Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 309 3 a Solution Created 2026-10-03 Updated 2026-10-06
Write and for its dual space. A type- tensor is equivalently a linear map : the corresponding scalar-valued multilinear map is . Thus the composition definesIt is linear in because and are linear maps, and linear in the covector by evaluation. This proves directly that the composition is a tensor of type .
Choose a basis of the tangent space and its dual basis . With the paper's component order ,Equivalently, in the usual output-first matrix notation, : the matrix product is , not . This composition of mixed tensors contracts one output index with one input index. Under the tensor component transformation law, the two Jacobian factors at that contracted index cancel, leaving exactly one factor for each free index.