Evolutionary Algorithms in Theory and Practice: Evolution Strategies, Evolutionary Programming, Genetic Algorithms
Autor Thomas Bäcken Limba Engleză Hardback – 14 feb 1996
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 ingenetic algorithms and uses a meta-evolutionary approach to confirm some of the theoretical results.
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Specificații
ISBN-13: 9780195099713
ISBN-10: 0195099710
Pagini: 328
Ilustrații: line figures, tables
Dimensiuni: 243 x 163 x 23 mm
Greutate: 0.59 kg
Editura: Oxford University Press
Colecția OUP USA
Locul publicării:New York, United States
ISBN-10: 0195099710
Pagini: 328
Ilustrații: line figures, tables
Dimensiuni: 243 x 163 x 23 mm
Greutate: 0.59 kg
Editura: Oxford University Press
Colecția OUP USA
Locul publicării:New York, United States
Recenzii
The reviewed book gives an unified mathematical representation of evolutionary algorithms. The book can be useful to researches in the theory of evolutionary algorithms.