Newton-Type Methods for Optimization and Variational Problems

This book presents comprehensive state-of-the-art theoretical analysis of the fundamental Newtonian and Newtonian-related approaches to solving optimization and variational problems. A central focus is the relationship between the basic Newton scheme for a given problem and algorithms that also enjo...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Izmailov, Alexey F. (Autor), Solodov, Mikhail V. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Springer Series in Operations Research and Financial Engineering,
Temas:
Operations research.
Management science.
Mathematical optimization.
Operations Research, Management Science .
Continuous Optimization.
Optimization.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 1. Elements of optimization theory and variational analysis
  • 2. Equations and unconstrained optimization
  • 3. Variational problems: local methods
  • 4. Constrained optimization: local methods
  • 5. Variational problems: globalization of convergence
  • 6. Constrained optimization: globalization of convergence
  • 7. Degenerate problems with non-isolated solutions
  • A. Miscellaneous material.

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