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.
Produkteigenschaften
- Artikelnummer: 9780195099713
- Medium: Buch
- ISBN: 978-0-19-509971-3
- Verlag: Oxford University Press
- Erscheinungstermin: 11.01.1996
- Sprache(n): Englisch
- Auflage: Erscheinungsjahr 1996
- Produktform: Gebunden, HC gerader Rücken kaschiert
- Gewicht: 663 g
- Seiten: 328
- Format (B x H x T): 161 x 240 x 22 mm
- Ausgabetyp: Kein, Unbekannt
