Past exam of the mathematics course of the University of Cambridge 2011 ia Paper 3 9C Solution Created 2026-09-24 Updated 2026-10-14
Here isotropic tensors are invariant under proper rotation matrices, and . The isotropic second-rank tensor and isotropic third-rank tensor forms in three dimensions arewith scalar coefficients . One can see completeness directly. A half-turn about each coordinate axis kills every off-diagonal component of a rank-two tensor, and quarter-turns make its three diagonal components equal. For rank three, the half-turns require that each coordinate label occur an odd number of times in a nonzero component. Thus only permutations of survive. Quarter-turns interchange two labels while reversing one sign, forcing the surviving components to alternate with the parity of a permutation. This gives a multiple of the Levi-Civita symbol.
The tensor transformation law verifies invariance of these forms:The first equality uses orthogonality and the second uses the determinant formula. If reflections were also required while using the ordinary tensor transformation law, the rank-three coefficient would have to vanish. The proper-rotation convention is the one under which is an isotropic tensor.
The ball is unchanged by any rotation matrix, and rotating coordinates has Jacobian determinant one. Thus changing variables givesThese moments are therefore isotropic tensor integrals. For the Cartesian moments of a three-dimensional ball, the second moment is . Taking its tensor contraction givesThe third moment vanishes: preserves the ball and changes the sign of its integrand. Equivalently, its symmetry under index interchange excludes a nonzero multiple of the antisymmetric Levi-Civita symbol.
The fourth moment is symmetric under every permutation of its four indices. The general rank-four isotropic tensor form consequently has equal coefficients, yieldingFor example, comparing shows that the three coefficients agree. Contracting and givesFinally the vector triple product identity gives . The first term integrates to and the second to , using the second moment. Hence