Nonlinear Optimization Lectures given at the C.I.M.E. Summer School held in Cetraro, Italy, July 1-7, 2007
Titre:
Nonlinear Optimization Lectures given at the C.I.M.E. Summer School held in Cetraro, Italy, July 1-7, 2007
ISBN (Numéro international normalisé des livres):
9783642113390
Auteur personnel:
Edition:
1st ed. 2010.
PRODUCTION_INFO:
Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Description physique:
XIII, 279 p. online resource.
Collections:
C.I.M.E. Foundation Subseries, 1989
Table des matières:
Global Optimization: A Quadratic Programming Perspective -- Nonsmooth Optimization -- The Sequential Quadratic Programming Method -- Interior Point Methods for Nonlinear Optimization.
Extrait:
This volume presents recent advances in continuous optimization; it is authored by four well-known experts in the field and presents classical as well as advanced material on currently active research areas, such as: the family of Sequential Quadratic Programming methods for local constrained optimization, the study of Global Optimization by means of (non-convex) standard quadratic problems, Nonsmooth Optimization, and recent advances in Interior Point Methods for nonlinear optimization. The book is intended as a reference work for advanced research in the field of optimization theory and methods.
Auteur collectif ajouté:
Langue:
Anglais