Cartesian Genetic Programming

Cartesian Genetic Programming (CGP) is a highly effective and increasingly popular form of genetic programming. It represents programs in the form of directed graphs, and a particular characteristic is that it has a highly redundant genotype-phenotype mapping, in that genes can be noncoding. It has...

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Bibliographic Details
Call Number:Libro Electrónico
Corporate Author: SpringerLink (Online service)
Other Authors: Miller, Julian F. (Editor)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2011.
Edition:1st ed. 2011.
Series:Natural Computing Series,
Subjects:
Computer science.
Electrical engineering.
Artificial intelligence.
Computer-aided engineering.
Digital humanities.
Theory of Computation.
Electrical and Electronic Engineering.
Artificial Intelligence.
Computer-Aided Engineering (CAD, CAE) and Design.
Digital Humanities.
Online Access:Texto Completo
Table of Contents:
  • Introduction
  • Cartesian Genetic Programming
  • Modular Cartesian Genetic Programming
  • Self-modifying Cartesian Genetic Programming
  • Evolution of Electronic Circuits
  • Image Processing
  • Developmental Approaches
  • Artificial Neural Approaches
  • Medical Applications
  • Hardware Acceleration
  • Control Applications
  • Evolutionary Art
  • Future Directions
  • App. A, A Bibliography of CGP Papers
  • App. B, CGP Software.

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