Genetic Programming Theory and Practice XI

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 in this volume include: evo...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Riolo, Rick (Editor ), Moore, Jason H. (Editor ), Kotanchek, Mark (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2014.
Edición:1st ed. 2014.
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:
  • Extreme Accuracy in Symbolic Regression
  • Exploring Interestingness in a Computational Evolution System for the Genome-Wide Genetic Analysis of Alzheimer's Disease
  • Optimizing a Cloud Contract Portfolio using Genetic Programming-based Load Models
  • Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data
  • Grounded Simulation: Using Simulated Evolution to Guide Embodied Evolution
  • Applying Genetic Programming in Business Forecasting
  • Explaining Unemployment Rates with Symbolic Regression
  • Uniform Linear Transformation with Repair and Alternation in Genetic Programming
  • A Deterministic and Symbolic Regression Hybrid Applied to Resting-State fMRI Data
  • Gaining Deeper Insights in Symbolic Regression
  • Geometric Semantic Genetic Programming for Real Life Applications
  • Evaluation of Parameter Contribution to Neural Network Size and Fitness in ATHENA for Genetic Analysis.

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