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Evolutionary Algorithms

The Role of Mutation and Recombination

Language EnglishEnglish
Book Paperback
Book Evolutionary Algorithms William M. Spears
Libristo code: 01653604
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, December 2010
Despite decades of work in evolutionary algorithms, there remains an uncertainty as to the relative... Full description
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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.

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About the book

Full name Evolutionary Algorithms
Author William M. Spears
Language English
Binding Book - Paperback
Date of issue 2010
Number of pages 222
EAN 9783642086243
ISBN 3642086241
Libristo code 01653604
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 374
Dimensions 158 x 235 x 13

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics
Mathematics & Science > Mathematics > Mathematical foundations > Mathematical logic
Mathematics & Science > Biology, life sciences > Life sciences: general issues > Evolution
Computing & Information Technology > Computer science > Mathematical theory of computation > Maths for computer scientists
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
Computing & Information Technology > Computer science > Artificial intelligence
Computing & Information Technology > Information technology: general issues
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