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The volume integral scattering operator is compact
Statement
Assume AC and the data of The three-dimensional volume integral scattering model with . Then is compact and
The proof supplies both the finite-measure Hilbert–Schmidt rescaling route required by the kernel interface and the singular-truncation/Schur route specified for this volume kernel. No uniqueness or outgoing-scattering solvability is asserted here.
Facts & Assumptions
Given: AC, as in The three-dimensional volume integral scattering model, the integral operator , and .
The kernel is square integrable with (The three-dimensional free-space scattering kernel is square integrable).
On a finite source and target measure space, is unitarily equivalent to the probability-space kernel operator with kernel ; for this is (Rescaling finite-measure kernel operators to probability spaces).
Under AC, on a probability space a square-integrable kernel defines a bounded compact operator, with operator norm at most its kernel norm (Square integrable kernels define bounded compact integral operators).
If is a measurable kernel with and , then its integral operator has norm at most ; the weighted Cauchy–Schwarz/Tonelli proof is given in step 1.2.
Under Countable Choice, is dense in Euclidean (Complex finite-simple and smooth compact-support density for finite p).
A uniformly bounded, equicontinuous family of real functions on a compact metric space has compact closure in the sup norm, under Countable Choice and Dependent Choice (Arzelà--Ascoli for real under Countable Choice and Dependent Choice: compact closure iff equicontinuous and pointwise bounded).
A norm limit of compact operators into a Banach space is compact under Countable Choice (Norm limit of compact operators is compact); AC supplies Countable Choice and Dependent Choice (AC supplies the countable and dependent choices used in Banach integration).
Any product kernel defines a bounded operator with norm at most (The volume integral operator is well defined and bounded on L2).
Polar coordinates give and the unit sphere area is (Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma, A closed three-dimensional ball of radius has volume ).
The closure is compact by Heine–Borel and is compact as a finite product (Heine-Borel in : with the Euclidean metric a subset of is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line, A product of finitely many compact spaces is compact in the product topology).
Complex is complete under Countable Choice (Complex Lp completeness and almost-everywhere subsequences), and AC supplies Countable Choice by AC supplies the countable and dependent choices used in Banach integration.
Applying The essential supremum is attained as the least essential bound to gives almost everywhere; changing a representative on that measurable null set gives the everywhere-bounded used in the Schur estimate.
Cauchy--Schwarz on the finite-measure set gives (The complex pairing is well-defined and satisfies Cauchy–Schwarz).
Proof
Given: AC and the scattering data in the Statement.
By [F11] and AC, is a Banach space. Normalize to the probability measure . By [F2], the operator is unitarily equivalent to the integral operator on with kernel . Its kernel norm equals by [F2]. Applying [F3] to this probability-space kernel gives compactness of the normalized operator and its norm bound; unitary equivalence transfers both to .
We also verify the singular-truncation route. By [F12], choose a measurable representative and set it to zero on the measurable null set where . This does not change the operator, since the kernel changes only on a product-null set, and now for every . For , put for , for , and for . Let have kernel . The difference kernel is supported where and bounded in modulus by . By [F9] its row and column integrals, for every fixed row and column, are at most . For each , weighted Cauchy–Schwarz gives ; integrating and using Tonelli yields . Hence .
Fix . Extend the everywhere-bounded representative by zero to ; it lies in because and . By [F5], choose with . The kernel extends continuously to the compact set by assigning zero on ; the cutoff vanishes near the diagonal. For , the integral is independent of the representative of , and by [F13] its outputs obey and . Uniform continuity of makes these outputs uniformly bounded and equicontinuous. Applying [F6] separately to real and imaginary parts gives compact closures in . The product is compact by finite-product compactness. Under the homeomorphism , the closure of the complex output family is a closed subset of this compact product, hence compact in . The inclusion is continuous because ; hence is compact.
Since , the square norm of the kernel difference between and is at most . [F8] therefore gives . By [F7], is compact.
As , step 1.2 gives . Applying [F7] again shows is compact. Step 1.1 independently gives the displayed norm estimate and compactness with the finite-measure Hilbert–Schmidt normalization.
Depends on
- The three-dimensional volume integral scattering model
- Rescaling finite-measure kernel operators to probability spaces
- The three-dimensional free-space scattering kernel is square integrable
- The volume integral operator is well defined and bounded on L2
- Square integrable kernels define bounded compact integral operators
- The Axiom of Choice
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- AC supplies the countable and dependent choices used in Banach integration
- Complex Lp completeness and almost-everywhere subsequences
- Compact linear operator
- A bounded linear operator between normed spaces
- The operator norm as the least bound and as the unit-sphere or unit-ball supremum
- Complex finite-simple and smooth compact-support density for finite p
- Arzelà--Ascoli for real $C(K)$ under Countable Choice and Dependent Choice: compact closure iff equicontinuous and pointwise bounded
- Norm limit of compact operators is compact
- Heine-Borel in $\mathbb{R}^n$: with the Euclidean metric a subset of $\mathbb{R}^n$ is compact if and only if it is closed and bounded, and the proof by bisection uses no choice principle; the same holds on the real line
- A product of finitely many compact spaces is compact in the product topology
- Polar coordinates decompose Lebesgue measure into r^{n-1} dr d sigma
- Tonelli and Fubini for the completed product, with only almost-everywhere section measurability
- A closed three-dimensional ball of radius $r\ge0$ has volume $4\pi r^3/3$
- The essential supremum is attained as the least essential bound
- The complex $L^2$ pairing is well-defined and satisfies Cauchy–Schwarz
Used by
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Sources
- Otmar Scherzer and Leonidas Mindrinos, Inverse Problems: Lecture Notes, Sommersemester 2015, Chapter 5, §5.2.6 (standard reference, not scraped)
- Andreas Neubauer and Ronny Ramlau, Lecture Notes: Integral Equations and Boundary Value Problems (standard reference, not scraped)