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Advances in Evolutionary Algorithms: Theory, Design and Practice: 18 (Studies in Computational Intelligence) - Tapa blanda

Ahn, Chang Wook Wook

 
9783642068607: Advances in Evolutionary Algorithms: Theory, Design and Practice: 18 (Studies in Computational Intelligence)
Tapa blanda
ISBN 10: 364206860X ISBN 13: 9783642068607
Editorial: Springer, 2010

Sinopsis

Every real-world problem from economic to scientific and engineering fields is ultimately confronted with a common task, viz., optimization. Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms. In this regard, five significant issues have been investigated:

  • Bridging the gap between theory and practice of GEAs, thereby providing practical design guidelines.
  • Demonstrating the practical use of the suggested road map.
  • Offering a useful tool to significantly enhance the exploratory power in time-constrained and memory-limited applications.
  • Providing a class of promising procedures that are capable of scalably solving hard problems in the continuous domain.
  • Opening an important track for multiobjective GEA research that relies on decomposition principle.

This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation.

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

De la contraportada

Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms. In this regard, five significant issues have been investigated:

  • Bridging the gap between theory and practice of GEAs, thereby providing practical design guidelines.
  • Demonstrating the practical use of the suggested road map.
  • Offering a useful tool to significantly enhance the exploratory power in time-constrained and memory-limited applications.
  • Providing a class of promising procedures that are capable of scalably solving hard problems in the continuous domain.
  • Opening an important track for multiobjective GEA research that relies on decomposition principle.

This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation.

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

Editorial
Springer
Año de publicación
2010
Idioma
Inglés
ISBN 10 
364206860X
ISBN 13 
9783642068607
Encuadernación
Tapa blanda
Número de páginas
188
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Otras ediciones populares con el mismo título

9783540317586: Advances in Evolutionary Algorithms: Theory, Design and Practice: 18 (Studies in Computational Intelligence, 18)

Edición Destacada

ISBN 10:  3540317589 ISBN 13:  9783540317586
Editorial: Springer, 2006
Tapa dura