Numerical PDE-Constrained Optimization

• Main Author: De los Reyes, Juan Carlos (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: SpringerBriefs in Optimization,
• Subjects: Mathematics.; Partial differential equations.; Numerical analysis.; Mathematical optimization.; Optimization.; Partial Differential Equations.; Numerical Analysis.

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 careful...

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.