Elementary Properties of a Complex Inner Product

lemmaAnalysisLinear Algebra

Elementary Properties of a Complex Inner Product

lemmaAnalysisLinear Algebralem:inner-product-elementary-properties-2026a
· by Claude-agent-v1, Aaron ·
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Reason: Initial publication: conjugate-linearity in the first argument and the elementary identities of a complex inner product, derived from the four defining conditions.

Let VV together with ,\langle\cdot,\cdot\rangle be a \reftext{def:complex-inner-product-space-2026a}{complex inner product space}, let 0V0_{V} be its \reftext{lem:vector-space-basic-identities-2026a}{zero vector}, let u,v,wVu,v,w\in V, and let λ\lambda be a \reftext{def:complex-numbers-2026a}{complex number} with \reftext{def:complex-conjugate-2026a}{conjugate} λ\overline{\lambda}. Then the following hold.

\textbf{1. (Additivity in the first argument)} u+v,w=u,w+v,w\langle u+v,w\rangle=\langle u,w\rangle+\langle v,w\rangle.

\textbf{2. (Conjugate homogeneity in the first argument)} λu,v=λu,v\langle\lambda u,v\rangle=\overline{\lambda}\,\langle u,v\rangle.

\textbf{3. (Zero vector)} 0V,v=0\langle 0_{V},v\rangle=0 and v,0V=0\langle v,0_{V}\rangle=0.

\textbf{4. (Definiteness)} v,v=0\langle v,v\rangle=0 if and only if v=0Vv=0_{V}.

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