Numerical PDE-Constrained Optimization
Titre:
Numerical PDE-Constrained Optimization
ISBN (Numéro international normalisé des livres):
9783319133959
Auteur personnel:
Edition:
1st ed. 2015.
PRODUCTION_INFO:
Cham : Springer International Publishing : Imprint: Springer, 2015.
Description physique:
X, 123 p. 13 illus., 2 illus. in color. online resource.
Collections:
SpringerBriefs in Optimization,
Table des matières:
Introduction -- Basic Theory of Partial Differential Equations and Their Discretization -- Theory of PDE-constrained Optimization -- Numerical Optimization Methods -- Box-constrained Problems -- Nonsmooth PDE-constrained Optimization.
Extrait:
This book introduces, in an accessible way, the basic elements of Numerical PDE-Constrained Optimization, from the derivation of optimality conditions to the design of solution algorithms. Numerical optimization methods in function-spaces and their application to PDE-constrained problems are carefully presented. The developed results are illustrated with several examples, including linear and nonlinear ones. In addition, MATLAB codes, for representative problems, are included. Furthermore, recent results in the emerging field of nonsmooth numerical PDE constrained optimization are also covered. The book provides an overview on the derivation of optimality conditions and on some solution algorithms for problems involving bound constraints, state-constraints, sparse cost functionals and variational inequality constraints.
Auteur collectif ajouté:
Langue:
Anglais