De Boor–Fix spline coefficient functional 2026-10-14
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 statesIt 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]
Math/CS 887: Approximation Theory by Carl de Boor. Marsden identity (93)–(94), printed p.57; equivalent simultaneous sign convention
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.
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 318 4 a Solution 2026-09-25
Put , so the Marsden identity isDifferentiating times with respect to givesThe exact Taylor formula for a polynomial isSubstitution of the differentiated Marsden identities yieldswhere
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 . Thusso the Marsden dual functional is independent of the auxiliary point .