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Evolutionary Algorithms

The Role of Mutation and Recombination

Jezik AngleščinaAngleščina
Knjiga Mehka
Knjiga Evolutionary Algorithms William M. Spears
Koda Libristo: 01653604
Založba 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... Celoten opis
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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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O knjigi

Polni naslov Evolutionary Algorithms
Avtor William M. Spears
Jezik Angleščina
Vezava Knjiga - Mehka
Datum izida 2010
Število strani 222
EAN 9783642086243
ISBN 3642086241
Koda Libristo 01653604
Založba Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Teža 374
Mere 158 x 235 x 13

Kategorije

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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