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.
Existence of an -minimum-norm exact solution
Statement
Assume the ultrafilter lemma, dependent choice, and HB. Let be real Hilbert spaces, let be nonempty and weakly closed in the coarsest topology making every bounded real-linear functional continuous, and let satisfy: for every sequence and , if and , then and ; weak convergence means convergence under every bounded real-linear functional. If is nonempty for some , then for every there exists such that for every .
Statement references
Facts & Assumptions
Given: The ultrafilter lemma, DC, and HB; real Hilbert spaces ; a weakly closed forward map ; a nonempty exact solution set ; and .
The ultrafilter lemma says every filter on a set extends to an ultrafilter (The ultrafilter extension principle (UL/BPI)).
DC supplies an infinite sequence following any everywhere-extendible relation (The axiom of dependent choice: a relation in which every element is related to something admits an -indexed chain).
HB is the real dominated-extension principle (The real dominated-extension principle as an additional hypothesis over ZF).
The exact solution set is weakly sequentially closed (The exact solution set of a weakly closed map is weakly sequentially closed).
DC implies countable choice, the principle that every countable family of nonempty sets admits a choice function (Dependent choice implies countable choice, The Axiom of Countable Choice ()); every complete real inner-product space is reflexive under that principle (Hilbert spaces are reflexive by Riesz representation).
On a nonempty weakly sequentially closed subset of a real reflexive Banach space, a proper coercive weakly sequentially lower-semicontinuous functional attains its infimum under the ultrafilter lemma, DC, and HB (The direct method in a reflexive Banach space).
Under HB, weak convergence implies lower semicontinuity of the norm (Weak convergence implies lower semicontinuity of the norm).
An extended-real functional on a nonempty admissible set is proper when it is finite somewhere; coercivity is equivalent to bounded sublevel sets; weak sequential lower semicontinuity is the liminf inequality along weakly convergent sequences (Proper, coercive and weakly lower semicontinuous extended-real functionals).
An -minimum-norm solution is an exact solution whose distance to is no greater than that of any other exact solution in (-minimum-norm solutions on weakly closed domains).
Proof
Given: The assumptions above.
Let . It is nonempty by hypothesis and weakly sequentially closed by [F1]. Define by . This is finite everywhere on , so it is proper. Its sublevel set is empty for and, for , satisfies by the triangle inequality. Hence is coercive on .
If and , then . By [F4], ; since norms are nonnegative and squaring is increasing and continuous there, . Thus is weakly sequentially lower semicontinuous on .
By [F2], countable choice follows from the assumed DC, so the real Hilbert space is reflexive; it is Banach by completeness in the Hilbert-space definition. The nonempty set is weakly sequentially closed by step 1.1, and is proper, coercive, and weakly sequentially lower semicontinuous by steps 1.1 and 2.1. Apply [F3], whose choice assumptions are exactly [A1], [A2], and [A3], to obtain minimizing on .
Since and the square function is increasing on nonnegative reals, minimizing on is equivalent to minimizing . Thus satisfies [F6] and is an -minimum-norm exact solution.
Remarks
The theorem gives existence, not uniqueness: a nonlinear exact solution set need not have a unique point at minimum distance from . The use of DC also supplies the countable choice assumed by the Hilbert reflexivity supplier; no full axiom of choice is used.
Depends on
- Weakly closed nonlinear forward maps on Hilbert spaces
- $x_0$-minimum-norm solutions on weakly closed domains
- The exact solution set of a weakly closed map is weakly sequentially closed
- The direct method in a reflexive Banach space
- Proper, coercive and weakly lower semicontinuous extended-real functionals
- Weak convergence implies lower semicontinuity of the norm
- Hilbert spaces are reflexive by Riesz representation
- The ultrafilter extension principle (UL/BPI)
- The axiom of dependent choice: a relation in which every element is related to something admits an $\mathbb{N}$-indexed chain
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- The real dominated-extension principle as an additional hypothesis over ZF
- Dependent choice implies countable choice
Used by
Dependency tree · two levels
57 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
- Christian Clason, Regularization of Inverse Problems, Chapter 10 (standard reference, not scraped)
- Benedikt Wirth, Inverse Problems, Theorem 85(b) (standard reference, not scraped)