Schoenberg spline operator
ID: schoenberg-spline-operator
For an order- partition-normalized B-spline basis with , the standard Schoenberg spline operator samples at the Greville abscissae:It is a positive linear operator on continuous functions on the basic knot interval. Partition of unity gives , and linear precision at Greville abscissae gives . These reproduction properties rely on the specified samples; choosing arbitrary points in the individual supports does not generally reproduce a linear function.[ref]
Math/CS 887: Approximation Theory by Carl de Boor. definition (124) and properties (125)–(127), printed p.65
Local support gives a direct approximation bound. If every active B-spline at has , then positivity and partition of unity give , where is the modulus of continuity. Hence mesh refinement with shrinking active support widths yields uniform convergence for every continuous function, while avoiding a global interpolation solve.
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