Foundations of Genetic Algorithms 1993 (FOGA 2) (Volume 2) (Foundations of Genetic Algorithms, Volume 2) - Tapa dura

 
9781558602632: Foundations of Genetic Algorithms 1993 (FOGA 2) (Volume 2) (Foundations of Genetic Algorithms, Volume 2)
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ISBN 10: 1558602631 ISBN 13: 9781558602632
Editorial: Morgan Kaufmann Publishers In, 1993

Sinopsis

Foundations of Genetic Algorithms, Volume 2 provides insight of theoretical work in genetic algorithms. This book provides a general understanding of a canonical genetic algorithm. Organized into six parts encompassing 19 chapters, this volume begins with an overview of genetic algorithms in the broader adaptive systems context. This text then reviews some results in mathematical genetics that use probability distributions to characterize the effects of recombination on multiple loci in the absence of selection. Other chapters examine the static building block hypothesis (SBBH), which is the underlying assumption used to define deception. This book discusses as well the effect of noise on the quality of convergence of genetic algorithms. The final chapter deals with the primary goal in machine learning and artificial intelligence, which is to dynamically and automatically decompose problems into simpler problems to facilitate their solution. This book is a valuable resource for theorists and genetic algorithm researchers.

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Reseña del editor

Foundations of Genetic Algorithms, Volume 2 provides insight of theoretical work in genetic algorithms. This book provides a general understanding of a canonical genetic algorithm.

Organized into six parts encompassing 19 chapters, this volume begins with an overview of genetic algorithms in the broader adaptive systems context. This text then reviews some results in mathematical genetics that use probability distributions to characterize the effects of recombination on multiple loci in the absence of selection. Other chapters examine the static building block hypothesis (SBBH), which is the underlying assumption used to define deception. This book discusses as well the effect of noise on the quality of convergence of genetic algorithms. The final chapter deals with the primary goal in machine learning and artificial intelligence, which is to dynamically and automatically decompose problems into simpler problems to facilitate their solution.

This book is a valuable resource for theorists and genetic algorithm researchers.

Reseña del editor

A collection of papers on techniques in genetic algorithms.

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

Editorial
Morgan Kaufmann Publishers In
Año de publicación
1993
Idioma
Inglés
ISBN 10 
1558602631
ISBN 13 
9781558602632
Encuadernación
Tapa dura
Número de páginas
322
Editor
FOGA
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781493305919: Foundations of Genetic Algorithms 1993 (FOGA 2)

Edición Destacada

ISBN 10:  1493305913 ISBN 13:  9781493305919
Editorial: Morgan Kaufmann, 2014
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