Numerical PDE-constrained optimization [electronic resource] / Juan Carlos De los Reyes.
De los Reyes, Juan Carlos, author.
2015
QA402.5
Available Online

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Title Numerical PDE-constrained optimization [electronic resource] / Juan Carlos De los Reyes.
Author De los Reyes, Juan Carlos, author.
ISBN 9783319133959 electronic book
3319133950 electronic book
9783319133942
DOI https://doi.org/10.1007/978-3-319-13395-9
Published Cham : Springer, 2015.
Language English
Description 1 online resource (x, 123 pages) : illustrations.
Item Number 10.1007/978-3-319-13395-9 doi
Call Number QA402.5
Dewey Decimal Classification 515/.353
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.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed February 11, 2015).
Series SpringerBriefs in optimization.
Available in Other Form Print version: 9783319133942
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
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.

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