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TheoremStatement: Literature-sourcedProof: AI-adaptedPipeline-generatedprecheck passaudited 2026-08-29
How statement and proof provenance work

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.

These labels describe origin, not correctness: citations and verification chips remain separate evidence.

Local conditioning times backward error controls forward error to first order

Statement

Let f:XY be a map between normed spaces, let xdomf, and let κ:=κabs(f,x) be the absolute local condition number of Absolute and relative local condition numbers of a problem map.

  1. Quantified form. If κ<+, then for every c>κ there is a δ>0 such that every hX with 0<h<δ and x+hdomf satisfies f(x+h)f(x)    ch.
  2. First-order form. If κ<+, then along admissible h, f(x+h)f(x)    (κ+o(1))has h0, that is: for every ε>0 there is δ>0 such that 0<h<δ implies f(x+h)f(x)(κ+ε)h.
  3. Relative form. If additionally x0 and f(x)0, and κrel:=κx/f(x), then along admissible h, f(x+h)f(x)f(x)    (κrel+o(1))hxas h0.

In the vocabulary of Forward and backward stability for a problem family under an arithmetic model: a computed value y^=f(x+h) has backward error h, and its forward error is, to first order in that backward error, at most the condition number times the backward error; the linear-system instance uses the backward error of Normwise and componentwise backward error for an approximate linear-system solution.

Facts & Assumptions

Given: Normed spaces X,Y, a map f:XY, a point xdomf, and κ=infδ>0Sf,x(δ) where Sf,x(δ)=sup{f(x+h)f(x)/h:0<h<δ, x+hdomf}.

[L1]

The absolute condition number is the infimum over δ>0 of the nondecreasing map δSf,x(δ) (Absolute and relative local condition numbers of a problem map).

[L2]

An infimum characterisation: if κ is the infimum of a set S[0,+], then for every c>κ there is an element sS with s<c; in particular for every c>κ there is δ>0 with Sf,x(δ)<c.

Proof

technique · direct
1.1

By [L2] applied to the set S={Sf,x(δ):δ>0} whose infimum is κ by [L1], every c>κ admits some δ0>0 with Sf,x(δ0)<c.

L1L2choose
2.1

By the definition of Sf,x(δ0) as a supremum, every admissible h with 0<h<δ0 satisfies f(x+h)f(x)/hSf,x(δ0)<c, hence f(x+h)f(x)ch, which is claim 1 with δ:=δ0.

step 1.1givenalgebra
3.1

For every ε>0 the number c:=κ+ε is strictly larger than κ, so claim 1 supplies δ>0 with f(x+h)f(x)(κ+ε)h for all admissible h of norm below δ; this is exactly the stated bound, which is claim 2.

step 2.1algebra
4.1

For the relative form, divide the inequality of claim 2 by the fixed positive number f(x) and multiply by the fixed positive number x: f(x+h)f(x)/f(x)(κ+ε)h/f(x)=(κx/f(x)+εx/f(x))h/x, and the error term is o(1)h/x because the positive constants x,f(x) are fixed, which is claim 3.

step 3.1givenalgebra
5.1

Claims 1, 2 and 3 are steps 2.1, 3.1 and 4.1.

step 2.1step 3.1step 4.1

Depends on

Used by

Dependency tree · two levels

8 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.

Sources