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Cartesian Genetic Programming

Name: Cartesian Genetic Programming
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01657075
Price: 103.1 EUR
Availability: InStock
Author: Julian F. Miller
ISBN: 9783642173097

Julian F. Miller

Language

English

Book Hardback

Libristo code: 01657075

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, September 2011

Cartesian Genetic Programming (CGP) is a highly effective and increasingly popular form of genetic p... Full description

Libristo code: 01657075

249 b

103.10 €

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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 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.