Generalizing Eigenvalue Theorems to Pseudospectra Theorems

Analysis of nonsymmetric matrix iterations based on eigenvalues can be misleading. In this paper, we discuss sixteen theorems involving $\epsilon$-pseudospectra that each generalize a familiar eigenvalue theorem and may provide more descriptive information in some cases. Our organizing principle is...

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Bibliographic Details
Main Authors: Embree, M, Trefethen, L
Format: Report
Published: Unspecified 2000
Description
Summary:Analysis of nonsymmetric matrix iterations based on eigenvalues can be misleading. In this paper, we discuss sixteen theorems involving $\epsilon$-pseudospectra that each generalize a familiar eigenvalue theorem and may provide more descriptive information in some cases. Our organizing principle is that each pseudospectral theorem reduces precisely to the corresponding eigenvalue theorem when $\epsilon$ = 0. This work was supported by UK Engineering and Physical Sciences Research Council Grant GR/M12414.