Second-order conditions for spatio-temporally sparse optimal control via second subderivatives

We address second-order optimality conditions for optimal control problems involving sparsity functionals which induce spatio-temporal sparsity patterns. We employ the notion of (weak) second subderivatives. With this approach, we are able to reproduce the results from Casas, Herzog, and Wachsmuth (ESAIM COCV, 23, 2017, p. 263-295). Our analysis yields a slight improvement of one of these results and also opens the door for the sensitivity analysis of this class of problems.

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Publication Details

Journal
Journal of Nonsmooth Analysis and Optimization
Published
2024-12-18
DOI
https://doi.org/10.46298/jnsao-2024-12604
Primary Topic
Aerospace Engineering and Control Systems
Type
article
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article

Second-order conditions for spatio-temporally sparse optimal control via second subderivatives

Gerd Wachsmuth, Nicolas Borchard
Journal of Nonsmooth Analysis and Optimization
Aerospace Engineering and Control Systems
article

Second-order conditions for spatio-temporally sparse optimal control via second subderivatives

Gerd Wachsmuth, Nicolas Borchard
article en

Abstract

We address second-order optimality conditions for optimal control problems involving sparsity functionals which induce spatio-temporal sparsity patterns. We employ the notion of (weak) second subderivatives. With this approach, we are able to reproduce the results from Casas, Herzog, and Wachsmuth (ESAIM COCV, 23, 2017, p. 263-295). Our analysis yields a slight improvement of one of these results and also opens the door for the sensitivity analysis of this class of problems.

Journal of Nonsmooth Analysis and OptimizationVol. Volume 5(Original research articles)
Brandenburg University of Technology Cottbus-Senftenberg (DE)
Openalex Percentile: Top 62%
Aerospace Engineering and Control Systems
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