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Trace class is a two sided Banach operator ideal
Statement
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let , and be real or complex Hilbert spaces (Hilbert space). Then:
- the trace-class operators (Trace class operator) form a linear subspace of on which is a norm, and (The operator norm as the least bound and as the unit-sphere or unit-ball supremum);
- if and , are bounded linear operators on Hilbert spaces , then and
- is a Banach space: every -Cauchy sequence in has a limit in to which it converges in (Banach space, A norm on a real vector space, the induced metric, and the dictionary with the metric axioms, Metric space: iff , symmetry, and the triangle inequality; pseudometric and ultrametric).
Facts & Assumptions
Given: Countable Choice, Hilbert spaces , a trace-class operator , bounded operators , and the ideal and nuclear-series results.
Nuclear characterization. For a compact operator , trace class is equivalent to having a nuclear representation (operator-norm convergence, ); the trace norm is the infimum of the nuclear sums and is attained by the singular series. In particular, for trace-class , is zero-padded and is bounded by , because (Nuclear series characterizes trace norm, Trace class operator, Absolute value and singular values of a compact operator).
Infimum and series. The infimum of a nonempty bounded-below set of reals is its greatest lower bound, so for every there is an element below (Greatest lower bound (infimum)). Convergence of the zero-based partial-sum sequences occurring below is interpreted as in Convergence of a sequence in a metric space: iff in .
Operator and adjoint calculus. For composable bounded operators, ; a bounded operator between Hilbert spaces has a bounded adjoint with (Composition satisfies |ST|\le|S|,|T|, Hilbert-adjoint identities, A bounded linear operator between normed spaces, The operator norm as the least bound and as the unit-sphere or unit-ball supremum).
Cauchy sequences and subsequences. A sequence in a metric space is Cauchy when for every real there is with for ; under one may choose indices with , and a Cauchy sequence with a convergent subsequence converges to the same limit (Metric space: iff , symmetry, and the triangle inequality; pseudometric and ultrametric, Convergence of a sequence in a metric space: iff in , The Axiom of Countable Choice ()).
Compactness of nuclear limits. Finite-rank bounded operators are compact, and under an operator-norm limit of compact operators into a Banach space is compact (Bounded finite rank operators are compact, Norm limit of compact operators is compact, Hilbert space).
Proof
Given: Countable Choice, the Hilbert spaces, the trace-class and bounded .
Operator norm dominated by the trace norm. For trace-class , [A1] gives .
Vector-space structure and triangle inequality. Let be trace class and scalars. Given , [A1] and [A2] provide nuclear representations of and with sums and ; interleaving them, after multiplying the first by and the second by , gives a nuclear series converging in operator norm to with sum . Its partial sums have finite rank, so [A5] makes compact; [A1] now makes it trace class and bounds its trace norm by that nuclear sum. Letting gives ; homogeneity follows by also applying the bound to when (and is immediate for ), and the triangle inequality is the case . The norm is definite: if then by [A1], so ; it is nonnegative by definition.
Two-sided ideal estimate. Let be nuclear and let be bounded. Then for every , , and the finite-rank partial sums converge to in operator norm because composition is operator-norm continuous [A3]. Their nuclear sum satisfies by [A3]. Thus is compact by [A5], and [A1] makes it trace class with trace norm bounded by this sum; taking the infimum over nuclear representations of gives .
Completeness. Let be -Cauchy. Choose a subsequence with [A4] and write . For and each choose by [A2] nuclear representations with sums at most and respectively. Flattening these countably many positive-integer-indexed series by a fixed pairing of positive integers produces one nuclear series with total sum at most . The nuclear-tail estimate makes its finite-rank partial sums converge in operator norm to a bounded operator , and [A5] makes compact; [A1] therefore makes trace class. Absolute operator-norm convergence permits regrouping, and the grouped partial sums are , so in operator norm. For every the tail representation made from gives by [A1] and [step 1.2]; hence in , and by [A4] the original Cauchy sequence converges to in .
Conclusion. Claim 1 is [step 1.1] and [step 1.2], claim 2 is [step 1.3], and claim 3 is [step 2.1]; together with is a normed space complete in its norm, that is a Banach space.
Depends on
- Nuclear series characterizes trace norm
- Trace class operator
- Absolute value and singular values of a compact operator
- Bounded finite rank operators are compact
- Norm limit of compact operators is compact
- Hilbert-adjoint identities
- The operator norm as the least bound and as the unit-sphere or unit-ball supremum
- A bounded linear operator between normed spaces
- Composition satisfies \|ST\|\le\|S\|\,\|T\|
- Convergence of a sequence in a metric space: $x_k \to x$ iff $d(x_k, x) \to 0$ in $\mathbb{R}$
- Banach space
- A norm on a real vector space, the induced metric, and the dictionary with the metric axioms
- Hilbert space
- Metric space: $d(x,y) = 0$ iff $x = y$, symmetry, and the triangle inequality; pseudometric and ultrametric
- Greatest lower bound (infimum)
- Finite-dimensional vector space, and its dimension $\dim_F V$; infinite-dimensional means having no finite basis
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
Used by
- Fredholm determinant properties for trace-class operators Proposition
- Cyclicity of the trace Theorem
Dependency tree · two levels
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Sources
- Gerald Teschl, Topics in Real and Functional Analysis, version November 17, 2017 — §3.6, Lemmas 3.26 and 3.28–3.29 (printed pp. 95–100) (standard reference, not scraped)
- Anthony W. Knapp, Advanced Real Analysis — Chapter II, §5 (standard reference, not scraped)