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arXiv:2409.17052 · Arkiv för matematik

Distances for operator-valued information channels

Georgios Baziotis

Published Jan 1, 2025• 0 citations
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Abstract

We introduce three metrics on the set of quantum probability measures over a compact Hausdorff space and characterize them in terms of the completely bounded norm of the corresponding unital completely positive maps.We extend the existing topological structures between scalar-valued information channels to operator-valued ones and associate them with topologies on the set of unital completely positive maps between a commutative C*-algebra and the C*-algebra of bounded weakly measurable operator-valued functions over a compact Hausdorff space.Given a measure on the input alphabet space, we introduce the notion of an almost everywhere defined operator-valued information channel and provide a characterization result.

DOI
10.4310/arkiv.2025.v63.n2.a1

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Given a positive operator-valued measure ννν acting on the Borel sets of a locally compact Hausdorff space XXX, with outcomes in the algebra B(H)\mathcal B(\mathcal H)B(H) of all bounded operators on a (possibly infinite-dimensional) Hilbert space H\mathcal HH, one can consider ννν-integrable functions X→B(H)X\rightarrow \mathcal B(\mathcal H)X→B(H) that are positive quantum random variables. We define a seminorm on the span of such functions which in the quotient leads to a Banach space. We consider bistochastic operators acting on this space and majorization of quantum random variables is then defined with respect to these operators. As in classical majorization theory, we relate majorization in this context to an inequality involving all possible convex functions of a certain type. Unlike the classical setting, continuity and convergence issues arise throughout the work.
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