Past exam of the mathematics course of the University of Cambridge 2008 ib Paper 3 13F Solution Created 2026-09-24 Updated 2026-10-14
Let , and . For sufficiently small , decompose the increment into an -segment at height and a -segment at . The one-variable mean value theorem applies on each segment because existence of its partial derivative gives continuity along the segment. Thus, when both increments are nonzero,for some . The same formula with the absent segment omitted covers zero increments. Continuity of both partial derivatives at makes the remainder after subtracting at most for small increments, and hence at most . Therefore the Fréchet derivative is . Continuity throughout the disc is not required; continuity at the point suffices.
For the determinant, expand by multilinearity of the determinant in the columns of . Taking no perturbed column gives one; taking exactly one gives ; all other terms have degree at least two in the entries of . Since matrix-entry functionals are bounded in any finite-dimensional norm, their sum is . HenceFor invertible , multiplicativity of the determinant gives . The bounded linear map transfers the preceding remainder estimate, giving the derivative of the determinantTo justify an open invertible neighborhood, let . Completeness and submultiplicativity make the Neumann series converge in matrix norm. Multiplying finite partial sums by gives , which tends to . Continuity of multiplication proves . Thus is invertible, and the series gives near zero.
Apply the first-derivative formula at to a test matrix :The last estimate is uniform for , so it proves differentiability of the derivative in the operator norm, rather than merely a directional second derivative. The second derivative of the determinant is the symmetric bilinear mapIts symmetry follows from .