This linear functional extracts one coefficient of a B-spline expansion using local polynomial data. With and a point inside a knot cell in the support, it is . The local polynomial identity for the Marsden dual functional gives the desired coefficient. Its bounded restriction to the local spline space can be extended to continuous data on by the Hahn-Banach theorem, with the same bound. Such extensions supply spline quasi-interpolation coefficients without requiring derivatives of the data.
Marsden identity Created 2026-09-24 Updated 2026-11-05
For partition-normalized order- B-splines on the basic knot interval, Marsden's identity states
It holds for every real , with the empty product equal to one at . The variable lies in the interval where the completed B-spline basis has partition of unity.[ref]
Comparing polynomial coefficients in yields the monomial B-spline coefficients. At , the equation gives both and . Thus the identity encodes exact reproduction of low-degree polynomials and leads to the Marsden dual functional.
Put , so the Marsden identity is
Differentiating times with respect to gives
The exact Taylor formula for a polynomial is
Substitution of the differentiated Marsden identities yields
where
Differentiating this expression for produces two sums whose adjacent terms cancel. The uncancelled endpoints contain and , both zero because the two functions have degree at most . Thus
so the Marsden dual functional is independent of the auxiliary point .