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We have decided to discontinue the publication of preprints on our preprint server as of 1 March 2024. The publication culture within mathematics has changed so much due to the rise of repositories such as ArXiV (www.arxiv.org) that we are encouraging all institute members to make their preprints available there. An institute's repository in its previous form is, therefore, unnecessary. The preprints published to date will remain available here, but we will not add any new preprints here.

MiS Preprint
75/2011

Information topologies on non-commutative state spaces

Stephan Weis

Abstract

We define an information topology (I-topology) and a reverse information topology (rI-topology) on the state space of a C*-subalgebra of Mat(n,C) in terms of sequential convergence with respect to the relative entropy. Open disks with respect to the relative entropy define a base for the topology. This was not evident since Csiszár has shown in the 1960's that the analogue is wrong for probability measures on a countably infinite set. The I-topology is strictly finer than the norm topology, it disconnects the convex state space into its faces. The rI-topology is intermediate and it allows to complete two fundamental theorems of information geometry to the full state space, by taking the closure in the rI-topology. The norm topology can be too coarse for this aim but for commutative algebras it equals the rI-topology, so the difference belongs to the domain of quantum theory. We apply our results to the maximization of the von Neumann entropy under linear constraints and to the maximization of quantum correlations.

Received:
Nov 24, 2011
Published:
Nov 28, 2011
MSC Codes:
81P45, 81P16, 54D55, 94A17, 90C26
Keywords:
non-commutative algebra, relative entropy, information topology, exponential family, convex support, Pythagorean theorem, projection theorem, von Neumann entropy

Related publications

inJournal
2014 Repository Open Access
Stephan Weis

Information topologies on non-commutative state spaces

In: Journal of convex analysis, 21 (2014) 2, pp. 339-399