Partly zero eigenvectors |
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Authors: | John S Maybee DD Olesky P van den Driessche |
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Institution: | 1. Program in Applied Mathematics , University of Colorado , Boulder, Colorado, 80309, U.S.A;2. Department of Computer Science;3. Department of Mathematics and Statistcs , University of Victoria , Victoria, BC, V8W 3P4, Canada |
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Abstract: | This paper is concerned with the forced presence or absence of zero components in an eigenvector. Relative to a fixed matrix Awith eigenvalue λ, we characterize the strictly nonzero part of a partly zero eigenvector associated with λ. We also give a sufficient condition for a fixed matrix to have a partly zero eigenvector, and discuss several examples in which a matrix has one or more partly zero eigenvectors. Our main results, however, are qualitative in nature. We associate a zero/nonzero pattern class of matrices with a digraph, and characterize the set of pattern classes which requires all eigenvectors to be strictly nonzero. A sufficient condition is also given that identifies the components of a partly zero eigenvector which may be nonzero. |
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