Opis
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.
Szczegóły książki
Format
eBook
Strony
314 stron
Język
Angielski
Opublikowany
Jan 10, 2010
Wydawca
Oxford University Press, USA
Wydania
3 editions
ISBN-10
1280760796
ISBN-13
9781280760792