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Perturbation theory for homogeneous polynomial eigenvalue problems

    Research output: Contribution to journalArticlepeer-review

    Abstract

    We consider polynomial eigenvalue problems P(A,α,β)x=0 in which the matrix polynomial is homogeneous in the eigenvalue (α,β) ∈ℂ 2. In this framework infinite eigenvalues are on the same footing as finite eigenvalues. We view the problem in projective spaces to avoid normalization of the eigenpairs. We show that a polynomial eigenvalue problem is well-posed when its eigenvalues are simple. We define the condition numbers of a simple eigenvalue (α,β) and a corresponding eigenvector x and show that the distance to the nearest ill-posed problem is equal to the reciprocal of the condition number of the eigenvector x. We describe a bihomogeneous Newton method for the solution of the homogeneous polynomial eigenvalue problem (homogeneous PEP). © 2002 Elsevier Science Inc.
    Original languageEnglish
    Pages (from-to)71-94
    Number of pages23
    JournalLinear Algebra and its Applications
    Volume358
    Issue number1-3
    DOIs
    Publication statusPublished - 1 Jan 2003

    Keywords

    • Condition number
    • Matrix polynomial
    • Polynomial eigenvalue problem
    • Quadratic eigenvalue problem

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