Proof of Orthonormal Bases and Basis Size in a Finite-Dimensional Inner Product Space
lemmalem:inner-product-space-basis-size-2026aObservation. Let be a natural number and let be a basis of . Then there is an orthonormal basis of .
Indeed, is linearly independent, so Gram-Schmidt Orthonormalisation provides an orthonormal tuple whose partial spans agree with those of ; taking the index , and noting that the restriction of a -tuple to is the tuple itself, gives . Since spans , every lies in , so and therefore spans as well. By claim 3 of Elementary Properties of an Orthonormal Family the tuple is linearly independent, so it is a basis of , and being orthonormal it is an orthonormal basis of .
Claim 1. As is finite-dimensional and , the second alternative of Finite-Dimensional Vector Space must hold, so there are a natural number and a basis of . The observation applied to yields an orthonormal basis of .
Claim 2. The observation applied to and to yields orthonormal bases and of . By Any Two Orthonormal Bases of a Complex Inner Product Space Have the Same Size, .
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