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Trace class operator
Definition
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let and be Hilbert spaces over the same field (Hilbert space) and let be a compact operator (Compact linear operator) with zero-padded singular-value sequence (Absolute value and singular values of a compact operator).
Trace class. The operator is trace class when Thus the series in the zero-based convention of Series and absolute convergence in a normed space is formed from the explicit sequence . In that case its trace norm is and is also written . The set of trace-class operators is written .
Immediate consequences. Since (Absolute value and singular values of a compact operator), the terms are nonnegative and whenever is trace class; the zero operator is trace class with . When has finite rank the sequence is zero-padded, the series is the finite sum over the finitely many positive eigenvalues of counted with multiplicity (Finite-dimensional vector space, and its dimension ; infinite-dimensional means having no finite basis), and every finite-rank operator is compact (Bounded finite rank operators are compact) and therefore trace class; in particular every operator with finite-dimensional range and every rank-one operator is trace class. If has infinite rank then for every and the series converges in the summable case. By the necessary condition for convergence of a scalar series (If a series converges then its terms tend to ), a trace-class operator with infinite rank has , hence is a norm limit of finite-rank operators (Singular value decomposition for compact operators).
Choice accounting. Trace class is defined through the singular values of Absolute value and singular values of a compact operator, whose construction uses through the countable selection of finite orthonormal bases of the eigenspaces of and the spectral theorem; no Hilbert basis of the ambient space, and no stronger choice, is used here.
Depends on
- Absolute value and singular values of a compact operator
- Singular value decomposition for compact operators
- Bounded finite rank operators are compact
- If a series converges then its terms tend to $0$
- Series and absolute convergence in a normed space
- Compact linear operator
- The operator norm as the least bound and as the unit-sphere or unit-ball supremum
- Convergence of a sequence in a metric space: $x_k \to x$ iff $d(x_k, x) \to 0$ in $\mathbb{R}$
- Greatest lower bound (infimum)
- Finite-dimensional vector space, and its dimension $\dim_F V$; infinite-dimensional means having no finite basis
- Hilbert space
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
Used by
- Compact does not imply Hilbert Schmidt Counterexample
- Hilbert Schmidt does not imply trace class Counterexample
- The unilateral shift obstructs a cyclic linear trace extension Counterexample
- Fredholm determinant of a trace-class operator Definition
- Trace of a trace class operator Definition
- 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
- Nuclear series characterizes trace norm Lemma
- Schatten p classes Remark
- Separable trace-class determinant theorem recorded externally Remark
- Cyclicity of the trace Theorem
- Lidskii trace formula for trace-class operators Theorem
- Trace class iff product of two Hilbert Schmidt operators Theorem
- Trace class is a two sided Banach operator ideal Theorem
- Trace is absolutely convergent and basis independent Theorem
- Trace of a positive operator is the sum of its eigenvalues Theorem
Dependency tree · two levels
77 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, trace class operators (printed pp. 93–96) (standard reference, not scraped)
- Anthony W. Knapp, Advanced Real Analysis — Chapter II, §5 (standard reference, not scraped)