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Backward error analysis for totally positive linear systems
Authors:Carl de Boor  Allan Pinkus
Institution:(1) Mathematics Research Center, University of Wisconsin, 610 Walnut Street, 53706 Madison, WI, USA
Abstract:Summary Gauss elimination applied to ann×n matrixA in floating point arithmetic produces (if successful) a factorization 
$$\hat L\hat U$$
which differs fromA by no more than 
$$\gamma |\hat L|{\text{ }}|\hat U|$$
, for some gamma of ordern times the unit roundoff. IfA is totally positive, then both computed factors 
$$\hat L$$
and 
$$\hat U$$
are nonnegative for sufficiently small unit roundoff and one obtains pleasantly small bounds for the perturbation inA which would account for the rounding errors committed in solvingAx=b forx by Gauss eliminationwithout pivoting. It follows that the banded linear system for the B-spline coefficients of an interpolating spline function can be solved safely by Gauss elimination without pivoting.Sponsored by the United States Army under Contract No. DAAG29-75-C-0024 and the National Science Foundation under Grant No. MPS72-00381 A01.
Keywords:
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