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A new perturbation bound for the LDU factorization of diagonally do minant matrices

  • Megan Dailey
  • , Froilán M. Dopico
  • , Qiang Ye

Producción científica: Articlerevisión exhaustiva

15 Citas (Scopus)

Resumen

This work introduces a new perturbation bound for the L factor of the LDU factorization of (row) diagonally dominant matrices computed via the column diagonal dominance pivoting strategy. This strategy yields L and U factors which are always well-conditioned and, so, the LDU factorization is guaranteed to be a rank-revealing decomposition. The new bound together with those for the D and U factors in [F. M. Dopico and P. Koev, Numer. Math., 119(2011), pp. 337-371] establish that if diagonally dominant matrices are parameterized via their diagonally dominant parts and off-diagonal entries, then tiny relative componentwise perturbations of these parameters produce tiny relative normwise variations of L and U and tiny relative entrywise variations of D when column diagonal dominance pivoting is used. These results will allow us to prove in a follow-up work that such perturbations also lead to strong perturbation bounds for many other problems involving diagonally dominant matrices.

Idioma originalEnglish
Páginas (desde-hasta)904-930
Número de páginas27
PublicaciónSIAM Journal on Matrix Analysis and Applications
Volumen35
N.º3
DOI
EstadoPublished - 2014

Nota bibliográfica

Publisher Copyright:
© 2014 Society for Industrial and Applied Mathematics.

Financiación

FinanciadoresNúmero del financiador
National Stroke FoundationDMS-1318633
National Science Foundation Arctic Social Science Program1318633

    ASJC Scopus subject areas

    • Analysis

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