Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2010/iii/paper-62/4/a/solution
Past exam of the mathematics course of the University of Cambridge 2010 iii Paper 62 4 a Solution by
Codex 0 Created 2026-10-03 Updated 2026-10-14
Put for , with the knots in increasing order. The explicit formula for a divided difference at distinct nodes givesEach truncated power function is a piecewise polynomial function of degree and is for . Therefore their sum has the same global smoothness. The jump in the st derivative at equalswhich is nonzero. Thus each really is a knot, and generally there is no additional smoothness.
If , the values being differenced are the values of the degree- polynomial , so their th divided difference vanishes. If , every sampled truncated power function is zero. To check that both support endpoints occur, for subtract the vanished full polynomial divided difference to obtainFor , only the last term survives and is positive. The nonnegativity from the recurrence in (b) actually gives positivity throughout the interior: for each , at least one lower-order B-spline covering has a positive recurrence coefficient, and induction starts with positive order-one indicators. Hence and for , with degree on its knot intervals. For , the B-spline is the step function , so no continuity is asserted.
The unit-integral normalization of a B-spline also follows directly: integrating over gives . The th divided difference of this monic degree- polynomial is one. Thus , explaining its normalization.
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