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 and R. Kalkreuth: An Emperical Study on the Parametrization of Cartesian Genetic Programming, accepted for publication in GECCO '16 Companion, Annual Genetic and Evolutionary Computation Conference, Berlin, 2017

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: 2017-04-02 14:46 by Roman Kalkreuth
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