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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 ·
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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 wWw\in W be arbitrary.

Condition 1. By claim 3 of Elementary Identities in a Vector Space we have 00V=0V0\cdot 0_{V}=0_{V}, so condition 3 of the inner product gives w,0V=w,00V=0w,0V=0\langle w,0_{V}\rangle=\langle w,0\cdot 0_{V}\rangle=0\,\langle w,0_{V}\rangle=0. Hence 0VW0_{V}\in W^{\perp}.

Condition 2. If x,yWx,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+yWx+y\in W^{\perp}.

Condition 3. If λ\lambda is a complex number and xWx\in W^{\perp}, then condition 3 of the inner product gives w,λx=λw,x=λ0=0\langle w,\lambda x\rangle=\lambda\langle w,x\rangle=\lambda\cdot 0=0, so λxW\lambda x\in W^{\perp}.

As wWw\in W was arbitrary in each case, WW^{\perp} satisfies all three conditions and is a linear subspace of VV.

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