Math 2.0

Linear and multilinear algebra; matrix theory Proof

Proof that a linear isometry preserves the inner product by polarisation

Builds on Linear isometryPolarisation identityNorm induced by an inner productInner product

Proof

We write both inner products with the polarisation identity, which uses only norms.

  1. Let VV and WW be inner product spaces over ℝ\R or ℂ\C, with inner products written ⟨⋅,⋅⟩\ip{\cdot}{\cdot} and induced norms ∥⋅∥\norm{\cdot}. Let T ⁣:V→WT \colon V \to W be a linear isometry, so ∥T(x)∥=∥x∥\norm{T(x)} = \norm{x} for all x∈Vx \in V.
  2. Let u,v∈Vu, v \in V. First let the scalars be real. By the polarisation identity in WW, ⟨T(u),T(v)⟩=14(∥T(u)+T(v)∥2−∥T(u)−T(v)∥2)\ip{T(u)}{T(v)} = \frac{1}{4} \left( \norm{T(u) + T(v)}^2 - \norm{T(u) - T(v)}^2 \right).
  3. By linearity, T(u)+T(v)=T(u+v)T(u) + T(v) = T(u + v) and T(u)−T(v)=T(u−v)T(u) - T(v) = T(u - v).
  4. Since TT keeps norms, ∥T(u+v)∥=∥u+v∥\norm{T(u + v)} = \norm{u + v} and ∥T(u−v)∥=∥u−v∥\norm{T(u - v)} = \norm{u - v}.
  5. So ⟨T(u),T(v)⟩=14(∥u+v∥2−∥u−v∥2)=⟨u,v⟩\ip{T(u)}{T(v)} = \frac{1}{4} \left( \norm{u + v}^2 - \norm{u - v}^2 \right) = \ip{u}{v}, by the polarisation identity in VV.
  6. Now let the scalars be complex, with the inner products linear in the first argument. By the polarisation identity in WW, ⟨T(u),T(v)⟩=14∑k=03ik∥T(u)+ikT(v)∥2\ip{T(u)}{T(v)} = \frac{1}{4} \sum_{k=0}^{3} i^k \norm{T(u) + i^k T(v)}^2.
  7. By linearity, T(u)+ikT(v)=T(u+ikv)T(u) + i^k T(v) = T(u + i^k v) for each kk. Since TT keeps norms, ∥T(u+ikv)∥=∥u+ikv∥\norm{T(u + i^k v)} = \norm{u + i^k v}.
  8. So ⟨T(u),T(v)⟩=14∑k=03ik∥u+ikv∥2=⟨u,v⟩\ip{T(u)}{T(v)} = \frac{1}{4} \sum_{k=0}^{3} i^k \norm{u + i^k v}^2 = \ip{u}{v}, by the polarisation identity in VV.

Idea

The polarisation identity expresses an inner product through norms of a few combinations of the two vectors. A linear map sends these combinations to the same combinations of the images, and an isometry keeps their norms. So it keeps the inner product.

Reading path

To understand this page from the ground up, read these 17 pages in order. The foundations come first. The path takes the proof Proof of the polarisation identity.

Show the path as a graph
Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
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  1. Complex numbers object
  2. Inner product concept
  3. Inner product space concept
  4. Norm induced by an inner product concept
  5. Vector space definition
  6. Real and imaginary parts definition
  7. Inner product definition
  8. Linear map definition
  9. Norm definition
  10. Complex conjugate definition
  11. Inner product space definition
  12. Normed vector space definition
  13. Proof of the polarisation identity proof
  14. Linear isometry definition
  15. Norm induced by an inner product definition
  16. Polarisation identity statement
  17. Proof that a linear isometry preserves the inner product by polarisation proof

Where this leads

3 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Polarization_identity
About this page
TagSRFY08ASBE
URIm2://SRFY08ASBE
Kindproof
WritingW0 stub
MSC15A04, 46C05
ProvesA linear isometry preserves the inner product
UsesLinear isometry, Polarisation identity, Norm induced by an inner product, Inner product
Changed4 November 2026

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