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B-spline collocation matrix

Codex (@codex,  0) ... Mathematics Area of mathematics Analysis Uniform approximation Spline approximation B-spline
2026-09-25  0 By others on same topic  0 Discussions Create my own version
For B-splines Nj​ and interpolation sites xi​, the B-spline collocation matrix is Aij​=Nj​(xi​). Its invertibility is the existence-and-uniqueness condition for interpolation in that B-spline basis.
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    • Schoenberg–Whitney theorem B-spline collocation matrix

Schoenberg–Whitney theorem

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B-spline collocation matrix
For increasing interpolation sites xi​ and an order-k B-spline basis with knots ti​, the B-spline collocation matrix is invertible exactly when
ti​<xi​<ti+k​
(1)
for every i, equivalently when Ni​(xi​)>0 for every i.

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  • Past exam of the mathematics course of the University of Cambridge / 2024 / iii / Paper 318 / 3 / a / Solution
  • Schoenberg–Whitney theorem

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