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Foundations of Genetic Programming

Name: Foundations of Genetic Programming
Brand: Springer, Berlin
SKU: 01652745
Price: 107.29 EUR
Availability: InStock
Author: William B. Langdon
ISBN: 9783642076329

William B. Langdon

Riccardo Poli

Language

English

Book Paperback

Libristo code: 01652745

Publishers Springer, Berlin, November 2009

This is one of the only books to provide a complete and coherent review of the theory of genetic pro... Full description

Libristo code: 01652745

263 b

107.29 € VAT included

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This is one of the only books to provide a complete and coherent review of the theory of genetic programming (GP). In doing so, it provides a coherent consolidation of recent work on the theoretical foundations of GP. A concise introduction to GP and genetic algorithms (GA) is followed by a discussion of fitness landscapes and other theoretical approaches to natural and artificial evolution. Having surveyed early approaches to GP theory it presents new exact schema analysis, showing that it applies to GP as well as to the simpler GAs. New results on the potentially infinite number of possible programs are followed by two chapters applying these new techniques.