Code: 01653604

Evolutionary Algorithms

Name: Evolutionary Algorithms
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01653604
Price: 109.54 EUR
Availability: InStock
Author: William M. Spears
ISBN: 9783642086243

by William M. Spears

Language: English
Binding: Paperback
Number of pages: 222
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, 2010
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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.