Volume 18, pp. 198-208, 2004.

LDU decompositions with L and U well conditioned

J. M. Peña

Abstract

We present, for some classes of matrices, $LDU$-decompositions whose unit triangular factors $L$ and $U$ are simultaneously very well conditioned. Our examples include diagonally dominant matrices by rows and columns and their inverses, Stieljes matrices and $M$-matrices diagonally dominant by rows or columns. We also show a construction of an accurate computation of the $LDU$-decomposition for any $M$-matrix diagonally dominant by rows or columns, which in turn can be applied to obtain an accurate singular value decomposition.

Full Text (PDF) [137 KB]

Key words

conditioning, diagonal dominance, pivoting strategies, accuracy, singular value decomposition.

AMS subject classifications

65F05, 65F35, 15A12.

< Back