A novel method for approximating structured singular values (also known as $mu$-values) is proposed and investigated. These quantities constitute an important tool in the stability analysis of uncertain linear control systems as well as in structured eigenvalue perturbation theory. Our approach consists of an inner-outer iteration. In the outer iteration, a Newton method is used to adjust the perturbation level. The inner iteration solves a gradient system associated with an optimization problem on the manifold induced by the structure. Numerical results and comparison with the well-known MATLAB function mussv, implemented in the MATLAB Control Toolbox, illustrate the behavior of the method. Read More: https://epubs.siam.org/doi/10.1137/16M1074977

A novel iterative method to approximate structured singular values

Guglielmi, N.;
2017-01-01

Abstract

A novel method for approximating structured singular values (also known as $mu$-values) is proposed and investigated. These quantities constitute an important tool in the stability analysis of uncertain linear control systems as well as in structured eigenvalue perturbation theory. Our approach consists of an inner-outer iteration. In the outer iteration, a Newton method is used to adjust the perturbation level. The inner iteration solves a gradient system associated with an optimization problem on the manifold induced by the structure. Numerical results and comparison with the well-known MATLAB function mussv, implemented in the MATLAB Control Toolbox, illustrate the behavior of the method. Read More: https://epubs.siam.org/doi/10.1137/16M1074977
2017
structured singular value, µ-value, spectral value set, block diagonal perturbations, stability radius, differential equation, low-rank matrix manifold
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.12571/1998
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