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Conditional modulus on a power source ball
Statement
Assume Countable Choice. Let be compact between real or complex Hilbert spaces over the same scalar field and . For every , . For every positive singular value with right singular vector , equality holds at , witnessed by . If has infinite rank, these form a null sequence; if has finite positive rank, equality is asserted only at its finitely many positive singular values; if , the source ball and modulus are and .
Statement references
Facts & Assumptions
Given: Countable Choice, compact between real or complex Hilbert spaces over the same scalar field, , the power source ball, its centered modulus, and .
The Axiom of Countable Choice (): Countable Choice is assumed by the compact singular-value decomposition supplier.
Centered conditional modulus of continuity: is the supremum of over with .
Index source elements are minimum-norm solutions: Every element of the power source ball lies in .
Spectral interpolation for power source balls: If , then .
Singular value decomposition for compact operators and Absolute value and singular values of a compact operator: Each positive singular value has a unit right singular vector with and ; an infinite positive singular sequence tends to zero.
Proof
If and belongs to the centered-modulus set, then . By [F3], as well, so and . If , [F3] likewise forces every member of the power source ball to be zero, so the asserted bound holds with no positive singular direction.
Suppose and let be any element of the centered-modulus set. By [F1], choose with and . Applying [F4] and using gives ; taking the supremum over the centered-modulus set proves the bound.
Fix a positive singular value and its unit right singular vector from [F5]. Set and . Then and . Thus is feasible in the centered-modulus supremum at and attains the upper bound from step 1.2. If there are infinitely many positive singular values, compactness gives and hence ; finite positive rank gives only the stated finite list, while was handled in step 1.1.
Depends on
- Power source ball
- Centered conditional modulus of continuity
- Spectral interpolation for power source balls
- Index source elements are minimum-norm solutions
- Compact linear inverse model between Hilbert spaces
- Absolute value and singular values of a compact operator
- Singular value decomposition for compact operators
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
Used by
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Sources
- Christian Clason, Regularization of Inverse Problems, lecture notes — Theorems 4.11–4.12 (standard reference, not scraped)
- Bernd Hofmann and Peter Mathé, A Note on the Modulus of Continuity for Ill-Posed Problems in Hilbert Space (standard reference, not scraped)