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LemmaStatement: AI-adaptedProof: AI-generated
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The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.

  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
  • AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
  • AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.

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The total derivative at a point is unique

Statement

If L,M:Rm→Rn both satisfy the total-differentiability remainder condition for f at a, then L=M.

Facts & Assumptions

Given: Linear maps L,M which both satisfy the definition of total derivative at a.

[L1]

The total-derivative definition supplies the normwise remainder estimate for every ε>0; in positive source dimension this is equivalently the normalized remainder tending to zero as h tends to zero (The total (Fréchet) derivative Df(a) as the linear first-order approximation with o(∥h∥2) remainder).

Proof

technique · direct
1.1givenL1algebra

If m=0 or n=0, there is exactly one linear map Rm→Rn, namely the zero map, so L=M directly. For the remaining argument assume m,n≥1; thus the normalized remainder notation in [L1] is used only on its non-isolated source.

1.2L1

Subtracting the two remainder identities gives ∥(L−M)h∥2/∥h∥2→0 as h→0.

2.1step 1.2algebra

For any fixed v∈Rm and nonzero real t, linearity gives ∥(L−M)(tv)∥2/∥tv∥2=∥(L−M)v∥2/∥v∥2 when v≠0.

3.1step 1.2step 2.1∎

Letting t→0 in step 2.1 forces (L−M)v=0 for every nonzero v, and it is also zero at v=0; hence L=M.

Depends on

Dependency tree · 2 levels

Sources