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Optimization with PDE Constraints

Optimization with PDE Constraints
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Field name Details
Dewey Class 515.64
Title Optimization with PDE Constraints (EB) / by Michael Hinze, Rene Pinnau, Michael Ulbrich, Stefan Ulbrich.
Author Hinze, Michael
Added Personal Name Pinnau, René
Ulbrich, Michael
Ulbrich, Stefan
Other name(s) SpringerLink (Online service)
Publication Dordrecht : Springer Netherlands, , 2009.
Physical Details : online resource.
Series Mathematical modelling : theory and applications 1386-2960 ; ; 23
ISBN 9781402088391
Summary Note This book presents a modern introduction of pde constrained optimization. It provides a precise functional analytic treatment via optimality conditions and a state-of-the-art, non-smooth algorithmical framework. Furthermore, new structure-exploiting discrete concepts and large scale, practically relevant applications are presented. The main focus is on the algorithmical and numerical treatment of pde constrained optimization problems on the infinite dimensional level. A particular emphasis is on simple constraints, such as pointwise bounds on controls and states. For these practically important situations, tailored Newton- and SQP-type solution algorithms are proposed and a general convergence framework is developed. This is complemented with the numerical analysis of structure-preserving Galerkin schemes for optimization problems with elliptic and parabolic equations. Finally, along with the optimization of semiconductor devices and the optimization of glass cooling processes, two challenging applications of pde constrained optimization are presented. They demonstrate the scope of this emerging research field for future engineering applications.:
Contents note Acknowledgements -- 1 Analytical Background and Optimality Theory -- 2 Optimization Methods in Banach Spaces -- 3 Discrete concepts -- 4 Applications -- References.
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site http://dx.doi.org/10.1007/978-1-4020-8839-1
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