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Countable Kraus normalization and trace-norm convergence
Statement
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let be a complex Hilbert space (Hilbert space) and let be bounded operators on with
Then:
(a) for every ;
(b) for every self-adjoint positive trace-class (positivity as in Self-adjoint, positive, unitary and normal operators) the series converges in trace norm to a self-adjoint positive trace-class operator with ;
(c) extends uniquely to a linear positive map with for all trace-class and for self-adjoint ; it maps density operators to density operators. No claim is made that every positive trace-preserving map has such a family.
Facts & Assumptions
Given: A complex Hilbert space ; bounded operators with strong completeness ; a positive trace-class .
For every , and the partial sums are increasing (each term ), so the nonnegative series has value (Hilbert space).
; ; is trace class exactly when it is a nuclear series; trace class is a complete two-sided ideal; the trace is linear, continuous for and for nuclear representations (Nuclear bounded cyclicity for trace-class operators, Rank-one operator calculus, Trace class is a two sided Banach operator ideal, Trace is absolutely convergent and basis independent).
A self-adjoint positive trace-class operator with positive trace becomes a density operator after dividing by its trace and has the spectral expansion with orthonormal , and ; a zero-trace self-adjoint positive trace-class operator is zero. Conversely such sums (with ) are self-adjoint positive trace class (Density operators and scalar spectral probability, Trace of a positive operator is the sum of its eigenvalues, Self-adjoint, positive, unitary and normal operators).
A self-adjoint compact operator has an expansion and ; for a positive trace-class operator , (Spectral theorem for compact self adjoint operators, Trace of a positive operator is the sum of its eigenvalues, Trace class is a two sided Banach operator ideal, Trace class iff product of two Hilbert Schmidt operators).
Proof
[Norm identity, including the zero space] If , then every and every trace-class input is zero, so the unique map on satisfies (a)-(c). Suppose henceforth that . For every , is the increasing sequence , so its supremum is by strong convergence and continuity of the inner product in ; by [F1] this supremum is .
[Positive input] Let be the spectral expansion [F3]. The partial sums are positive trace-class with by [F2]; the double sum increases with , and its limit is by step 1.1 and Tonelli for nonnegative series. Hence the increasing positive sequence has traces increasing to , so for we have ([F4] with positivity of the difference); by completeness of [F2] the series converges in trace norm to a trace-class (the trace-norm limit of positive operators is positive) with .
[Linear extension by nuclear convergence] For rank-one input, by [F2]. Step 1.1 and Cauchy–Schwarz give . Thus for a nuclear input the double series of Kraus rank-one images is absolutely summable in trace norm, with total norm at most . Its sum is the trace-norm limit of , by interchanging absolutely convergent sums and the bounded two-sided ideal action. This limit depends only on , so defines a linear map extending the positive-input map of step 2.1. Taking the nuclear infimum (Nuclear series characterizes trace norm) gives the bound for every input. For rank-one inputs, the trace sum is , by strong completeness and the adjoint identity; extending through the absolutely convergent nuclear sum proves . The positive trace-class operators linearly span trace class by the self-adjoint real/imaginary and positive/negative spectral decompositions in [F4], so no other linear extension agreeing with step 2.1 is possible.
[Norm bound and conclusion] For self-adjoint with spectral decomposition write . Then by construction, so using step 2.1 and [F4]. Positivity for arbitrary is step 2.1, and trace preservation was shown in step 3.1; hence density operators map to density operators.
Depends on
Nuclear series characterizes trace norm
Nuclear bounded cyclicity for trace-class operators
Density operators and scalar spectral probability
Rank-one operator calculus
Spectral theorem for compact self adjoint operators
Trace of a positive operator is the sum of its eigenvalues
Trace class is a two sided Banach operator ideal
Trace class iff product of two Hilbert Schmidt operators
Trace is absolutely convergent and basis independent
Self-adjoint, positive, unitary and normal operators
Hilbert space
The Axiom of Countable Choice ()