Backward Perturbation Analysis And Residual-based Error Bounds for the Linear Response Eigenvalue Problem
چکیده
The numerical solution of a large scale linear response eigenvalue problem is often accomplished by computing a pair of deflating subspaces associated with the interested part of the spectrum. This paper is concerned with the backward perturbation analysis for a given pair of approximate deflating subspaces or an approximate eigenquaternary. Various optimal backward perturbation bounds are obtained, as well as bounds for approximate eigenvalues computed through the pair of approximate deflating subspaces or approximate eigen-quaternary. These results are reminiscent of many existing classical ones for the standard eigenvalue problem.