Roman Kalkreuth

Room: 209
Phone: +49 231 755-7714
Fax: +49 231 755 7740
E-Mail: roman.kalkreuthtu-dortmund.de PGP-Key

Consultation hours

By appointment via e-mail

Research Interests

  • Evolutionary Algorithms, in particular Genetic Programming and Cartesian Genetic Programming
  • Evolutionary Multiobjective Optimization
  • Evolutionary Computation for Image Processing and Analysis

Resources

Subgraph Crossover for Cartesian Genetic Programming (ECJ Source Code)

Teaching



Summer term 2017

Winter term 2016/17

Summer term 2016

Winter term 2015/16

Publications

P. Kaufmann, R. Kalkreuth: An Empirical Study on the Parametrization of Cartesian Genetic Programming, accepted for publication in Proceedings of the Annual Genetic and Evolutionary Computation Conference (GECCO 2017), 15 - 19 July 2017, Berlin (Germany).

R. Kalkreuth, G. Rudolph, and A. Droschinsky: A New Subgraph Crossover for Cartesian Genetic Programming , accepted for publication in Proceedings of the 20th European Conference on Genetic Programming (EuroGP 2017), 19 - 21 April 2017, Amsterdam (The Netherlands).

R. Kalkreuth, G. Rudolph, and J. Krone: More Efficient Evolution of Small Genetic Programs in Cartesian Genetic Programming by Using Genotypic Age, Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC 2016), 25 - 29 July 2016, Vancouver (Canada).

R. Kalkreuth, G. Rudolph and J. Krone: Improving Convergence in Cartesian Genetic Programming Using Adaptive Crossover, Mutation and Selection, in 2015 IEEE Symposium Series on Computational Intelligence: Symposium on Foundations of Computational Intelligence (2015 IEEE FOCI), Cape Town, South Africa, 2015

R. Kalkreuth, G. Rudolph und J. Krone: Automatische Generierung von Bildoperationsketten mittels genetischer Programmierung und CMA-Evolutionsstrategie, pp. 95-112 in F. Hoffmann and E. Hüllermeier (eds.): Proceedings of the 24th GMA Workshop on Computational Intelligence, Universitätsverlag Karlsruhe 2014

R. Kalkreuth, J. Krone und M. Schneider : Automatische Generierung von Bildoperationsketten mittels genetischer Programmierung, pp. 325-340 in F. Hoffmann and E. Hüllermeier (eds.): Proceedings of the 22th GMA Workshop on Computational Intelligence, Universitätsverlag Karlsruhe 2012

 
Last modified: 2017-03-21 12:32 by Roman Kalkreuth
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