Bagot, B. and Pohlheim, H.:
Complementary selection and variation for an efficient multiobjective optimization of complex systems.
in Corne, D. (ed.): Proceedings of the 2005 IEEE Congress on Evolutionary Computation (CEC 2005), Vol. 1, pp. 751-757, IEEE Press, 2005. draft (pdf, 217 KB) |
poster (pdf, 48 KB)
Bagot, B. and Pohlheim, H.:
Complementary selection and variation for an efficient multiobjective optimization of complex systems.
in Poli, R. (ed.): GECCO’2004 - Proceedings of the Genetic and Evolutionary Computation Conference – Late Breaking Papers,
distributed on CD-ROM at GECCO 2004, 2004. paper (pdf, 268 KB)
Pohlheim, H.:
Competition and Cooperation in Extended Evolutionary Algorithms.
in Spector, L. (ed.): GECCO’2001 - Proceedings of the Genetic and Evolutionary Computation Conference – Late Breaking Papers.
San Francisco, CA: Morgan Kaufmann Publishers, pp. 331-338, 2001. paper (pdf, 256 KB) |
slides (pdf, 212 KB)
Jain, B. J., Pohlheim, H. and Wegener, J.:
On Termination Criteria of Evolutionary Algorithms.
in Spector, L. (ed.): GECCO’2001 - Proceedings of the Genetic and Evolutionary Computation Conference.
San Francisco, CA: Morgan Kaufmann Publishers, pp. 768, 2001. paper (pdf, 209 KB) |
poster (pdf, 122 KB)
Pohlheim, H., Wegener, J. and Sthamer, H.:
Testing the Temporal Behavior of Real-Time Engine Control Software Modules using Extended Evolutionary Algorithms.
in VDI-Berichte 1526, Düsseldorf: VDI-Verlag, pp. 61-65, 2000.
GMA/GI Fachtagung: Computational Intelligence im industriellen Einsatz, Baden-Baden, 11./12. May 2000 paper (pdf, 226 KB, 5 pages) |
poster (pdf, 287 KB)
Pohlheim, H.:
Konkurrenz und Kooperation in Erweiterten Evolutionären Algorithmen.
Proceedings of 45th International Scientific Colloquium Ilmenau, Germany, pp. 179-187, 2000. paper (pdf, 251 KB) |
slides (pdf, 336 KB)
Pohlheim, H.:
Visualization of Evolutionary Algorithms - set of standard techniques and multidimensional visualization.
in Banzhaf, W. (ed.): GECCO'99 - Proceedings of the Genetic and Evolutionary Computation Conference,
San Francisco, CA: Morgan Kaufmann, pp. 533-540, 1999. paper (pdf, 791 KB) |
slides (pdf, 867 KB) |
poster (pdf, 639 KB)
Pohlheim, H. and Heißner, A.:
Optimal Control of Greenhouse Climate using Real-World Weather Data and Evolutionary Algorithms.
in Banzhaf, W. (ed.): GECCO'99 - Proceedings of the Genetic and Evolutionary Computation Conference,
San Francisco, CA: Morgan Kaufmann, pp. 1672-1677, 1999.
Abstract |
paper (pdf, 198 KB) |
slides (pdf, 245 KB)
Pohlheim, H. and Wegener, J.:
Testing the Temporal Behavior of Real-Time Software Modules using Extended Evolutionary Algorithms.
in Banzhaf, W. (ed.): GECCO'99 - Proceedings of the Genetic and Evolutionary Computation Conference,
San Francisco, CA: Morgan Kaufmann, p. 1795, 1999. paper (pdf, 95 KB, 1 page) |
full (unpublished) paper (pdf, 454 KB, 8 pages) |
poster (pdf, 184 KB)
Wegener, J., Pohlheim, H. and Sthamer, H.:
Testing the Temporal Behaviour of Real-Time Tasks using Extended Evolutionary Algorithms.
in Proceedings of the Seventh European Conference on Software Testing, Analysis and Review,
Barcelona, Spain, 1999.
see paper of GECCO'99 publication above
Pohlheim, H.:
Visualization of Evolutionary Algorithms - Real-World Application of Standard Techniques and Multidimensional Visualization.
in Banzhaf, W.: GECCO'99 - Proceedings of the Genetic and Evolutionary Computation Conference - Workshop program,
San Francisco, CA: Morgan Kaufmann, pp. 101-103, 1999.
Abstract |
paper (pdf, 109 KB) |
slides (pdf, 387 KB)
Pohlheim, H., Pawletta, S. and Westphal, A.:
Parallel Evolutionary Optimization under Matlab on standard computing networks.
in Banzhaf, W. (eds.): GECCO'99 - Proceedings of the Genetic and Evolutionary Computation Conference - Workshop program,
San Francisco, CA: Morgan Kaufmann, pp. 174-177, 1999.
Abstract |
paper (pdf, 122 KB) |
slides (pdf, 121 KB)
Pohlheim, H. and Heißner, A.:
Optimal Control of Greenhouse Climate using a Short Time Greenhouse Climate Model and Evolutionary Algorithms.
Proceedings of 3rd IFAC/ISHS Workshop on "Mathematical and Control Applications in Agriculture & Horticulture",
pp. 113-118, 1997.
Abstract |
paper (pdf, 268 KB) |
slides (pdf)
Pohlheim, H.:
Advanced Techniques for the Visualization of Evolutionary Algorithms.
Proceedings of 42. International Scientific Colloquium Ilmenau, vol. 3, pp. 60-68, 1997.
Abstract | paper (pdf) | slides (pdf)
Pohlheim, H. and Heißner, A.:
Optimal Control of Greenhouse Climate using Evolutionary Algorithms.
Proceedings of 42. International Scientific Colloquium Ilmenau, vol. 3, pp. 9-16, 1997.
Abstract | paper (pdf) | slides (pdf)
Pohlheim, H. and Marenbach, P.:
Generation of structured process models using genetic programming.
in Fogarty, T. C.: Evolutionary Computing. Proceedings of AISB Workshop on Evolutionary Computing 1996, volume 1143 of Lecture Notes in Computer Science, Berlin, Heidelberg, New York: Springer-Verlag, pp. 102-109, 1996.
Abstract | paper (pdf) | slides (pdf)
Pohlheim, H. und Heißner, A.:
Anwendung genetischer Algorithmen zur optimalen Steuerung des Gewächshausklimas.
VDI-Berichte 1282, Düsseldorf: VDI-Verlag, pp. 799-809, 1996.
(Use of genetic algorithms for optimal control of greenhouse climate. in german)
Abstract |
paper (pdf, 305 KB) |
slides (pdf)
Pohlheim, H. and Heißner, A.:
Optimal Control of Greenhouse Climate using Genetic Algorithms.
in Osmera, P.: MENDEL'96 - 2nd International Conference on Genetic Algorithms, pp. 112-119, 1996.
Abstract | paper (pdf)
Chipperfield, A. J., Fleming, P. J. and Pohlheim, H.:
A Genetic Algorithm Toolbox for MATLAB.
Proc. Int. Conf. Sys. Engineering, Coventry, UK, 6-8 Sept., pp. 200-207, 1994.
Abstract | paper (pdf)
Puta, H., Pohlheim, H. und Affa, I.:
Simulation und Entscheidungshilfe für das Ökosystem Barther Bodden.
in VDI-Berichte 1067, Düsseldorf: VDI-Verlag, pp. 429-440, 1993.
(Simulation and decision support system for the ecosystem Barther Bodden. in german)
Abstract
Journal papers
Pohlheim, H.:
Understanding the Course and State of Evolutionary Optimizations Using Visualization:
Ten Years of Industry Experience with Evolutionary Algorithms.
Artificial Life, Vol. 12, Issue 2, pp. 217-227, 2006. draft paper (pdf, 1170 KB)
Pohlheim, H.:
Multidimensional Scaling for Evolutionary Algorithms -
Visualization of the Path through Search Space and Solution Space using SAMMON Mapping.
Artificial Life, Vol. 12, Issue 2, pp. 203-209, 2006. draft paper (pdf, 1458 KB)
Wiesbrock, H.-W., Conrad, M., Fey, I. and Pohlheim, H.:
Ein neues automatisiertes Auswerteverfahren für Regressions- und Back-to-Back-Tests eingebetteter Regelsysteme.
in Softwaretechnik-Trends, Band 22, Heft 3, (ISSN 0720-8928), 2002. draft paper (pdf, 204 KB)
Pohlheim, H.:
Ein genetischer Algorithmus mit Mehrfachpopulationen zur Numerischen Optimierung.
at-Automatisierungstechnik 3 (1995), pp. 127-135, 1995.
(A genetic algorithm with multiple populations for numerical optimization. in german)
Gens, R. und Pohlheim. H.:
Mehrkriterielle Entscheidungsfindung - Optimiertes PARETO-Ranking für MATLAB.
Technischer Bericht, 2001.
(Multi-Criteria Ranking - Optimized PARETO-Ranking for MATLAB. in german,
contains an extensive description of often used multi-objective test function with many graphics) paper (pdf, 82 pages, 6940 KB)
Griep, A. und Pohlheim. H.:
Ressourcenverteilung und Informationsaustausch konkurrierender Unterpopulationen in Erweiterten Evolutionären Algorithmen.
Technischer Bericht, 2001.
(Ressource Distribution and Information Exchange of Competing Subpopulations in Extended Evolutionary Algorithms. in german) paper (pdf, 47 pages, 948 KB)
Pohlheim, H.:
Ermittlung extremer Laufzeiten von Realzeit-Softwaremodulen mit Evolutionären Algorithmen.
interner Technischer Bericht, Daimler Benz AG, 1998.
(Optimization of extreme run time of real time software modules using evolutionary algorithms. in german)
Pohlheim, H.:
Parallelisierung von Berechnungen unter Matlab unter Verwendung von PVM.
interner Technischer Bericht, Daimler Benz AG, 1998.
(Paralleling of calculations in Matlab using PVM. in german)
Pohlheim, H. und Schütte, A.:
Evolutionäre Generierung strukturierter Prozeßmodelle mit Genetischer Programmierung.
interner Technischer Bericht, Daimler Benz AG, 1998.
(Evolutionary generation of structured process models using genetic programming. in german)
Pohlheim, H. und Schütte, A.:
Optimierung der Parameter in einem Verbrennungsmodell für einen Dieselmotor mit Evolutionären Algorithmen.
interner Technischer Bericht FT3/A-1998-001, Daimler Benz AG, 1998.
(Parameter optimization of a combustion model of a diesel engine using evolutionary algorithms. in german)
Pohlheim, H. und Schütte, A.:
Optimierung der Regelung eines Gleichstromstellers mit Evolutionären Algorithmen.
interner Technischer Bericht F3S-97-009, Daimler Benz AG, 1997.
(Optimization of the control of a chopper using evolutionary algorithms. in german)
Pohlheim, H.:
Simulation und Optimierung eines Blaualgen-Wachstums-Modells.
Diplomarbeit, Technische Universität Ilmenau, 1993.
(Simulation and Optimization of a blue-algae growth model. diploma, in german) paper (pdf, 65 pages, 305 KB) |
slides (pdf, 16 pages, 68 KB)
Chipperfield, A., Fleming, P. J., Pohlheim, H. and Fonseca, C. M.:
Genetic Algorithm Toolbox for use with Matlab.
Technical Report No. 512, Department of Automatic Control and Systems Engineering, University of Sheffield, 1994. paper (pdf, 105 pages, 332 KB)