Kitaplar > Genetik > Foundations of Genetic Programming

Foundations of Genetic Programming

Yayım Tarihi
0/2002
Yazar
Yayınevi
Springer
ISBN
9783540424512
Cilt / Sayfa Sayısı
0 Cilt / 0 Sayfa
Baskı Sayısı
0
Fiyatı
295.00 TL

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.