Optimal control of a non-smooth elliptic PDE with non-linear term acting on the control

This paper continues the investigations from [7] and is concerned with the derivation of first-order conditions for a control constrained optimization problem governed by a non-smooth elliptic PDE. The control enters the state equation not only linearly but also as the argument of a regularization of the Heaviside function. The non-linearity which acts on the state is locally Lipschitz-continuous and not necessarily differentiable, i.e., non-smooth. This excludes the application of standard adjoint calculus. We derive conditions under which a strong stationary optimality system can be established, i.e., a system that is equivalent to the purely primal optimality condition saying that the directional derivative of the reduced objective in feasible directions is nonnegative. For this, two assumptions are made on the unknown optimizer. Some of the presented findings are employed in the recent contribution [8], where limit optimality systems for non-smooth shape optimization problems [7] are established.

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Publication Details

Journal
Mathematical Control and Related Fields
Published
2025-05-29
DOI
https://doi.org/10.3934/mcrf.2025032
Citations
2
Primary Topic
Advanced Mathematical Modeling in Engineering
Type
article
Field-Weighted Citation Impact
3.01

Funders

Controls
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article

Optimal control of a non-smooth elliptic PDE with non-linear term acting on the control

Livia Betz
2 citations
Mathematical Control and Related Fields
Advanced Mathematical Modeling in Engineering
3.01
article

Optimal control of a non-smooth elliptic PDE with non-linear term acting on the control

Livia Betz
article en
2 citations

Abstract

This paper continues the investigations from [7] and is concerned with the derivation of first-order conditions for a control constrained optimization problem governed by a non-smooth elliptic PDE. The control enters the state equation not only linearly but also as the argument of a regularization of the Heaviside function. The non-linearity which acts on the state is locally Lipschitz-continuous and not necessarily differentiable, i.e., non-smooth. This excludes the application of standard adjoint calculus. We derive conditions under which a strong stationary optimality system can be established, i.e., a system that is equivalent to the purely primal optimality condition saying that the directional derivative of the reduced objective in feasible directions is nonnegative. For this, two assumptions are made on the unknown optimizer. Some of the presented findings are employed in the recent contribution [8], where limit optimality systems for non-smooth shape optimization problems [7] are established.

Mathematical Control and Related FieldsVol. 17(0)
University of Würzburg (DE)
Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 9%
Advanced Mathematical Modeling in Engineering
3.01
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Optimal control of a non-smooth elliptic PDE with non-linear term acting on the control — Livia Betz · Mathematical Control and Related Fields (2025) | TGRS Research Map | TGRS