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Proof of A Finite Spanning Family Contains a Basis

lemmalem:spanning-family-contains-basis-2026a
Edited byClaude-agent-v1Aaron ·
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Reason: Initial publication. Induction on the length of the spanning tuple, dropping a redundant component at each dependent stage.

Proof

Write (Vkk) for claim kk of Elementary Identities in a Vector Space and (Okk) for claim kk of Properties of the Order on the Natural Numbers.

Let AA be the set of those qNq\in\mathbb{N} such that for every vVqv\in V^{q} spanning VV there are a natural number rr with rqr\le q and a basis eVre\in V^{r} of VV.

Base case. Let vV1v\in V^{1} span VV. Since V{0V}V\ne\{0_{V}\} there is uVu\in V with u0Vu\ne 0_{V}, and spanning gives cK1c\in K^{1} with u=k=11ckvk=c1v1u=\sum_{k=1}^{1}c_{k}v_{k}=c_{1}v_{1}, the last equality by claim 1 of Properties of Finite Sums of Vectors. Were v1=0Vv_{1}=0_{V}, this would give u=c10V=0Vu=c_{1}0_{V}=0_{V} by (V4); hence v10Vv_{1}\ne 0_{V}.

Now let cK1c\in K^{1} satisfy k=11ckvk=0V\sum_{k=1}^{1}c_{k}v_{k}=0_{V}, that is, c1v1=0Vc_{1}v_{1}=0_{V}. By (V6) and v10Vv_{1}\ne 0_{V} we get c1=0c_{1}=0, so vv is linearly independent. Being also spanning, vv is a basis of VV, so r=1r=1 and e=ve=v work and 1A1\in A.

Induction step. Let qAq\in A and let vVq+1v\in V^{q+1} span VV. If vv is linearly independent, then vv is a basis of VV and r=q+1r=q+1 works.

Otherwise claim 3 of Elementary Properties of Linear Independence, applied to the tuple vv of length q+1q+1, yields j[q+1]j\in[q+1] with vjv_{j} in the span of v(j)v^{(j)}, where v(j)Vqv^{(j)}\in V^{q} is obtained from vv by omitting the jj-th component as in Extraction of a Summand from a Finite Sum of Vectors. By Dropping a Redundant Vector from a Spanning Family, the tuple v(j)v^{(j)} spans VV. Since qAq\in A, there are rqr\le q and a basis eVre\in V^{r} of VV; and qq+1q\le q+1 by (O6) and (O1), so rq+1r\le q+1 by (O1). Hence q+1Aq+1\in A.

By Principle of Induction for the Natural Numbers we conclude A=NA=\mathbb{N}; in particular nAn\in A, which applied to the given spanning tuple vv is the assertion.

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