Genetic Programming Bibliography entries for Christian Igel

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GP coauthors/coeditors: Verena Heidrich-Meisner, Kumar Chellapilla, Martin Kreutz, Marc Toussaint, Jens Niehaus, Wolfgang Banzhaf,

Genetic Programming Articles by Christian Igel

• Verena Heidrich-Meisner and Christian Igel. Neuroevolution strategies for episodic reinforcement learning. Journal of Algorithms, 64(4):152-168, 2009. Special Issue: Reinforcement Learning. details

• Jens Niehaus and Christian Igel and Wolfgang Banzhaf. Reducing the Number of Fitness Evaluations in Graph Genetic Programming Using a Canonical Graph Indexed Database. Evolutionary Computation, 15(2):199-221, 2007. details

• Christian Igel and Marc Toussaint. Neutrality and Self-Adaptation. Natural Computing, 2(2):117-132, 2003. details

Genetic Programming conference papers by Christian Igel

• Christian Igel and Martin Kreutz. Using Fitness Distributions to Improve the Evolution of Learning Structures. In Peter J. Angeline and Zbyszek Michalewicz and Marc Schoenauer and Xin Yao and Ali Zalzala editors, Proceedings of the Congress on Evolutionary Computation, volume 3, pages 1902-1909, Mayflower Hotel, Washington D.C., USA, 1999. IEEE Press. details

• Christian Igel and Kumar Chellapilla. Investigating the Influence of Depth and Degree of Genotypic Change on Fitness in Genetic Programming. In Wolfgang Banzhaf and Jason Daida and Agoston E. Eiben and Max H. Garzon and Vasant Honavar and Mark Jakiela and Robert E. Smith editors, Proceedings of the Genetic and Evolutionary Computation Conference, volume 2, pages 1061-1068, Orlando, Florida, USA, 1999. Morgan Kaufmann. details

• Christian Igel. Causality of Hierarchical Variable Length Representations. In Proceedings of the 1998 IEEE World Congress on Computational Intelligence, pages 324-329, Anchorage, Alaska, USA, 1998. IEEE Press. details

Genetic Programming book chapters by Christian Igel

• Christian Igel and Kumar Chellapilla. Fitness Distributions: Tools for Designing Efficient Evolutionary Computations. In Lee Spector and William B. Langdon and Una-May O'Reilly and Peter J. Angeline editors, Advances in Genetic Programming 3, chapter 9, pages 191-216. MIT Press, Cambridge, MA, USA, 1999. details