Foundations of Genetic Programming

Name: Foundations of Genetic Programming
Brand: Springer, Berlin
SKU: 9783540424512
Price: 550.27 RON
Availability: InStock

Autor: William B. Langdon, Riccardo Poli

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Legare: Copertă tare

Editura: Springer, Berlin

Disponibilitate: În depozitul extern

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550.27 lei

Genetic programming (GP), one of the most advanced forms of evolutionary computation, has been highl...

Informații despre carte

Autor

William B. Langdon, Riccardo Poli

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2002

Pagini

260

EAN

9783540424512

ISBN

3540424512

Enbook ID

01563684

Editura

Springer, Berlin

Greutate

524

Dimensiuni

166 x 242 x 22

Descriere completă

Genetic programming (GP), one of the most advanced forms of evolutionary computation, has been highly successful as a technique for getting computers to automatically solve problems without having to tell them explicitly how. Since its inceptions more than ten years ago, GP has been used to solve practical problems in a variety of application fields. Along with this ad-hoc engineering approaches interest increased in how and why GP works. This book 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.

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