Math 2.0

Real functions Proof

Proof of the derivative of a continuous linear map

Builds on Fréchet derivativeLinear map

Proof

We check the definition directly: the error term is 00.

  1. Let VV, WW and AA be as in the statement, and let x∈Vx \in V. The domain of AA is VV, which is open in VV.
  2. Let h∈Vh \in V with h≠0h \ne 0. Since AA is a linear map, A(x+h)=Ax+AhA(x + h) = A x + A h.
  3. So A(x+h)−A(x)−Ah=0A(x + h) - A(x) - A h = 0, and the quotient ∥A(x+h)−A(x)−Ah∥/∥h∥\|A(x + h) - A(x) - A h\| / \|h\| equals 00 for each h≠0h \ne 0.
  4. Hence this quotient tends to 00 as h→0h \to 0.
  5. The map AA is linear and bounded by hypothesis. By the definition of the Fréchet derivative, AA is Fréchet differentiable at xx with DA(x)=ADA(x) = A.
  6. Since x∈Vx \in V was arbitrary, this holds at each point of VV.

Idea

A linear map is its own best linear approximation. The error A(x+h)−Ax−AhA(x + h) - A x - A h is exactly 00 by linearity, so the quotient in the defining limit is 00 for each hh.

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  1. Euclidean space object
  2. Vector space definition
  3. Fréchet derivative definition
  4. Linear map definition
  5. Proof of the derivative of a continuous linear map proof

Where this leads

115 pages build on this one.

Further reading

  1. Web https://www.jirka.org/ra/realanal2.pdf, Example 8.3.3
About this page
TagE78DJVFY8M
URIm2://E78DJVFY8M
Kindproof
WritingW0 stub
MSC26B05
ProvesDerivative of a continuous linear map
UsesFréchet derivative, Linear map
Changed4 November 2026

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