Convergence Analysis of the Semismooth Newton Method for Sparse Control Problems Governed by Semilinear Elliptic Equations
We show that a second order sufficient condition for local optimality, along with a strict complementarity condition, is enough to get the superlinear convergence of the semismooth Newton method for an optimal control problem governed by a semilinear elliptic equation. The objective functional may include a sparsity promoting term and we allow for box control constraints.
Authors
- Mariano Mateos (ORCID: https://orcid.org/0000-0003-3100-412X)
- Eduardo Casas (ORCID: https://orcid.org/0000-0002-8364-9416)
Institutions
- Universidad de Cantabria (ES)
- Universidad de Oviedo (ES)
Publication Details
- Journal
- SIAM Journal on Control and Optimization
- Published
- 2024-11-19
- DOI
- https://doi.org/10.1137/23m1585945
- Citations
- 2
- Primary Topic
- Advanced Numerical Methods in Computational Mathematics
- Type
- article
- Field-Weighted Citation Impact
- 0.37
Funders
- Agencia Estatal de Investigación