Past exam of the mathematics course of the University of Cambridge 2013 iii Paper 61 3 a Solution Created 2026-10-03 Updated 2026-10-07
Write the strictly increasing local spline knots as , . The explicit formula for a divided difference givesEach summand is a truncated power function of : it is a polynomial on either side of its knot , and for is globally . Hence is a piecewise polynomial function of degree at most , with these spline knots and at least this global smoothness.
For , all summands vanish. For , all knot values agree with those of the ordinary polynomial in the divided-difference variable . Its order- divided difference is zero, because its degree is less than . Thus also vanishes to the left of .
The closed support is exactly the indicated interval, rather than merely contained in it. For , subtracting the omitted term from the zero divided difference of givesFor , only the last truncated-power term survives, givingThere are therefore nonzero values arbitrarily close to either endpoint, provingAt each simple knot, the st derivative has a nonzero jump from exactly one truncated-power summand, so this is also the exact global smoothness. For order , the function is instead the normalized interval indicator; there is no assertion of classical continuity, and the notation is only the customary formal spline smoothness notation. This distinction is part of simple-knot B-spline regularity.
Simple-knot B-spline regularity 2026-10-07
For distinct increasing knots and , the explicit divided difference formula writes an order- B-spline as a finite sum of truncated power functions of degree . It is a piecewise polynomial function and is globally . Below its first knot the order- divided difference annihilates a degree- polynomial; above its last knot all values vanish. Nonzero first and last pieces give the exact closed support. Order one gives interval indicators instead of continuous splines.