Cartesian Genetic Programming

• Corporate Author: SpringerLink (Online service)
• Other Authors: Miller, Julian F. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Series: Natural Computing Series,
• Subjects: Computer science.; Computers.; Artificial intelligence.; Application software.; Computer-aided engineering.; Electrical engineering.; Computer Science.; Theory of Computation.; Electrical Engineering.; Artificial Intelligence (incl. Robotics).; Computer-Aided Engineering (CAD, CAE) and Design.; Computer Appl. in Arts and Humanities.

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...

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.