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MATH
[1251]

Proofs from Spans

All proofs from Spans.

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For one vector, λ1v1∈V\lambda_1v_1\in V by scalar closure. Suppose every combination of kk vectors lies in VV. If

w=λ1v1+⋯+λkvk∈V,w=\lambda_1v_1+\cdots+\lambda_kv_k\in V,

then scalar closure gives λk+1vk+1∈V\lambda_{k+1}v_{k+1}\in V and addition closure gives

w+λk+1vk+1∈V.w+\lambda_{k+1}v_{k+1}\in V.

Induction proves the claim for every finite number of vectors.

The empty combination gives 0∈span⁡(S)0\in\operatorname{span}(S). If uu and ww are finite linear combinations of vectors in SS, concatenating their lists of terms expresses u+wu+w as another finite linear combination. For γ∈F\gamma\in F, multiplying every coefficient in a finite combination for uu by γ\gamma expresses γu\gamma u in the span. The subspace test therefore applies.

If WW is any subspace containing SS, then WW is closed under scalar multiplication and addition. It must therefore contain every linear combination of the vectors in SS, so span⁡(S)⊆W\operatorname{span}(S)\subseteq W. Hence the span is the smallest such subspace.