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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Izmailov, Alexey F. (Συγγραφέας), Solodov, Mikhail V. (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
Σειρά:Springer Series in Operations Research and Financial Engineering,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.