Title :
Perturbation analysis of eigenvalues of a class of self-adjoint operators
Author :
Rashad Moarref;Makan Fardad;Mihailo R. Jovanovic
Author_Institution :
Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, 55455, USA
Abstract :
We consider a class of spatially invariant systems whose coefficients are perturbed by spatially periodic functions. We analyze changes in transient behavior under the effect of such perturbations. This is done by performing a spectral analysis of the state transition operator at every point in time. Computational complexity is significantly reduced by using a procedure that captures the influence of the perturbation on only the largest singular values of the state transition operator. Furthermore, we show that the problem of computing corrections of all orders to the maximum singular values collapses to that of finding the eigenvalues of a set of finite dimensional matrices. Finally, we demonstrate the predictive power of this method via an example.
Keywords :
"Eigenvalues and eigenfunctions","Control systems","Transient analysis","Spectral analysis","Transient response","Computational complexity","Boundary conditions","Frequency response","Parametric study","Stability"
Conference_Titel :
American Control Conference, 2008
Print_ISBN :
978-1-4244-2078-0
Electronic_ISBN :
2378-5861
DOI :
10.1109/ACC.2008.4586615