Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 69 6 2 Solution Created 2026-10-03 Updated 2026-10-06
Use the standard partition normalization of B-splines, not rescaling each spline to have supremum exactly one. Let . Then . In the ordinary real inner product, the mixed-normalization spline Gram matrix is , where and . Since the form a basis, is positive definite; is invertible, so is invertible. The undeclared upper index in the printed matrix should be .
We need the standard positivity and normalization properties with their justification. The Cox-de Boor recurrence iswith zero-width terms interpreted as zero. It starts from nonnegative interval indicators. On each lower-order spline's support, its recurrence coefficients are nonnegative, so induction gives . Extend the finite knots outside their endpoints to a full knot sequence. In the full sum, coefficients of each lower-order spline add to one, so the recurrence preserves partition of unity. Our finite collection is a subset of nonnegative B-splines; therefore everywhere. The Marsden identity gives equality on the basic knot interval.
The divided-difference definition also gives support in : below the left endpoint the knot-data function is a polynomial of degree , whose order- divided difference vanishes; above the right endpoint the knot data vanish. Choose and . Integrating in and then taking the divided difference in its knot variable givesbecause an order- divided difference of a monic degree- polynomial is one. The support lies inside , so .
Orthogonality of to the spline space gives , with . Since and has unit integral, . The induced matrix maximum norm is the absolute row-sum norm, soTaking the supremum over nonzero proves the maximum-norm bound for spline projection:The range is , so the printed phrase “onto ” must mean into , and onto . Continuity of the range requires continuous B-splines, for example and internal multiplicities at most . For order-one or discontinuous B-splines, the same bound is valid with codomain rather than .