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

Hardcover

ISBN 10: 1558601708 ISBN 13: 9781558601703

Verlag: Morgan Kaufmann Publishers In, 1991

Inhaltsangabe

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.

Details zur Ausgabe

• Verlag: Morgan Kaufmann Publishers In
• Erscheinungsdatum: 1991
• ISBN 10: 1558601708
• ISBN 13: 9781558601703
• Einband: Tapa dura
• Sprache: Englisch
• Anzahl der Seiten: 348
• Herausgeber: Rawlins Gregory J.E.
• Kontakt zum Hersteller: Nicht verfügbar