Math 2.0

Functional analysis Proof

Proof of the Pythagorean theorem in an inner product space

Builds on Inner productNorm induced by an inner productOrthogonal vectors

Proof

We expand the square of the norm with the rules of the inner product.

  1. Let VV be an inner product space over 𝕂=ℝ\mathbb{K} = \R or ℂ\C, with inner product ⟨⋅,⋅⟩\ip{\cdot}{\cdot}. Let x,y∈Vx, y \in V with ⟨x,y⟩=0\ip{x}{y} = 0, which means that xx and yy are orthogonal.
  2. For all u,z,w∈Vu, z, w \in V, conjugate symmetry and linearity in the first argument give ⟨u,z+w⟩=⟨z,u⟩+⟨w,u⟩‾=⟨u,z⟩+⟨u,w⟩\ip{u}{z + w} = \overline{\ip{z}{u} + \ip{w}{u}} = \ip{u}{z} + \ip{u}{w}.
  3. By the definition of the induced norm, ∥x+y∥2=⟨x+y,x+y⟩\norm{x + y}^2 = \ip{x + y}{x + y}.
  4. Linearity in the first argument and step 2 give ⟨x+y,x+y⟩=⟨x,x⟩+⟨x,y⟩+⟨y,x⟩+⟨y,y⟩\ip{x + y}{x + y} = \ip{x}{x} + \ip{x}{y} + \ip{y}{x} + \ip{y}{y}.
  5. By conjugate symmetry, ⟨y,x⟩=⟨x,y⟩‾=0‾=0\ip{y}{x} = \overline{\ip{x}{y}} = \overline{0} = 0. Also ⟨x,y⟩=0\ip{x}{y} = 0 by step 1.
  6. So ∥x+y∥2=⟨x,x⟩+⟨y,y⟩=∥x∥2+∥y∥2\norm{x + y}^2 = \ip{x}{x} + \ip{y}{y} = \norm{x}^2 + \norm{y}^2.

Idea

The square of the norm of a sum expands like the square of a sum of numbers. There are two cross terms, ⟨x,y⟩\ip{x}{y} and ⟨y,x⟩\ip{y}{x}. Orthogonality makes both cross terms zero, and only the two squares remain.

Reading path

To understand this page from the ground up, read these 7 pages in order. The foundations come first.

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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.
  • no evidence level
  1. Vector space definition
  2. Inner product definition
  3. Norm definition
  4. Inner product space definition
  5. Orthogonal vectors definition
  6. Norm induced by an inner product definition
  7. Proof of the Pythagorean theorem in an inner product space proof

Where this leads

55 pages build on this one.

Further reading

  1. Web https://linear.axler.net/LADR4e.pdf, Theorem 6.12
About this page
Tag794QRK467A
URIm2://794QRK467A
Kindproof
WritingW0 stub
MSC46C05
ProvesPythagorean theorem in an inner product space
UsesInner product, Norm induced by an inner product, Orthogonal vectors
Changed4 November 2026

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