Past exam of the mathematics course of the University of Cambridge 2002 iii Paper 61 6 Solution 2026-10-14
The ordinary interpolation formulation is unambiguous for strictly increasing knots; repeated knots require specified confluent interpolation or a limiting convention. First take distinct knots and , and for fixed write . The two degree-at-most- Lagrange interpolation polynomials and agree at the shared knots . Their difference is thereforeThis remains valid if their difference has lower degree: the coefficient is then zero. The leading coefficient of a degree-at-most- interpolant is its order- divided difference. Comparing leading coefficients and using the divided-difference recursion givesConsequently the Lee interpolation identity holds for every real :No differentiability of the truncated power in its argument was needed for this distinct-node proof.
Sum the identity over . The right side telescopes, giving . When , all the nodes for lie below , so its interpolation data are zero and . All the nodes for lie above , where is already a polynomial of the admissible degree. Uniqueness of polynomial interpolation gives . Therefore the Marsden identity isFor order one the empty product is one, the interpolants are constants and a consistent half-open interval convention for gives the same telescoping proof. Nondecreasing repeated-knot sequences can be treated by the appropriate confluent or limiting convention wherever that definition is valid; merely specifying repeated data values does not uniquely determine the interpolation polynomials. The basic open knot interval in the Marsden identity avoids endpoint convention ambiguity.
Past exam of the mathematics course of the University of Cambridge 2005 iii Paper 68 4 a Solution 2026-10-14
For fixed , put , a truncated power function. Begin with distinct increasing knots. The two interpolation polynomials and agree at their shared knots. Their difference has degree at most , soFor the empty product is one and the same assertion holds for constant interpolants. The leading coefficient of a degree-at-most- interpolant on nodes is its order- divided difference, by the Newton interpolation polynomial. ThereforeThis proves the Lee interpolation identityThe identity holds for every real , with the usual convention for the order-zero truncated power. Admissible repeated knots are handled by the corresponding confluent divided differences and consistent one-sided limits at breakpoints; taking these limits preserves the Lee interpolation identity.
Sum over to telescope:If , the first knot values of are zero, so . At the last knots , the function agrees with the polynomial , so uniqueness of polynomial interpolation gives . Thus the Marsden identity is
Past exam of the mathematics course of the University of Cambridge 2015 iii Paper 69 5 a Solution 2026-10-06
Write . Begin with distinct increasing knots so ordinary polynomial interpolation is unambiguous. The two interpolants agree at the common knots . Their difference is consequently a scalar multiple of the monic polynomial of degree .
The leading coefficient of an interpolant is its highest divided difference. Thus this scalar isThe equality is precisely the divided-difference recurrence. This proves the Lee interpolation identity:For the common-knot product is empty; the same argument is a difference of constants. Interpret as to obtain the usual half-open order-one B-splines. Repeated knots use the standard confluent or limiting interpretation, where the interpolation data are defined.
Sum over . The right side telescopes to . When , the first interpolation nodes all lie below , so . The last interpolation nodes all lie above , so interpolates the polynomial of degree and equals it identically. Hence the Marsden identity follows: