Title :
Numerical computation of structured complex stability radii of large-scale matrices and pencils
Author :
Benner, Peter ; Voigt, Matthias
Author_Institution :
Max Planck Inst. for Dynamics of Complex Tech. Syst., Magdeburg, Germany
Abstract :
In this paper we discuss the problem of computing structured complex stability radii of large and sparse matrices and pencils. For this purpose we consider certain structured pseudospectra. To compute the structured complex stability radius we have to find the pseudospectrum which touches the imaginary axis. Therefore, we set up an iteration over the real part of the rightmost pseudoeigenvalue. For that we use a new fast iterative scheme which is based on certain rank-1 perturbations of the matrix or pencil. Finally, we illustrate the performance of our algorithm by using real-world example data.
Keywords :
asymptotic stability; closed loop systems; eigenvalues and eigenfunctions; iterative methods; linear systems; numerical stability; perturbation techniques; sparse matrices; closed loop systems; imaginary axis; iterative scheme; large-scale sparse matrix pencils; pseudoeigenvalue; rank-1 perturbations; real axis; structured complex stability radius numerical computation; structured pseudospectra; Asymptotic stability; Controllability; Eigenvalues and eigenfunctions; Numerical stability; Stability analysis; Transfer functions; Vectors;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426906