Foundations of Genetic Algorithms 1991 (FOGA 1) (Volume 1) (Foundations of Genetic Algorithms, Volume 1) - Tapa dura

 
9781558601703: Foundations of Genetic Algorithms 1991 (FOGA 1) (Volume 1) (Foundations of Genetic Algorithms, Volume 1)
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ISBN 10: 1558601708 ISBN 13: 9781558601703
Editorial: Morgan Kaufmann Publishers In, 1991

Sinopsis

Foundations of Genetic Algorithms 1991 (FOGA 1) discusses the theoretical foundations of genetic algorithms (GA) and classifier systems. This book compiles research papers on selection and convergence, coding and representation, problem hardness, deception, classifier system design, variation and recombination, parallelization, and population divergence. Other topics include the non-uniform Walsh-schema transform; spurious correlations and premature convergence in genetic algorithms; and variable default hierarchy separation in a classifier system. The grammar-based genetic algorithm; conditions for implicit parallelism; and analysis of multi-point crossover are also elaborated. This text likewise covers the genetic algorithms for real parameter optimization and isomorphisms of genetic algorithms. This publication is a good reference for students and researchers interested in genetic algorithms.

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Reseña del editor

Foundations of Genetic Algorithms 1991 (FOGA 1) discusses the theoretical foundations of genetic algorithms (GA) and classifier systems.

This book compiles research papers on selection and convergence, coding and representation, problem hardness, deception, classifier system design, variation and recombination, parallelization, and population divergence. Other topics include the non-uniform Walsh-schema transform; spurious correlations and premature convergence in genetic algorithms; and variable default hierarchy separation in a classifier system. The grammar-based genetic algorithm; conditions for implicit parallelism; and analysis of multi-point crossover are also elaborated. This text likewise covers the genetic algorithms for real parameter optimization and isomorphisms of genetic algorithms. This publication is a good reference for students and researchers interested in genetic algorithms.

Reseña del editor

This book addresses the need for a principled approach to understanding the foundations of genetic algorithms and classifer systems as a way of enhancing their further development and application. Each paper presents original research, and most are accessible to anyone with general training in computer science or mathematics.

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

Editorial
Morgan Kaufmann Publishers In
Año de publicación
1991
Idioma
Inglés
ISBN 10 
1558601708
ISBN 13 
9781558601703
Encuadernación
Tapa dura
Número de páginas
348
Editor
Rawlins Gregory J.E.
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781493305957: Foundations of Genetic Algorithms 1991 (FOGA 1)

Edición Destacada

ISBN 10:  1493305956 ISBN 13:  9781493305957
Editorial: Morgan Kaufmann, 2014
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