Truncated VSV solutions to symmetric rank-deficient problems

Richardo D. Fierro, Per Christian Hansen

    Research output: Book/ReportReportResearchpeer-review

    20 Downloads (Pure)

    Abstract

    Symmetric VSV decompositions are new rank-revealing decompositions that exploit and preserve symmetry. Truncated VSV solutions are stabilized solutions computed by neglecting blocks in the VSV decomposition with small norm. We compare the truncated VSV solutions with truncated SVD solutions and give perturbation bounds for the VSV solutions. Numerical examples illustrate our results.
    Original languageEnglish
    Publication statusPublished - 2001

    Cite this