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Raising the order of multivariate approximation schemes using supplementary derivative data

DA Kraaijpoel, T van Leeuwen

We propose a generic procedure to raise the approximation order of multivariate approximation schemes using
supplementary derivative data. The procedure applies to all schemes that reproduce polynomials to a certain degree,
including most common types of (quasi-) interpolation and moving least-squares. For an approximation scheme of
order m and a dataset that provides n supplementary orders of derivative data, the procedure results in an approximation
order of m + n. This is achieved using a modification of the Taylor expansion, the reduced dual Taylor expansion, that
is applied to the data prior to the evaluation of the scheme. The procedure is easy to implement in existing schemes
and is expected to be useful immediately in a wide range of applications.

Bibliografische gegevens

DA Kraaijpoel, T van Leeuwen. Raising the order of multivariate approximation schemes using supplementary derivative data
published, Procedia Computer Science, 2010, 1

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