Stochastic Global Optimization and Its Applications with Fuzzy Adaptive Simulated Annealing

Stochastic global optimization is a very important subject, that has applications in virtually all areas of science and technology. Therefore there is nothing more opportune than writing a book about a successful and mature algorithm that turned out to be a good tool in solving difficult problems. H...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Aguiar e Oliveira Junior, Hime (Autor), Ingber, Lester (Autor), Petraglia, Antonio (Autor), Rembold Petraglia, Mariane (Autor), Augusta Soares Machado, Maria (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Colección:Intelligent Systems Reference Library, 35
Temas:
Computational intelligence.
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Computational Intelligence.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Global optimization and its applications
  • Heuristic methods
  • Fuzzy adaptive simulated annealing
  • Unconstrained optimization
  • Constrained optimization
  • Applications to signal processing
  • Fuzzy modeling with fuzzy adaptive simulated annealing
  • Statistical estimation and global optimization
  • Nonlinear equation solving
  • Space-filling curves and fuzzy ASA
  • Epilogue.

Ejemplares similares