Past exam of the mathematics course of the year 1 of the natural sciences course of the University of Cambridge 2003 Paper 2 10 b Solution Created 2026-10-18 Updated 2026-10-20
Write , . Since is constant, the multivariable chain rule gives and . Applying these operators twice to a twice continuously differentiable function givesThe mixed terms cancel and , soThis is rotational invariance of the Laplacian: an orthogonal change of coordinates preserves the trace of the Hessian matrix. A nonconstant angle would introduce additional derivatives and is not covered by this constant rotation calculation.
The chain rule expresses the coordinate differential operators asThe coefficients are constant, so a second application givesandAdding cancels the mixed partial derivatives, and givesThe transformation has rotation matrix , so this identity expresses the rotational invariance of the Laplacian.