Nine-point finite-difference stencil Created 2026-10-03 Updated 2026-10-05
A nine-point finite-difference stencil on a square grid couples a central value to its four axial neighbours and four diagonal neighbours. Ordering the grid by columns produces a block tridiagonal matrix whose diagonal and off-diagonal blocks are symmetric tridiagonal Toeplitz matrices.
Past exam of the mathematics course of the University of Cambridge 2004 iii Paper 71 4 2 b Solution Created 2026-10-03 Updated 2026-10-14
The centered quadratic spline interpolation matrix is the symmetric tridiagonal Toeplitz matrixFor , this means simply . To evaluate the inverse norm exactly, let and . If is the nonnegative adjacency matrix of the path, then and . The convergent Neumann seriestherefore has nonnegative entries. Since , its entrywise absolute values are . Let . Then , orThe homogeneous characteristic roots are . Put . The particular solution and the two boundary conditions giveThese row sums are symmetric and increase toward the centre: the exponential sum in the numerator is minimized at the middle integer or pair of integers. With , the exact finite-size inverse norm is thusFor example it equals at and at , tending to as . Stating only the bound two would not evaluate the finite matrix norm requested here.
Past exam of the mathematics course of the University of Cambridge 2019 ii Paper 2 39C a Solution Created 2026-09-24 Updated 2026-10-03
Let and define . The artificial boundary values are . For the symmetric tridiagonal Toeplitz matrix , the sine addition formula givesThus all such matrices have the same discrete sine transform eigenvectors, with eigenvaluesThe sine vectors are mutually orthogonal vectors and nonzero, so the matrix is invertible. If , then and therefore