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The numerical stability of barycentric Lagrange interpolation
Authors:Higham   Nicholas J.
Affiliation: 1 Department of Mathematics, University of Manchester, Manchester M13 9PL, UK
Abstract:The Lagrange representation of the interpolating polynomialcan be rewritten in two more computationally attractive forms:a modified Lagrange form and a barycentric form. We give anerror analysis of the evaluation of the interpolating polynomialusing these two forms. The modified Lagrange formula is shownto be backward stable. The barycentric formula has a less favourableerror analysis, but is forward stable for any set of interpolatingpoints with a small Lebesgue constant. Therefore the barycentricformula can be significantly less accurate than the modifiedLagrange formula only for a poor choice of interpolating points.This analysis provides further weight to the argument of Berrutand Trefethen that barycentric Lagrange interpolation shouldbe the polynomial interpolation method of choice.
Keywords:polynomial interpolation   Lagrange interpolation   barycentric formula   rounding error analysis   backward error   forward error   Lebesgue constant
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