The numerical stability of barycentric Lagrange interpolation |
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Authors: | Higham Nicholas J. |
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Affiliation: | 1 Department of Mathematics, University of Manchester, Manchester M13 9PL, UK |
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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. |
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Keywords: | polynomial interpolation Lagrange interpolation barycentric formula rounding error analysis backward error forward error Lebesgue constant |
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