Genetic Programming Theory and Practice XII

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: gen...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Riolo, Rick (Editor ), Worzel, William P. (Editor ), Kotanchek, Mark (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Genetic and Evolutionary Computation,
Temas:
Artificial intelligence.
Algorithms.
Computer programming.
Artificial Intelligence.
Programming Techniques.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Application of Machine-Learing Methods to Understand Gene Expression Regulation
  • Identification of Novel Genetic Models of Glaucoma using the "Emergent" Genetic Programming-Based Artificial Intelligence System
  • Inheritable Epigenetics in Genetic Programming
  • SKGP: The Way of the Combinator
  • Sequential Symbolic Regression with Genetic Programming
  • Sliding Window Symbolic Regression for Detecting Changes of System Dynamics
  • Extremely Accurate Symbolic Regression for Large Feature Problems
  • How to Exploit Alignment in the Error Space: Two Different GP Models
  • Analyzing a Decade of Human-Competitive ("HUMIE") Winners: What Can We Learn?
  • Tackling the Boolean Multiplexer Function Using a Highly Distributed Genetic Programming System.

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