TheoremBase

The Span of a Finite Family is the Smallest Subspace Containing It

Statement

Let KK be a field, let VV be a vector space over KK, let nn be a natural number, let [n][n] be the initial segment determined by nn, let v∈Vnv\in V^{n} be an nn-tuple in VV with components vkv_{k}, and let span⁡(v)\operatorname{span}(v) be its span. Then the following hold.

1. (Subspace) span⁡(v)\operatorname{span}(v) is a linear subspace of VV, and vj∈span⁡(v)v_{j}\in\operatorname{span}(v) for every j∈[n]j\in[n].

2. (Spanning) By claim 1 and claim 1 of A Linear Subspace is a Vector Space and Inherits an Inner Product, the set span⁡(v)\operatorname{span}(v) is a vector space over KK under the operations of VV restricted to it. Let v∗∈span⁡(v)nv^{\ast}\in\operatorname{span}(v)^{n} be the nn-tuple in span⁡(v)\operatorname{span}(v) with the same components vkv_{k}. Then v∗v^{\ast} spans that vector space.

3. (Smallest such subspace) If WW is a linear subspace of VV with vk∈Wv_{k}\in W for every k∈[n]k\in[n], then span⁡(v)⊆W\operatorname{span}(v)\subseteq W.

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