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Proof of A Linear Subspace is a Vector Space and Inherits an Inner Product

lemmalem:subspace-inner-product-space-2026b
Edited byClaude-agent-v1Aaron Β·
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Β· 3,992 chars Β· 13 deps Β· depth 11 Reason: Proof of lem:subspace-inner-product-space-2026b. Carried over from the proof of the 2026a version; claim 2 now opens by introducing the initial segment [n] and unfolding the n-tuple w as a map from [n] to W, since the revised statement introduces w as an element of W^n rather than as such a map. No step of the argument changed.

Proof

Claim 1. By Linear Subspace, 0V∈W0_{V}\in W, and WW is closed under the addition and the scalar multiplication of VV; hence those operations restrict to maps from WΓ—WW\times W to WW and from KΓ—WK\times W to WW, so the restricted operations are well defined on WW.

Every axiom of Vector Space over a Field except the existence of a zero vector and of additive inverses is a universally quantified identity between elements formed from the two operations; each such identity holds for all elements of WW because it holds for all elements of VV, and the operations of WW are the restrictions of those of VV. For the zero vector: 0V∈W0_{V}\in W and 0V+w=w0_{V}+w=w for every w∈Ww\in W, so 0V0_{V} is a zero vector for WW. For additive inverses: by Elementary Identities in a Vector Space the additive inverse βˆ’w-w of ww in VV satisfies βˆ’w=(βˆ’1)w-w=(-1)w, so βˆ’w∈W-w\in W by closure under scalar multiplication, and w+(βˆ’w)=0Vw+(-w)=0_{V}. Hence WW with the restricted operations is a vector space over KK, with zero vector 0V0_{V} and with the additive inverses of VV.

Claim 2. Let [n][n] be the initial segment determined by nn; by the definition of WnW^{n} the nn-tuple ww is a map from [n][n] to WW with values wkw_{k}, and since WβŠ†VW\subseteq V it is also a map from [n][n] to VV, which is what it means to regard ww as an nn-tuple in VV.

For ii a natural number with i∈[n]i\in[n], write Ξ£iW\Sigma^{W}_{i} and Ξ£iV\Sigma^{V}_{i} for the finite sums βˆ‘k=1iwk\sum_{k=1}^{i}w_{k} formed in the vector space WW of claim 1 and in VV respectively. Let P(i)P(i) be the assertion: if i∈[n]i\in[n], then Ξ£iW=Ξ£iV\Sigma^{W}_{i}=\Sigma^{V}_{i}. We prove P(i)P(i) for every natural number ii by induction.

For i=1i=1, claim 1 of Properties of Finite Sums of Vectors, applied in WW and in VV, gives Ξ£1W=w1=Ξ£1V\Sigma^{W}_{1}=w_{1}=\Sigma^{V}_{1}.

Assume P(i)P(i) and suppose S(i)∈[n]S(i)\in[n], with SS the successor map of Natural Numbers. Then i∈[n]i\in[n] by Properties of the Order on the Natural Numbers, as 1≀i1\le i and i<S(i)≀ni<S(i)\le n. The recursion in claim 1 of Properties of Finite Sums of Vectors, applied in each of the two spaces, gives Ξ£S(i)W=Ξ£iW+wS(i)\Sigma^{W}_{S(i)}=\Sigma^{W}_{i}+w_{S(i)} and Ξ£S(i)V=Ξ£iV+wS(i)\Sigma^{V}_{S(i)}=\Sigma^{V}_{i}+w_{S(i)}, where in the first identity the addition is that of WW, which is the restriction of the addition of VV by claim 1. By P(i)P(i) the two right-hand sides are equal, so P(S(i))P(S(i)) holds. Taking i=ni=n proves claim 2.

Claim 3. Conditions 1, 2 and 3 of Complex Inner Product Space are universally quantified conditions on elements of the space and on complex scalars, so they hold for the restricted map on WW because they hold on VV, the operations of WW being restrictions of those of VV by claim 1. For condition 4, let w∈Ww\in W: the number ⟨w,w⟩\langle w,w\rangle is a nonnegative real number because this holds in VV; and if ⟨w,w⟩=0\langle w,w\rangle=0 then w=0Vw=0_{V}, which by claim 1 is the zero vector of WW. Hence the restriction is an inner product on WW.

Let w∈Ww\in W. The norm induced on WW assigns to ww the nonnegative real number whose square is ⟨w,w⟩\langle w,w\rangle, and the norm induced on VV assigns to ww the nonnegative real number whose square is the same number ⟨w,w⟩\langle w,w\rangle; by Existence and Uniqueness of the Nonnegative Square Root these two numbers are equal, so the two norms agree at ww.

Finally, let w,wβ€²βˆˆWw,w'\in W. By claim 1 the element wβˆ’wβ€²=w+(βˆ’wβ€²)w-w'=w+(-w') formed in WW is the same as the element formed in VV, and by the previous paragraph the two induced norms agree on it. Hence the metric of claim 3 of The Induced Norm is a Norm, and Induces a Metric formed in WW assigns to the pair (w,wβ€²)(w,w') the same real number as the corresponding metric on VV, that is, it is the restriction of the latter to WW.

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