Past exam of the mathematics course of the University of Cambridge 2012 iii Paper 31 1 iii Solution Created 2026-10-03 Updated 2026-10-07
Choose real monic orthogonal polynomials of degree , , for on , and letExtend each by zero to negative . The resulting functions form an orthonormal set in . Define the orthogonal polynomial projection kernelThe formula on the right is for nonnegative arguments; the kernel is zero when either argument is negative. With , the kernel evaluation matrix is . By the determinant multiplication identity and the preceding monic basis change,Thus initially .
Use the symmetric labelled joint probability density on the full orthant. Expanding the two copies of into permutations and integrating all variables, orthonormality makes a term vanish unless the two permutations agree. Each of the surviving terms integrates to . HenceIf the eigenvalues are instead listed in increasing order on a single ordered chamber, that chamber's density is times this symmetric density. We keep the full-orthant convention throughout.
An explicit choice is in terms of the Generalized Laguerre polynomials. To verify the normalization independently, their Rodrigues formula givesIntegrating by parts times proves orthogonality to every lower-degree polynomial. The boundary terms vanish at zero and infinity for . Taking the other factor to be and using gives , where is the Gamma function. The Laguerre projection kernel is thereforefor .
Past exam of the mathematics course of the University of Cambridge 2017 ib Paper 4 5A iii Solution Created 2026-09-24 Updated 2026-10-05
Evaluate at using . In the Leibniz rule for the th derivative, every term vanishes at except the term putting all derivatives on . Therefore . Combining this with gives the normalisation in the Rodrigues formula:For , the formula gives , as required. As an independent check, the leading term of is , so the resulting leading coefficient of is , consistent with the Legendre polynomial recurrence relation.
Past exam of the mathematics course of the University of Cambridge 2020 ib Paper 1 18C c Solution Created 2026-09-24 Updated 2026-10-03
The displayed Rodrigues formula gives the Legendre polynomialA four-node Gaussian rule is exact through degree . Solving first for gives the four nodesThe rule is not exact for every polynomial of degree eight: its quadrature value on is zero because every node is a root of , whereas
Past exam of the mathematics course of the University of Cambridge 2021 ib Paper 3 17B b Solution Created 2026-09-24 Updated 2026-09-25
Suppose . The Rodrigues formula and integrations by parts givebecause . Every boundary term vanishes: the exponential controls infinity, while the remaining power of has positive exponent at zero. Symmetry of the inner product gives orthogonality whenever .