Numerical PDE-constrained optimization /

Numerical PDE-constrained optimization /

Saved in:

Bibliographic Details
Author / Creator:	Reyes, Juan Carlos de los, author.
Imprint:	Cham : Springer, 2015.
Description:	1 online resource (x, 123 pages) : illustrations (some color).
Language:	English
Series:	SpringerBriefs in optimization, 2190-8354 SpringerBriefs in optimization.
Subject:	Constrained optimization. Differential equations, Partial. Constrained optimization. Differential equations, Partial.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/11091719

Hidden Bibliographic Details
ISBN:	9783319133959 3319133950 3319133942 9783319133942 9783319133942
Digital file characteristics:	text file PDF
Notes:	Includes bibliographical references and index. Online resource; title from PDF title page (SpringerLink, viewed February 11, 2015).
Summary:	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.
Other form:	Printed edition: 9783319133942
Standard no.:	10.1007/978-3-319-13395-9

Table of Contents:

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.