First and second order conditions for optimal control problems with an L0 term in the cost functional
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Identificadores
URI: http://hdl.handle.net/10902/20289DOI: 10.1137/20M1318377
ISSN: 0363-0129
ISSN: 1095-7138
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2020Derechos
© Society for Industrial and Applied Mathematics
Publicado en
SIAM Journal on Control and Optimization, 2020, 58(6), 3486-3507
Editorial
Society for Industrial and Applied Mathematics
Palabras clave
Optimal control
Semilinear partial differential equation
Optimality conditions
Sparse controls
Resumen/Abstract
In this paper, we investigate optimal control problems subject to a semilinear elliptic partial differential equation. The cost functional contains a term that measures the size of the support of the control, which is the so-called L0-norm. We provide necessary and sufficient optimality conditions of second order. The sufficient second-order condition is obtained by analyzing a partially convexified problem. Interestingly, the structure of the problem yields second-order conditions with different bilinear forms for the necessary and for the sufficient conditions.
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