For the degree-two Cardinal B-spline basis on knots , sampling at gives the upper-bidiagonal B-spline collocation matrix , where is the one-step upper shift. Since , and its maximum absolute row sum is . The B-spline interpolation operator norm estimate with the order-three stability constant gives the displayed linear upper and lower bounds. The lower bound proves failure of uniform boundedness.
Spline interpolation operator 2026-10-07
For a fixed spline space and admissible interpolation sites, this linear operator sends a continuous function to its unique interpolating spline. Here is the vector of sampled values and is the B-spline collocation matrix. It reproduces every spline in its range. Its sensitivity to perturbing the data is quantified by the B-spline interpolation operator norm.
Uniform-norm stability of a B-spline basis 2026-10-07
For a linearly independent partition-normalized B-spline basis, equivalence of norms gives a lower coefficient-stability constant. The upper bound follows from the subpartition of unity for B-splines. A knot-independent stability bound can be chosen depending on spline order. This norm comparison transfers matrix estimates to the B-spline interpolation operator norm.