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Jun 5, 2009

Genetic Programming-A Field Guide

1 Introduction
2 Representation, Initialisation and Operators in Tree-based GP
3 Getting Ready to Run Genetic Programming
4 Example Genetic Programming Run
II Advanced Genetic Programming
5 Alternative Initialisations and Operators in Tree-based GP
6 Modular, Grammatical and Developmental Tree-based GP
7 Linear and Graph Genetic Programming
8 Probabilistic Genetic Programming
9 Multi-objective Genetic Programming
10 Fast and Distributed Genetic Programming
11 GP Theory and its Applications
III Practical Genetic Programming
12 Applications
13 Troubleshooting GP
14 Conclusions

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