Genetic Programming Theory and Practice VIII


ISBN: 978-1-4419-7746-5 (Print) 978-1-4419-7747-2 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages 1-1

  2. Chapter

    Pages 1-16

    Finch: A System for Evolving Java (Bytecode)

  3. Chapter

    Pages 17-33

    Towards Practical Autoconstructive Evolution: Self-Evolution of Problem-Solving Genetic Programming Systems

  4. Chapter

    Pages 35-54

    The Rubik Cube and GP Temporal Sequence Learning: An Initial Study

  5. Chapter

    Pages 55-69

    Ensemble Classifiers: AdaBoost and Orthogonal Evolution of Teams

  6. Chapter

    Pages 71-89

    Covariant Tarpeian Method for Bloat Control in Genetic Programming

  7. Chapter

    Pages 91-107

    A Survey of Self Modifying Cartesian Genetic Programming

  8. Chapter

    Pages 109-128

    Abstract Expression Grammar Symbolic Regression

  9. Chapter

    Pages 129-146

    Age-Fitness Pareto Optimization

  10. Chapter

    Pages 147-160

    Scalable Symbolic Regression by Continuous Evolution with Very Small Populations

  11. Chapter

    Pages 161-173

    Symbolic Density Models of One-in-a-Billion Statistical Tails via Importance Sampling and Genetic Programming

  12. Chapter

    Pages 175-194

    Genetic Programming Transforms in Linear Regression Situations

  13. Chapter

    Pages 195-210

    Exploiting Expert Knowledge of Protein-Protein Interactions in a Computational Evolution System for Detecting Epistasis

  14. Chapter

    Pages 211-226

    Composition of Music and Financial Strategies via Genetic Programming

  15. Chapter

    Pages 227-244

    Evolutionary Art Using Summed Multi-Objective Ranks

  16. Back Matter

    Pages 16-16