Past exam of the mathematics course of the University of Cambridge 2019 ib Paper 1 1F Solution Created 2026-09-24 Updated 2026-09-29
A basis of a vector space is a family of vectors that is both linearly independent and a spanning set of .
Write the given finite basis as . First, any other basis must also be finite. Each is a finite linear combination of elements of , so the union of the finitely many elements of occurring in these expressions is finite. Since spans every , it spans . If some existed, then would lie in the span of , contradicting the linear independence of . Hence ; write .
It remains to prove the elementary Steinitz exchange lemma directly. If independent vectors lie in the span of , express in terms of the . Some coefficient is nonzero, so the corresponding can be solved for in terms of and the other ; replacing it by preserves the span. Inductively, after replacing of the by , the expression for must have a nonzero coefficient on one of the unreplaced , since otherwise would be a linear combination of . That can again be replaced. There are only original vectors to replace, so .