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Table of Contents



Preface What's in this book

About the authors

Dedications

Chapter 1: Introduction Part I: Basics

Chapter 2: Representation, Initialisation and Operators in Tree-based GP Chapter 3: Getting Ready to Run Genetic Programming Chapter 4: Example Genetic Programming Run Part II: Advanced Genetic Programming

Chapter 5: Alternative Initialisations and Operators in Tree-based GP Chapter 6: Modular, Grammatical and Developmental Tree-based GP Chapter 7: Linear and Graph Genetic Programming Chapter 8: Probabilistic Genetic Programming Chapter 9: Multi-objective Genetic Programming Chapter 10: Fast and Distributed Genetic Programming Chapter 11: GP Theory and its Applications Part III: Practical Genetic Programming

Chapter 12: Applications Chapter 13: Troubleshooting GP Chapter 14: Conclusions

Part IV: Tricks of the Trade

Appendix A: Resources Appendix B: TinyGP Bibliography
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