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Trace of a trace class operator
Definition
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let be a real or complex Hilbert space (Hilbert space), let be a trace-class operator on (Trace class operator) and let be a Hilbert basis of , supplied as data (Orthonormal families, complete orthonormal systems and Hilbert bases; existence of such a basis is not asserted here). The trace of relative to is the sum of the scalar family in the finite-subset-net sense of Square-summable families on an arbitrary index set and the space .
The family is absolutely summable, uniformly in . Let be the singular-value series (Singular value decomposition for compact operators, Absolute value and singular values of a compact operator) with , orthonormal and (Trace class operator). For every the series converges absolutely, because the moduli are bounded by by Cauchy–Schwarz and Bessel (Cauchy–Schwarz: , with equality exactly for dependent pairs, The finite Bessel inequality and best approximation by a finite orthonormal family). Consequently, for every finite , using the interchange of finite sums with the nonnegative finite-subset supremum over and then finite Cauchy–Schwarz and Bessel twice, because for each the two finite coefficient sums are bounded by and (finite Bessel). Hence the finite subsums of are bounded by , the family is absolutely summable, and an absolutely summable family of scalars is summable in ZF with (Square-summable families on an arbitrary index set and the space ). This justifies the notation before any basis-independence statement.
Choice accounting and status. Only a supplied basis and the singular values of are used; no Hilbert basis of is assumed to exist, and the next theorem proves that does not depend on the supplied basis and equals the basis-free trace of (Trace is absolutely convergent and basis independent).
Depends on
- Trace class operator
- Absolute value and singular values of a compact operator
- Singular value decomposition for compact operators
- Nuclear series characterizes trace norm
- Square-summable families on an arbitrary index set and the space $\ell^2(I)$
- The finite Bessel inequality and best approximation by a finite orthonormal family
- Cauchy–Schwarz: $|\langle x,y\rangle|\le\|x\|\,\|y\|$, with equality exactly for dependent pairs
- Orthonormal families, complete orthonormal systems and Hilbert bases
- Real and complex inner-product spaces and their induced length
- Hilbert space
- The operator norm as the least bound and as the unit-sphere or unit-ball supremum
- A bounded linear operator between normed spaces
- Convergence of a sequence in a metric space: $x_k \to x$ iff $d(x_k, x) \to 0$ in $\mathbb{R}$
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
Used by
- The unilateral shift obstructs a cyclic linear trace extension Counterexample
- Adjoint, norm and trace of an operator of rank at most one Example
- Diagonal Schatten class criteria on ell two Example
- Integral operator trace under a valid diagonal hypothesis Example
- Cyclicity of the trace Theorem
- Trace is absolutely convergent and basis independent Theorem
Dependency tree · two levels
80 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
- Gerald Teschl, Topics in Real and Functional Analysis, version November 17, 2017 — §3.6, Lemma 3.27 (printed pp. 97–98) (standard reference, not scraped)
- Anthony W. Knapp, Advanced Real Analysis — Chapter II, §5, Proposition 2.8 (standard reference, not scraped)