Kniha Evolutionary Algorithms in Theory and Practice Thomas Back

Evolutionary Algorithms in Theory and Practice

Evolution Strategies, Evolutionary Programming, Genetic Algorithms

Autor: Thomas Back
Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele
Odesíláme za 10-18 dnů
5 922
This book compares the three most prominent representatives of evolutionary algorithms - genetic alg...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
1996
Stránek
328
EAN
9780195099713
ISBN
0195099710
Enbook ID
04513701
Hmotnost
632
Rozměry
163 x 241 x 23

Kompletní popis

This book compares the three most prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies, and evolutionary programming - computational methods at the border between computer science and evolutionary biology. The algorithms are explained within a common formal framework, thereby clarifying the similarities and differences of these methods. The author also presents new results regarding the role of mutation and selection in genetic algorithms, and uses a meta-evolutionary approach to confirm some of the theoretical results.

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