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Advances in Differential Evolution

Differential evolution is arguably one of the hottest topics in today's computational intelligence research. This book seeks to present a comprehensive study of the state of the art in this technology and also directions for future research. The fourteen chapters of this book have been written...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Chakraborty, Uday K. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Studies in Computational Intelligence, 143
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Differential Evolution Research - Trends and Open Questions
  • Eliminating Drift Bias from the Differential Evolution Algorithm
  • An Analysis of the Control Parameters' Adaptation in DE
  • Stopping Criteria for Differential Evolution in Constrained Single-Objective Optimization
  • Constrained Optimization by ? Constrained Differential Evolution with Dynamic ?-Level Control
  • Opposition-Based Differential Evolution
  • Multi-objective Optimization Using Differential Evolution: A Survey of the State-of-the-Art
  • A Review of Major Application Areas of Differential Evolution
  • The Differential Evolution Algorithm as Applied to Array Antennas and Imaging
  • Applications of Differential Evolution in Power System Optimization
  • Self-adaptive Differential Evolution Using Chaotic Local Search for Solving Power Economic Dispatch with Nonsmooth Fuel Cost Function
  • An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program
  • Differential Evolution for the Offline and Online Optimization of Fed-Batch Fermentation Processes
  • Worst Case Analysis of Control Law for Re-entry Vehicles Using Hybrid Differential Evolution.