Publications Hartmut Pohlheim

Books
Journal Papers
Conference Papers
Technical Reports

Books

Pohlheim, H.: Evolutionäre Algorithmen - Verfahren, Operatoren, Hinweise aus der Praxis. Berlin, Heidelberg, New York: Springer-Verlag, 1999.
(Evolutionary Algorithms - Methods, Operators, Practical Examples. in german)
More info (table of contents, introduction, references, glossary)
Pohlheim, H.: Entwicklung und systemtechnische Anwendung Evolutionärer Algorithmen. Dissertation, Aachen: Shaker Verlag, Technische Universität Ilmenau, 1998.
(Development and Engineering Application of Evolutionary Algorithms. Ph.D. thesis, in german)
More info (incl. complete text of the dissertation)

Journal papers

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)
[Abstract]

Conference papers

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. ???-???, 2001.
Abstract | 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. ???, 2001.
Abstract | paper (pdf, 209 KB) | poster (pdf, 122 KB)
Pohlheim, H.: Konkurrenz und Kooperation in Erweiterten Evolutionären Algorithmen. Proceedings of 45th International Scientific Colloquium Ilmenau, Germany, pp. 179-187, 2000.
Abstract | paper (pdf, 251 KB) | slides (pdf, ??? 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.
Abstract | paper (pdf, 791 KB) | slides (pdf, 867 KB) | poster (pdf, 639 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.
Abstract | paper (pdf) | slides (pdf)
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. ???-???, 1999.
Abstract | paper (pdf, ??? 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) | 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 | 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

Technical Reports

Pohlheim, H.: GEATbx: Genetic and Evolutionary Algorithm Toolbox for use with Matlab - Documentation and Source. Technical Report, 1995-2001.
The GEATbx has an own web site at www.geatbx.com.
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. und Heißner, A.: Optimale Steuerung des Klimas im Gewächshaus mit Evolutionären Algorithmen: Grundlagen, Verfahren und Ergebnisse. Technischer Bericht, Technische Universität Ilmenau, 1995-1998.
(Optimal control of greenhouse climate using evolutionary algorithms: models, methods and results. 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)
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.

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