@TECHREPORT\{IMM2001-0839,
    author       = "R. D. Fierro and P. C. Hansen",
    title        = "Truncated {VSV} solutions to symmetric rank-deficient problems",
    year         = "2001",
    number       = "",
    series       = "IMM-TR-2001-11",
    institution  = "Informatics and Mathematical Modelling, Technical University of Denmark, {DTU}",
    address      = "Richard Petersens Plads, Building 321, {DK-}2800 Kgs. Lyngby",
    type         = "",
    url          = "http://www2.compute.dtu.dk/pubdb/pubs/839-full.html",
    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."
}