Genetic Programming Theory and Practice IX

These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics include: modularity and sca...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Riolo, Rick (Editor ), Vladislavleva, Ekaterina (Editor ), Moore, Jason H. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2011.
Edición:1st ed. 2011.
Colección:Genetic and Evolutionary Computation,
Temas:
Artificial intelligence.
Computer science.
Algorithms.
Computer programming.
Artificial Intelligence.
Theory of Computation.
Programming Techniques.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • What's in an evolved name? The evolution of modularity via tag-based Reference
  • Let the Games Evolve!
  • Novelty Search and the Problem with Objectives
  • A fine-grained view of phenotypes and locality in genetic programming
  • Evolution of an Effective Brain-Computer Interface Mouse via Genetic Programming with Adaptive Tarpeian Bloat Control
  • Improved Time Series Prediction and Symbolic Regression with Affine Arithmetic
  • Computational Complexity Analysis of Genetic Programming - Initial Results and Future Directions
  • Accuracy in Symbolic Regression
  • Human-Computer Interaction in a Computational Evolution System for the Genetic Analysis of Cancer
  • Baseline Genetic Programming: Symbolic Regression on Benchmarks for Sensory Evaluation Modeling
  • Detecting Shadow Economy Sizes With Symbolic Regression
  • The Importance of Being Flat - Studying the Program Length Distributions of Operator Equalisation
  • FFX: Fast, Scalable, Deterministic Symbolic Regression Technology.

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