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Convex duality is a powerful framework for solving non-smooth optimal control problems. However, for problems set in non-reflexive Banach spaces such as L1(Ω) or BV(Ω), the dual problem is formulated in a space which has difficult measure theoretic structure. The predual problem, on the other hand, can be formulated in a Hilbert space and entails the minimization of a smooth functional with box constraints, for which efficient numerical methods exist. In this work, elliptic control problems with measures and functions of bounded variation as controls are considered. Existence and uniqueness of the corresponding predual problems are discussed, as is the solution of the optimality systems by a semismooth Newton method. Numerical examples illustrate the structural differences in the optimal controls in these Banach spaces, compared to those obtained in corresponding Hilbert space settings.
@article{COCV_2011__17_1_243_0,
author = {Clason, Christian and Kunisch, Karl},
title = {A duality-based approach to elliptic control problems in non-reflexive {Banach} spaces},
journal = {ESAIM: Control, Optimisation and Calculus of Variations},
pages = {243--266},
publisher = {EDP-Sciences},
volume = {17},
number = {1},
year = {2011},
doi = {10.1051/cocv/2010003},
mrnumber = {2775195},
zbl = {1213.49041},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1051/cocv/2010003/}
}
TY - JOUR AU - Clason, Christian AU - Kunisch, Karl TI - A duality-based approach to elliptic control problems in non-reflexive Banach spaces JO - ESAIM: Control, Optimisation and Calculus of Variations PY - 2011 SP - 243 EP - 266 VL - 17 IS - 1 PB - EDP-Sciences UR - http://geodesic.mathdoc.fr/articles/10.1051/cocv/2010003/ DO - 10.1051/cocv/2010003 LA - en ID - COCV_2011__17_1_243_0 ER -
%0 Journal Article %A Clason, Christian %A Kunisch, Karl %T A duality-based approach to elliptic control problems in non-reflexive Banach spaces %J ESAIM: Control, Optimisation and Calculus of Variations %D 2011 %P 243-266 %V 17 %N 1 %I EDP-Sciences %U http://geodesic.mathdoc.fr/articles/10.1051/cocv/2010003/ %R 10.1051/cocv/2010003 %G en %F COCV_2011__17_1_243_0
Clason, Christian; Kunisch, Karl. A duality-based approach to elliptic control problems in non-reflexive Banach spaces. ESAIM: Control, Optimisation and Calculus of Variations, Tome 17 (2011) no. 1, pp. 243-266. doi: 10.1051/cocv/2010003
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