Machine Learning 1995 Workshop
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The workshop was held in conjunction with

The Twelfth International Conference on Machine Learning

in Granlibakken resort, Tahoe City, California, on July 9, 1995.

Workshop Proceedings

Genetic programming -- from Theory to Real-World Applications. Proc. of the workshop organized in conjunction with the Twelfth International Conference on Machine Learning. Editor: Justinian P. Rosca, TR-NRL02, University of Rochester, Rochester NY, 1995. 

Request copies from Peg Meeker (URCS)

Contents

 

PREFACE & ACKNOWLEDGEMENTS

 

THEORY AND ALGORITHM EXTENSIONS

 
Byoung-Tak Zhang and Heinz Muhlenbein. Bayesian Inference, Minimum Description Length Principle and Learning by Genetic Programming - page 1
Peter Nordin, Frank Francone and Wolfgang Banzhaf. Explicitly Defined Introns and Destructive Crossover in Genetic Programming - page 6
Justinian P. Rosca. Entropy-Driven Adaptive Representation - page 23
Peter A. Whigham. Gramatically-Based Genetic Programming - page 33
Jurgen Schmidhuber. Beyond ``Genetic Programming:'' Incremental Self-Improvement - page 42

 

APPLICATIONS

 
Saso Dzeroski, Ljupco Todorovski and Igor Petrovski. Dynamical System Identification with Machine Learning - page 50
Hitoshi Iba, Taisuke Sato and Hugo de Garis.B Numerical Genetic Programming for System Identification - page 64
Astro Teller and Manuela Veloso. The Discovery of Algorithms for Automatic Database Retrieval - page 76
John R. Koza and David Andre. Automatic Discovery Using Genetic Programming of an Unknown-Sized Detector of Protein Motifs Containing Repeatedly-Used Subexpressions - page 89
Simon Handley. Predicting Whether Or Not a 60-Base DNA Sequence Contains a Centrally-Located Splice Site Using Genetic Programming - page 98
Stewart N. Taylor. Evolution by Genetic Programming of a Spatial Robot Juggling Control Algorithm - page 104

 

IMPLEMENTATIONS

 
David Andre and John R. Koza. Parallel Genetic Programming on a Network of Transputers - page 111
Ronald L. Crepeau. Genetic Evolution of Machine Language Software - page 121

 

Ordering information can be obtained from Peg Meeker at peg@cs.rochester.edu

 

Workshop Information

Workshop Description

Workshop Schedule

 

Last Modified 06/06/1996

Justinian Rosca
Univeristy of Rochester
© Justinian Rosca 2003 Home ] Up ] Publications ] Photos ] Demos ]