Past exam of the mathematics course of the University of Cambridge 2017 iii Paper 115 2 a Solution Created 2026-10-03 Updated 2026-10-05
Use the PDF's covector-first convention: its space consists of tensor fields inThis reverses the order in which some texts list tensor type. For a finite-dimensional real vector space , define the tensor contraction first on decomposable tensors:The hats mean omission, with the other factors left in their original order. The formula is a multilinear map of its individual factors, so the universal property of a tensor product gives a unique linear map with this formula.
Apply it with at every . Evaluation of a covector on a vector is basis independent: under a change of frame, one factor transforms by a matrix and the other by its inverse transpose, and the matrices cancel in the pairing. Thus the fiber maps agree on overlapping vector bundle trivializations. In a local dual basis, the coefficients of the contracted tensor are finite sums of coefficients with the selected covariant and contravariant indices set equal. They remain smooth. Henceis a globally defined smooth contraction for . It is also linear over .
Past exam of the mathematics course of the University of Cambridge 2022 ii Paper 4 37D b i Solution Created 2026-09-24 Updated 2026-09-25
The map takes one covector argument and returns two vector slots, so has two contravariant and one covariant index. Its tensor type isor type , with components .