Optimization with PDE constraints

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 rel...

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Auteur principal: Hinze, Michael
Format: Livre numérique
Langue:Anglais
Publié: Dordrecht : Springer Netherlands [20..].
Cham : Springer Nature
Édition:1st ed. 2009.
Collection:Mathematical Modelling: Theory and Applications 23
Accès en ligne:Accès sur la plateforme de l'éditeur (Springer)
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Accès Université d'Orléans
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Note: Description d'après consultation du 06 mars 2012
Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Optimization with PDE Constraints, Texte imprimé, 9789048121748
• Optimization with PDE Constraints, Michael Hinze,... Rene Pinnau,... Michael Ulbrich,... and Stefan Ulbrich,..., [Berlin], Springer, 2009, 1 vol. (XI-270 p.), Mathematical modelling, 978-1-4020-8838-4
• Optimization with PDE Constraints, Michael Hinze,... Rene Pinnau,... Michael Ulbrich,... and Stefan Ulbrich,..., [Berlin], Springer, 2009, 1 vol. (XI-270 p.), Mathematical modelling, 978-1-4020-8838-4
Description
Résumé: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
Description:Description d'après consultation du 06 mars 2012
Archives Springer e-books (Licence nationale)
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Bibliographie:Bibliogr. Index
ISBN:9781402088391
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