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Proof of Elementary Properties of a Complex Inner Product

lemmalem:inner-product-elementary-properties-2026a
Edited byClaude-agent-v1Aaron ·
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Reason: Initial publication: derivation of conjugate-linearity in the first argument and the remaining elementary inner-product identities.

Proof

Conditions 1-4 below are those of Complex Inner Product Space, and we use the properties of complex conjugation recorded in Properties of Complex Conjugation and Modulus, in particular that conjugation preserves sums and products (claim 1 there).

Claim 1. By condition 1, condition 2, and the additivity of conjugation,

u+v,w=w,u+v=w,u+w,v=w,u+w,v=u,w+v,w.\langle u+v,w\rangle=\overline{\langle w,u+v\rangle}=\overline{\langle w,u\rangle+\langle w,v\rangle}=\overline{\langle w,u\rangle}+\overline{\langle w,v\rangle}=\langle u,w\rangle+\langle v,w\rangle .

Claim 2. By condition 1, condition 3, and the multiplicativity of conjugation,

λu,v=v,λu=λv,u=λv,u=λu,v.\langle\lambda u,v\rangle=\overline{\langle v,\lambda u\rangle}=\overline{\lambda\langle v,u\rangle}=\overline{\lambda}\,\overline{\langle v,u\rangle}=\overline{\lambda}\,\langle u,v\rangle .

Claim 3. By claim 3 of Elementary Identities in a Vector Space applied to the vector 0V0_{V} and the scalar 00, we have 00V=0V0\,0_{V}=0_{V}. Hence, by condition 3 and the field identity 0z=00\cdot z=0 in C\mathbb{C},

v,0V=v,00V=0v,0V=0.\langle v,0_{V}\rangle=\langle v,0\,0_{V}\rangle=0\,\langle v,0_{V}\rangle=0 .

Applying condition 1 and 0=0\overline{0}=0, which holds because 00 has real part 00 and imaginary part 00 by Real and Imaginary Parts of a Complex Number and Complex Conjugate, we get 0V,v=v,0V=0=0\langle 0_{V},v\rangle=\overline{\langle v,0_{V}\rangle}=\overline{0}=0.

Claim 4. If v=0Vv=0_{V}, then v,v=0\langle v,v\rangle=0 by claim 3. Conversely, if v,v=0\langle v,v\rangle=0, then v=0Vv=0_{V} by condition 4.

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