Conjugate gradient algorithms in nonconvex optimization
This up-to-date book is on algorithms for large-scale unconstrained and bound constrained optimization. Optimization techniques are shown from a conjugate gradient algorithm perspective. Large part of the book is devoted to preconditioned conjugate gradient algorithms. In particular memoryless and l...
Enregistré dans:
| Auteur principal: | |
|---|---|
| Format: | Livre numérique |
| Langue: | Anglais |
| Publié: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Édition: | 1st ed. 2009. |
| Collection: | Nonconvex Optimization and Its Applications
89 |
| Accès en ligne: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Note: |
TEXTE IMPRIME POUR L'EXEMPLAIRE (518.1 PYT c à la bibliothèque de l'ENSMP, Fontainebleau ParisTech) Description d'après consultation du 30 mars 2012 Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Conjugate Gradient Algorithms in Nonconvex Optimization, Texte imprimé, 9783540856337 • Conjugate Gradient Algorithms in Nonconvex Optimization, Texte imprimé, 9783540929970 • Conjugate Gradient Algorithms in Nonconvex Optimization, Texte imprimé, 9783642099250 • Conjugate Gradient Algorithms in Nonconvex Optimization, Texte imprimé, 9783540856337 |
Table des matières:
- Conjugate Direction Methods for Quadratic Problems Conjugate Gradient Methods for Nonconvex Problems Memoryless Quasi-Newton Methods Preconditioned Conjugate Gradient Algorithms Limited Memory Quasi-Newton Algorithms The Method of Shortest Residuals and Nondifferentiable Optimization The Method of Shortest Residuals for Differentiable Problems The Preconditioned Shortest Residuals Algorithm Optimization on a Polyhedron Conjugate Gradient Algorithms for Problems with Box Constraints Preconditioned Conjugate Gradient Algorithms for Problems with Box Constraints Preconditioned Conjugate Gradient Based Reduced-Hessian Methods