht des Sonderforschungsbereichs 531 Computational
Intelligence, CI-121/01, Universität Dortmund, Dezember, 2001
Sandor Markon, Dirk V. Arnold,
Thomas Bäck, Thomas Beielstein, Hans-Georg Beyer
Thresholding
- A selection operator for noisy ES, J.-H. Kim, B.-T. Zhang, G. Fogel, I.
Kuscu, Proc. 2001 Congress on Evolutionary Computation (CEC'01), Seoul, 465-472, IEEE Press, Piscataway NJ,
2001
1995-2000 (Teaching Math
and Computer Science)
Horst F. Wedde, Thomas Beielstein
Informatik an
einer Waldorfschule: Ziele, Erfahrungen, Perspektiven. In:
Erziehungskunst, ISSN 0014-0333, Juni 2000, pp. 678-687, Verlag Freies
Geistesleben & Urachhaus, 2000
1995
Thomas Bäck, Thomas Beielstein,
Boris Naujoks, Jochen Heistermann
Evolutionary
algorithms for the optimization of simulation models using PVM, J.
Dongarra, M. Gengler, B. Tourancheau, X. Vigouroux, Second European PVM
Users' Group Meeting (EuroPVM'95), 277-282, Hermès, Paris, 1995
Markus Höhfeld, Jochen Heistermann, Cornelia Kappler, Helge Rosé,
Thomas Bäck, Thomas Beielstein, Boris Naujoks
Anwendungen evolutionärer Algorithmen, G. Wolf, R. Schmidt, M. van der Meer,
Statusseminar des BMBF "Bioinformatik", 281-292, Projektträger
Informationstechnik des BMBF bei der Deutschen Forschungsanstalt für Luft-
und Raumfahrt e.V., Berlin, 1995
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