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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
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: iff in
Greatest lower bound (infimum)
Finite-dimensional vector space, and its dimension ; infinite-dimensional means having no finite basis
Hilbert space
The Axiom of Countable Choice ()