1998•Unpublished venueRequires access

Genetic programming - An Introduction: On the Automatic Evolution of Computer Programs and Its Applications

Wolfgang Banzhaf, Frank D. Francone, Robert E. Keller, Peter C. Nordin

Abstract

1 Genetic Programming as Machine Learning 2 Genetic Programming and Biology 3 Computer Science and Mathematical Basics 4 Genetic Programming as Evolutionary Computation 5 Basic ConceptsThe Foundation 6 CrossoverThe Center of the Storm 7 Genetic Programming and Emergent Order 8 AnalysisImproving Genetic Programming with Statistics 9 Different Varieties of Genetic Programming 10 Advanced Genetic Programming 11 ImplementationMaking Genetic Programming Work 12 Applications of Genetic Programming 13 Summary and Perspectives A Printed and Recorded Resources B Information Available on the Internet C GP Software D Events

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Key concepts: Genetic programming, Genetic representation, Computer science, Evolutionary programming, Inductive programming, Evolutionary computation, Symbolic programming, Programming language