Past exam of the mathematics course of the University of Cambridge 2024 ib Paper 4 8G b Solution Created 2026-09-24 Updated 2026-09-25
For , the independent vectors lie in the coordinate subspace supported onwhich has dimension . Hence , and the stated form of Hall marriage theorem gives an injection with .
Let be the matrix whose th column is . Its column rank is . By equality of row and column rank, it has linearly independent rows. Let be their indices. The submatrix is invertible, so its columns are independent. Those columns are exactly the nonzero coordinates of , and therefore these truncated vectors are linearly independent.
Expanding gives a permutation for whichThus . Finally, order the coordinates with first. The matrix whose columns are the together with the for is block triangular, with diagonal blocks and an identity matrix. Its determinant is nonzero. Consequentlyis a basis of . This is the simultaneous basis exchange from a nonzero minor.
Past exam of the mathematics course of the University of Cambridge 2025 ii Paper 2 17F a Solution Created 2026-09-24 Updated 2026-09-25
A matching from to is a set of pairwise vertex-disjoint edges that covers every vertex of . Equivalently, it chooses for each a distinct neighbour in .
Hall marriage theorem says that such a matching exists if and only ifNecessity is immediate: the distinct partners of the vertices in all belong to .
For sufficiency, induct on . The claim is clear when . First suppose every nonempty proper satisfies the strict inequality . Choose an edge and delete and . For , deletion removes at most one neighbour, soInduction gives a matching of , and adding completes it.
Otherwise there is a nonempty proper with . Hall's condition holds in the bipartite graph induced by , so induction matches onto . For ,and hence has at least neighbours outside . Induction therefore matches into . The two matchings are disjoint and together cover .
Past exam of the mathematics course of the University of Cambridge 2026 ii Paper 1 17J a Solution Created 2026-09-24 Updated 2026-09-25
A matching from to consists of disjoint edges saturating every vertex of . The criterion is Hall marriage theorem.
For sufficiency, induct on . If a nonempty proper is tight, , apply induction to and to the graph left after deleting them. If no proper set is tight, choose any edge , delete its endpoints, and Hall still holds because every nonempty proper subset formerly had at least one spare neighbour. Induction completes the matching. Necessity is immediate.
Past exam of the mathematics course of the University of Cambridge 2026 ii Paper 1 17J b Solution Created 2026-09-24 Updated 2026-09-25
For , count with reciprocal degrees. On every edge , , soHall's condition holds, so Hall marriage theorem supplies the matching.