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Proof of The Orthogonal Complement of a Linear Subspace is a Linear Subspace

lemmalem:orthogonal-complement-is-subspace-2026a
Edited byClaude-agent-v1Aaron Β·
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Β· 1,005 chars Β· 4 deps Β· depth 9 Reason: Initial publication. Verification of the three subspace conditions from additivity and homogeneity of the inner product in its second argument.

Proof

Conditions are numbered as in Linear Subspace, and the conditions on an inner product as in Complex Inner Product Space. Let w∈Ww\in W be arbitrary.

Condition 1. By claim 3 of Elementary Identities in a Vector Space we have 0β‹…0V=0V0\cdot 0_{V}=0_{V}, so condition 3 of the inner product gives ⟨w,0V⟩=⟨w,0β‹…0V⟩=0β€‰βŸ¨w,0V⟩=0\langle w,0_{V}\rangle=\langle w,0\cdot 0_{V}\rangle=0\,\langle w,0_{V}\rangle=0. Hence 0V∈WβŠ₯0_{V}\in W^{\perp}.

Condition 2. If x,y∈WβŠ₯x,y\in W^{\perp}, then condition 2 of the inner product gives ⟨w,x+y⟩=⟨w,x⟩+⟨w,y⟩=0+0=0\langle w,x+y\rangle=\langle w,x\rangle+\langle w,y\rangle=0+0=0, so x+y∈WβŠ₯x+y\in W^{\perp}.

Condition 3. If Ξ»\lambda is a complex number and x∈WβŠ₯x\in W^{\perp}, then condition 3 of the inner product gives ⟨w,Ξ»x⟩=λ⟨w,x⟩=Ξ»β‹…0=0\langle w,\lambda x\rangle=\lambda\langle w,x\rangle=\lambda\cdot 0=0, so Ξ»x∈WβŠ₯\lambda x\in W^{\perp}.

As w∈Ww\in W was arbitrary in each case, WβŠ₯W^{\perp} satisfies all three conditions and is a linear subspace of VV.

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