2012
DOI: 10.1063/1.4757652
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Entropy distance: New quantum phenomena

Abstract: We study a curve of Gibbsian families of complex 3 × 3-matrices and point out new features, absent in commutative finite-dimensional algebras: a discontinuous maximum-entropy inference, a discontinuous entropy distance and non-exposed faces of the mean value set. We analyze these problems from various aspects including convex geometry, topology and information geometry. This research is motivated by a theory of infomax principles, where we contribute by computing first order optimality conditions of the entrop… Show more

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Cited by 25 publications
(49 citation statements)
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“…It may seem counter-intuitive that both the maximum entropy inference * ρ and its entropy can be discontinuous [9] as functions of the local measurement data α. When we say * ρ is discontinuous, we mean the state itself, not its entropy, is discontinuous.…”
Section: The General Casementioning
confidence: 99%
See 1 more Smart Citation
“…It may seem counter-intuitive that both the maximum entropy inference * ρ and its entropy can be discontinuous [9] as functions of the local measurement data α. When we say * ρ is discontinuous, we mean the state itself, not its entropy, is discontinuous.…”
Section: The General Casementioning
confidence: 99%
“…By the principle of maximum entropy, the best such inference compatible with the given local measurement results is the unique quantum state * ρ with the maximum von Neumann entropy [7]. It is known that in the classical case, the maximum entropy inference is continuous [7,9,24]. This means that, for any two sets of local measurement results α and α′ close to each other, the corresponding inference * ( ) α ρ and * ( ) α ρ ′ are also close to each other.…”
Section: Introductionmentioning
confidence: 99%
“…However it is known that the MaxEnt procedure possesses a discontinuity in the quantum-mechanical case: arbitrarily small changes in values of the Q i constraints can produce large changes in the associated generalized Gibbs state. This feature is due to non-commutativity [45,46], and has connections with quantum phase transitions in many-body quantum systems [47]. In contrast to the analysis conducted here, the way in which this non-commutativity is detected is through the varying of the external constraints (for example the switching of classical field strengths).…”
Section: Discussionmentioning
confidence: 96%
“…The maximum-entropy states are known as thermal states because they describe systems in thermal equilibrium [5,81]. Discontinuities of ρ * A exist [78] if H 0 H 1 = H 1 H 0 and d ≥ 3. All discontinuity points lie in the relative boundary of W and they are non-removable, in the sense that there is no continuous extension of ρ * A from the relative interior 3 of W to them, see Thm.…”
Section: Introductionmentioning
confidence: 99%