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单词 EveryOrthonormalSetIsLinearlyIndependent
释义

every orthonormal set is linearly independent


Theorem : An orthonormal set of vectors in an inner product spaceMathworldPlanetmath is linearly independentMathworldPlanetmath.

Proof. We denote by , the inner productMathworldPlanetmath of L. Let S be an orthonormal set of vectors.Let us first consider the case when S is finite, i.e.,S={e1,,en} for some n.Suppose

λ1e1++λnen=0

for some scalars λi (belonging to the field on theunderlying vector spaceMathworldPlanetmath of L). For a fixed k in 1,,n,we then have

0=ek,0=ek,λ1e1++λnen=λ1ek,e1++λnek,en=λk,

so λk=0, and S is linearly independent.Next, suppose S is infiniteMathworldPlanetmath (countableMathworldPlanetmath or uncountable). To provethat S is linearly independent, we need to show thatall finite subsets of S are linearly independent. Since anysubset of an orthonormal set is also orthonormal, the infinite casefollows from the finite case.

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更新时间:2025/5/4 8:23:25