Metaheuristic Procedures for Training Neural Networks

Metaheuristic Procedures For Training Neural Networks provides successful implementations of metaheuristic methods for neural network training. Moreover, the basic principles and fundamental ideas given in the book will allow the readers to create successful training methods on their own. Apart from...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Alba, Enrique (Editor ), Martí, Rafael (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Operations Research/Computer Science Interfaces Series, 35
Temas:
Operations research.
Mathematical optimization.
Mathematical models.
Management science.
Production management.
Mathematics-Data processing.
Operations Research and Decision Theory.
Optimization.
Mathematical Modeling and Industrial Mathematics.
Operations Research, Management Science .
Operations Management.
Computational Mathematics and Numerical Analysis.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Classical Training Methods
  • Local Search Based Methods
  • Simulated Annealing
  • Tabu Search
  • Variable Neighbourhood Search
  • Population Based Methods
  • Estimation of Distribution Algorithms
  • Genetic Algorithms
  • Scatter Search
  • Other Advanced Methods
  • Ant Colony Optimization
  • Cooperative Coevolutionary Methods
  • Greedy Randomized Adaptive Search Procedures
  • Memetic Algorithms.

Ejemplares similares