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Book synopsis

Despite decades of work in evolutionary algorithms, there remains an uncertainty as to the relative benefits and detriments of using recombination or mutation. This book provides a characterization of the roles that recombination and mutation play in evolutionary algorithms. It integrates important prior work and introduces new theoretical techniques for studying evolutionary algorithms. Consequences of the theory are explored and a novel method for comparing search and optimization algorithms is introduced. The focus allows the book to bridge multiple communities, including evolutionary biologists and population geneticists.

Book details

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

• Full title: Evolutionary Algorithms
• Subtitle: The Role of Mutation and Recombination
• Author: William M. Spears
• Language: English
• Binding: Paperback
• Number of pages: 222
• EAN: 9783642086243
• ISBN: 3642086241
• ID: 01653604
• Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Weight: 374 g
• Dimensions: 235 × 158 × 13 mm
• Date of publishing: 09. December 2010

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