CORDIS Project
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This project focuses on developing a new optimization algorithm for solving singular value optimization problems, particularly in robust control and numerical linear algebra. It aims to enhance convergence rates and explore applications in model reduction of linear dynamical systems.
This project mainly concerns the numerical solution of singular value optimization problems.
In the literature such problems arise in the robust control of linear dynamical systems, and in numerical linear algebra when sensitivity of numerical problems is considered.
In a singular value optimization problem a prespecified singular value (e.g. the smallest, the largest) is sought to be minimized or maximized over a space of parametrized matrices.
The inherent difficulty in the numerical solution…
KOC UNIVERSITY
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