Foundations of Genetic Algorithms 1993 (FOGA 2) (Volume 2) (Foundations of Genetic Algorithms, Volume 2)

L.Darrell Whitley

ISBN 10: 1558602631 ISBN 13: 9781558602632

Editorial: Morgan Kaufmann, 1993

Idioma: Ingl�s

Condici�n: Usado - Muy bueno Encuadernaci�n de tapa dura

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1st edition in near fine condition.

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Detalles bibliogr�ficos

T�tulo

Foundations of Genetic Algorithms 1993 (FOGA 2) (Volume 2) (Foundations of Genetic Algorithms, Volume 2)

Editor

Morgan Kaufmann

Fecha de publicaci�n

1993

Idioma

Ingl�s

ISBN 10

1558602631

ISBN 13

9781558602632

Encuadernaci�n

Hardcover

Edici�n

1st Edition

Estado

Near Fine

Cat�logos de vendedores

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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.

Rese�a 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.

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