Genetic Programming Bibliography entries for Heinz Muhlenbein

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GP coauthors/coeditors: Thilo Mahning, Byoung-Tak Zhang, Peter Ohm,

Genetic Programming Articles by Heinz Muhlenbein

  1. Byoung-Tak Zhang and Peter Ohm and Heinz Muehlenbein. Evolutionary Neural Trees for Modeling and Predicting Complex Systems. Engineering Applications of Artificial Intelligence, 10(5):473-483, 1997. details

  2. Byoung-Tak Zhang and Peter Ohm and Heinz M\"uhlenbein. Evolutionary Induction of Sparse Neural Trees. Evolutionary Computation, 5(2):213-236, 1997. details

  3. Byoung-Tak Zhang and Heinz M\"uhlenbein. Balancing Accuracy and Parsimony in Genetic Programming. Evolutionary Computation, 3(1):17-38, 1995. details

  4. Byoung-Tak Zhang and Heinz M\"uhlenbein. Evolving Optimal Neural Networks Using Genetic Algorithms with Occam's Razor. Complex Systems, 7(3):199-220, 1993. details

Genetic Programming conference papers by Heinz Muhlenbein

  1. Byoung-Tak Zhang and Peter Ohm and Heinz Muehlenbein. Water Pollution Prediction with Evolutionary Neural Trees. In Cindy Mason editor, Proccedings 1995 IJCAI Workshop on AI and the Environment, Montreal, Canada, 1995. AAAI and MIT Press. details

  2. Byoung-Tak Zhang and Heinz M\"uhlenbein. Bayesian Inference, Minimum Description Length Principle, and Learning by Genetic Programming. In Justinian P. Rosca editor, Proceedings of the Workshop on Genetic Programming: From Theory to Real-World Applications, pages 1-5, Tahoe City, California, USA, 1995. details

  3. Byoung-Tak Zhang and Heinz M\"uhlenbein. MDL-Based Fitness Functions for Learning Parsimonious Programs. In E. V. Siegel and J. R. Koza editors, Working Notes for the AAAI Symposium on Genetic Programming, pages 122-126, MIT, Cambridge, MA, USA, 1995. AAAI. details

  4. Byoung-Tak Zhang and Heinz M\"uhlenbein. Synthesis of Sigma-Pi Neural Networks by the Breeder Genetic Programming. In Proceedings of IEEE International Conference on Evolutionary Computation (ICEC-94), World Congress on Computational Intelligence, pages 318-323, Orlando, Florida, USA, 1994. IEEE Computer Society Press. details

  5. Byoung-Tak Zhang and Heinz M\"uhlenbein. Genetic Programming of Minimal Neural Nets Using Occam's Razor. In Stephanie Forrest editor, Proceedings of the 5th International Conference on Genetic Algorithms, ICGA-93, pages 342-349, University of Illinois at Urbana-Champaign, 1993. Morgan Kaufmann. details

Genetic Programming book chapters by Heinz Muhlenbein