TY  - BOOK
AU  - 
ED  - SpringerLink (Online service)
TI  - Cartesian Genetic Programming
T2  - Natural Computing Series,
SN  - 9783642173103
AV  - QA75.5-76.95 
U1  - 004.0151 23
PY  - 2011///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg
KW  - Computer science
KW  - Information theory
KW  - Artificial intelligence
KW  - Information systems
KW  - Computer aided design
KW  - Computer engineering
KW  - Computer Science
KW  - Theory of Computation
KW  - Electrical Engineering
KW  - Artificial Intelligence (incl. Robotics)
KW  - Computer-Aided Engineering (CAD, CAE) and Design
KW  - Computer Appl. in Arts and Humanities
N1  - 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; ZDB-2-SCS
N2  - 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 genotypephenotype mapping, in that genes can be noncoding. It has spawned a number of new forms, each improving on the efficiency, among them modular, or embedded, CGP, and self-modifying CGP. It has been applied to many problems in both computer science and applied sciences.  This book contains chapters written by the leading figures in the development and application of CGP, and it will be essential reading for researchers in genetic programming and for engineers and scientists solving applications using these techniques. It will also be useful for advanced undergraduates and postgraduates seeking to understand and utilize a highly efficient form of genetic programming
UR  - http://dx.doi.org/10.1007/978-3-642-17310-3
ER  -