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Book synopsis

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.

Book details

Book category Books in English Mathematics & science Biology, life sciences Life sciences: general issues

• Full title: Evolutionary Algorithms in Theory and Practice
• Subtitle: Evolution Strategies, Evolutionary Programming, Genetic Algorithms
• Author: Thomas Back
• Language: English
• Binding: Hardback
• Number of pages: 328
• EAN: 9780195099713
• ISBN: 0195099710
• ID: 04513701
• Publisher: Oxford University Press Inc
• Weight: 632 g
• Dimensions: 241 × 163 × 23 mm
• Date of publishing: 15. February 1996

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