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Rank-one operator calculus
Statement
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let be a complex Hilbert space with the pairing linear in the first argument (Hilbert space, Real and complex inner-product spaces and their induced length), and for let
Then:
(a) with (A bounded linear operator between normed spaces, The operator norm as the least bound and as the unit-sphere or unit-ball supremum), and the assignment is linear in and conjugate-linear in ;
(b) is trace class (Trace class operator) with and ;
(c) (The Hilbert-space adjoint of a bounded operator); is a positive bounded operator in the sense of Self-adjoint, positive, unitary and normal operators, with for every , and , ;
(d) for bounded , and ;
(e) for trace-class , , and ;
(f) the map is continuous for the trace norm, so in particular and are trace-norm continuous for fixed .
Scope. Only the rank-one calculus is asserted; no spectral, compactness or ideal statement beyond (b) is claimed, and no physical interpretation is attached.
Facts & Assumptions
Given: A complex Hilbert space with pairing linear in the first argument; vectors ; a bounded operator ; a trace-class operator .
A compact operator is trace class when , with trace norm ; then , the zero operator is trace class, and every bounded finite-rank operator is compact (Trace class operator, Bounded finite rank operators are compact).
is trace class if and only if it has a nuclear representation converging in operator norm with ; then over all such representations, the infimum being attained (Nuclear series characterizes trace norm).
For every nuclear representation of a trace-class operator, the scalar series converges absolutely to a number independent of the representation, the trace is linear in the trace-class variable, and (Trace is absolutely convergent and basis independent).
The Hilbert adjoint is characterised by for all and is unique; the pairing is linear in the first argument and conjugate-linear in the second with , and (The Hilbert-space adjoint of a bounded operator, Real and complex inner-product spaces and their induced length, Cauchy–Schwarz: , with equality exactly for linearly dependent vectors).
On the trace-class operators is a norm, they form a Banach space, and and (Trace class is a two sided Banach operator ideal).
The operator norm is for bounded ; a bounded operator is positive when its quadratic-form values are real and nonnegative (The operator norm as the least bound and as the unit-sphere or unit-ball supremum, A bounded linear operator between normed spaces, Self-adjoint, positive, unitary and normal operators).
Proof
[Boundedness, norm and linearity] is linear and by [F4], so [F6]; if and , taking gives and hence , while for or the operator vanishes and both sides are . Linearity in and conjugate-linearity in are immediate from the definition and the pairing conventions [F4].
[Trace class and trace norm] The range of is contained in , so has rank at most one, is finite rank, compact [F1]; its one-term nuclear representation is with , and the remaining terms zero, so and [F2] first establishes trace class and gives , while by [F5] and step 1.1. Hence .
[The trace] Applying [F3] to the one-term nuclear representation of step 2.1 gives . In particular and, with step 2.1, .
[Adjoint, positivity and one-sided products] For all , by [F4], so ; in particular is self-adjoint, and for every , so it is positive by [F6]. For bounded : and , using the defining property of the adjoint [F4].
[Trace-norm continuity] By the bilinearity of step 1.1, ; by [F5] and the estimates of steps 1.1 and 2.1, , which tends to whenever in ; hence is continuous into , and fixing one slot gives the stated continuity. This is (f).
[Products with trace-class operators] If is trace class then and , so and [F4]; applying step 3.1 to the rank-one operators and gives and . This is (e); (a)-(d) are steps 1.1, 2.1, 3.1 and 3.2, and the scope remark records that nothing beyond the rank-one calculus is asserted.
Depends on
Trace class operator
Bounded finite rank operators are compact
Nuclear series characterizes trace norm
Trace is absolutely convergent and basis independent
Trace class is a two sided Banach operator ideal
The operator norm as the least bound and as the unit-sphere or unit-ball supremum
A bounded linear operator between normed spaces
The Hilbert-space adjoint of a bounded operator
Real and complex inner-product spaces and their induced length
Cauchy–Schwarz: , with equality exactly for linearly dependent vectors
Self-adjoint, positive, unitary and normal operators
Hilbert space
The Axiom of Countable Choice ()