Evolutionary Algorithms: The Role of Mutation and Recombination (Natural Computing Series) - Tapa blanda

Spears, William M. M.

 
9783642086243: Evolutionary Algorithms: The Role of Mutation and Recombination (Natural Computing Series)
Tapa blanda
ISBN 10: 3642086241 ISBN 13: 9783642086243
Editorial: Springer, 2010

Sinopsis

Despite decades of work in evolutionary algorithms, there remains a lot of uncertainty as to when it is beneficial or detrimental to use recombination or mutation. This book provides a characterization of the roles that recombination and mutation play in evolutionary algorithms. It integrates prior theoretical work and introduces new theoretical techniques for studying evolutionary algorithms. An aggregation algorithm for Markov chains is introduced which is useful for studying not only evolutionary algorithms specifically, but also complex systems in general. Practical consequences of the theory are explored and a novel method for comparing search and optimization algorithms is introduced. A focus on discrete rather than real-valued representations allows the book to bridge multiple communities, including evolutionary biologists and population geneticists.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2010
Idioma
Inglés
ISBN 10 
3642086241
ISBN 13 
9783642086243
Encuadernación
Tapa blanda
Número de páginas
236
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Alemania

Otras ediciones populares con el mismo título

9783540669500: Evolutionary Algorithms: The Role of Mutation and Recombination (Natural Computing Series)

Edición Destacada

ISBN 10:  3540669507 ISBN 13:  9783540669500
Editorial: Springer, 2000
Tapa dura