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Trace-class duality and finite-rank density
Statement
Assume the Axiom of Choice. Let be a complex Hilbert space, and let be its trace-class operators with trace norm . Write for the basis-independent trace defined earlier. Finite-rank operators are dense in . For every bounded linear functional , there is a unique such that and the correspondence is isometric: .
Statement references
Facts & Assumptions
Given: [A1], a complex Hilbert space , its trace-class space, trace norm and trace.
Assume the Axiom of Choice; it implies Countable Choice, the stated choice input for the imported trace-class tools (The Axiom of Choice, AC implies DC implies countable choice, The Axiom of Countable Choice ()).
Trace class operator defines by summability of singular values. Singular value decomposition for compact operators indexes exactly the positive singular values by a finite initial segment or the positive integers and gives norm-convergent partial sums; the trace-norm characterization Nuclear series characterizes trace norm identifies their sum as the trace norm.
Trace class is a Banach space and a two-sided ideal: (Trace class is a two sided Banach operator ideal).
The basis-independent trace equals the scalar sum of any nuclear representation and obeys (Trace of a trace class operator, Trace is absolutely convergent and basis independent).
The inner product is linear in its first argument; every bounded linear functional on has a unique Riesz vector (Real and complex inner-product spaces and their induced length, Riesz representation for Hilbert spaces).
Bounded operators have Hilbert adjoints satisfying (Hilbert-adjoint identities).
Proof
Given: [F1]–[F5], a bounded linear functional on , and its trace pairing.
Let if has finite rank , and otherwise, as in [F1]. Write its singular expansion and let . The SVD gives as a norm-convergent nuclear representation whose coefficient products sum to the tail . The nuclear characterization in [F1] therefore gives . In finite rank the tail is empty once . Thus finite-rank operators are trace-norm dense.
For , define the rank-one operator . Its only possible nonzero singular value is , so . The form is linear in , conjugate-linear in , and satisfies . For fixed , the map is bounded and linear in . Riesz representation [F4] gives a unique vector such that ; conjugating gives . Uniqueness makes linear, and the bound gives , so and .
The nuclear representation and [F3] give . Every finite-rank operator is a finite sum of rank-one operators, so linearity of and of the trace gives for every finite-rank .
For arbitrary , use the finite-rank approximants from step 1.1. Boundedness of gives . Also by [F2] and [F3]. Hence the same trace identity holds for every trace-class .
If , then , so the only bounded functional and representing operator are zero and the isometry assertion holds. Otherwise the trace identity and [F2]–[F3] imply , so . For unit , step 2.1 gives , since . Taking suprema over unit gives . If also represents , applying the identity to each gives for all , hence .
Steps 1.1–4.1 prove finite-rank trace-norm density and establish a unique operator with the stated pairing and norm equality for every bounded functional .
Depends on
Trace class operator
Trace of a trace class operator
Trace is absolutely convergent and basis independent
Singular value decomposition for compact operators
Nuclear series characterizes trace norm
Trace class is a two sided Banach operator ideal
Riesz representation for Hilbert spaces
Hilbert space
Real and complex inner-product spaces and their induced length
The spaces (\mathcal B(X,Y)) and (\mathcal B(X)) of bounded linear operators
The operator norm as the least bound and as the unit-sphere or unit-ball supremum
A bounded linear operator between normed spaces
Hilbert-adjoint identities
The Axiom of Choice
AC implies DC implies countable choice
The Axiom of Countable Choice ()