Search results for "Relative entropy"

showing 10 items of 12 documents

Entanglement entropy in a periodically driven quantum Ising chain

2016

We numerically study the dynamics of entanglement entropy, induced by an oscillating time periodic driving of the transverse field, h(t), of a one-dimensional quantum Ising chain. We consider several realizations of h(t), and we find a number of results in analogy with entanglement entropy dynamics induced by a sudden quantum quench. After short-time relaxation, the dynamics of entanglement entropy synchronises with h(t), displaying an oscillatory behaviour at the frequency of the driving. Synchronisation in the dynamics of entanglement entropy, is spoiled by the appearance of quasi-revivals which fade out in the thermodynamic limit, and which we interpret using a quasi-particle picture ada…

---Electronic Optical and Magnetic Materials; Condensed Matter PhysicsPhysicsQuantum discordQuantum PhysicsStatistical Mechanics (cond-mat.stat-mech)Electronic Optical and Magnetic MaterialConfiguration entropyFOS: Physical sciencesQuantum entanglementCondensed Matter PhysicsSquashed entanglement01 natural sciencesTopological entropy in physicsSettore FIS/03 - Fisica Della MateriaQuantum relative entropy010305 fluids & plasmasQuantum mechanics0103 physical sciencesQuantum Physics (quant-ph)010306 general physicsEntropy (arrow of time)Joint quantum entropyCondensed Matter - Statistical Mechanics
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Extropy: Complementary Dual of Entropy

2015

This article provides a completion to theories of information based on entropy, resolving a longstanding question in its axiomatization as proposed by Shannon and pursued by Jaynes. We show that Shannon's entropy function has a complementary dual function which we call "extropy." The entropy and the extropy of a binary distribution are identical. However, the measure bifurcates into a pair of distinct measures for any quantity that is not merely an event indicator. As with entropy, the maximum extropy distribution is also the uniform distribution, and both measures are invariant with respect to permutations of their mass functions. However, they behave quite differently in their assessments…

Bregman divergenceFOS: Computer and information sciencesStatistics and ProbabilitySettore MAT/06 - Probabilita' E Statistica MatematicaKullback–Leibler divergenceComputer Science - Information TheoryGeneral MathematicsFOS: Physical sciencesBinary numberMathematics - Statistics TheoryStatistics Theory (math.ST)Kullback–Leibler divergenceBregman divergenceproper scoring rulesGini index of heterogeneityDifferential entropyBinary entropy functionFOS: MathematicsEntropy (information theory)Statistical physicsDual functionAxiomMathematicsdifferential and relative entropy/extropy Kullback- Leibler divergence Bregman divergence duality proper scoring rules Gini index of heterogeneity repeat rate.Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniDifferential and relative entropy/extropyInformation Theory (cs.IT)Probability (math.PR)repeat ratePhysics - Data Analysis Statistics and ProbabilitydualityStatistics Probability and UncertaintySettore SECS-S/01 - StatisticaMathematics - ProbabilityData Analysis Statistics and Probability (physics.data-an)Statistical Science
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Explicit Upper Bound for Entropy Numbers

2004

We give an explicit upper bound for the entropy numbers of the embedding I : W r,p(Ql) → C(Ql) where Ql = (−l, l)m ⊂ Rm, r ∈ N, p ∈ (1,∞) and rp > m.

CombinatoricsApplied MathematicsMaximum entropy probability distributionEmbeddingEntropy (information theory)Min entropyUpper and lower boundsAnalysisEntropy rateQuantum relative entropyJoint quantum entropyMathematicsZeitschrift für Analysis und ihre Anwendungen
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The Duality of Entropy/Extropy, and Completion of the Kullback Information Complex

2018

The refinement axiom for entropy has been provocative in providing foundations of information theory, recognised as thoughtworthy in the writings of both Shannon and Jaynes. A resolution to their concerns has been provided recently by the discovery that the entropy measure of a probability distribution has a dual measure, a complementary companion designated as &ldquo

Kullback–Leibler divergenceSettore MAT/06 - Probabilita' E Statistica MatematicaLogarithmGeneral Physics and Astronomylcsh:Astrophysics02 engineering and technologyBregman divergenceMathematical proofInformation theory01 natural sciencesArticle010104 statistics & probabilityFermi–Dirac entropyKullback symmetric divergencelcsh:QB460-4660202 electrical engineering electronic engineering information engineeringEntropy (information theory)0101 mathematicslcsh:Sciencerelative entropy/extropyAxiomMathematics020206 networking & telecommunicationslcsh:QC1-999total logarithmic scoring ruleProbability distributiondualityPareto optimal exchangelcsh:QprevisionextropySettore SECS-S/01 - StatisticaentropyMathematical economicslcsh:PhysicsEntropy
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Entropy production and information fluctuations along quantum trajectories

2013

Employing the stochastic wave function method, we study quantum features of stochastic entropy production in nonequilibrium processes of open systems. It is demonstarted that continuous measurements on the environment introduce an additional, non-thermal contribution to the entropy flux, which is shown to be a direct consequence of quantum fluctuations. These features lead to a quantum definition of single trajectory entropy contributions, which accounts for the difference between classical and quantum trajectories and results in a quantum correction to the standard form of the integral fluctuation theorem.

PhysicsQuantum PhysicsQuantum discordQuantum ThermodynamicSettore FIS/02 - Fisica Teorica Modelli E Metodi MatematiciStatistical Mechanics (cond-mat.stat-mech)EntropyFOS: Physical sciencesAtomic and Molecular Physics and OpticsQuantum relative entropySettore FIS/03 - Fisica Della MateriaGeneralized relative entropyQuantum probabilityClassical mechanicsQuantum processQuantum InformationQuantum dissipationAmplitude damping channelQuantum Physics (quant-ph)Condensed Matter - Statistical MechanicsJoint quantum entropy
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Mutual information and spontaneous symmetry breaking

2015

We show that the metastable, symmetry-breaking ground states of quantum many-body Hamiltonians have vanishing quantum mutual information between macroscopically separated regions, and are thus the most classical ones among all possible quantum ground states. This statement is obvious only when the symmetry-breaking ground states are simple product states, e.g. at the factorization point. On the other hand, symmetry-breaking states are in general entangled along the entire ordered phase, and to show that they actually feature the least macroscopic correlations compared to their symmetric superpositions is highly non trivial. We prove this result in general, by considering the quantum mutual …

PhysicsQuantum discordQuantum PhysicsStrongly Correlated Electrons (cond-mat.str-el)FOS: Physical sciencesQuantum capacityQuantum entanglementCoherent information01 natural sciencesQuantum relative entropyAtomic and Molecular Physics and Optics010305 fluids & plasmasCondensed Matter - Strongly Correlated ElectronsQuantum mechanicsAtomic and Molecular Physics0103 physical sciencesand Optics010306 general physicsQuantum mutual informationAmplitude damping channelmutual informationQuantum Physics (quant-ph)Joint quantum entropy
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Entropic trade-off relations for quantum operations

2013

Spectral properties of an arbitrary matrix can be characterized by the entropy of its rescaled singular values. Any quantum operation can be described by the associated dynamical matrix or by the corresponding superoperator. The entropy of the dynamical matrix describes the degree of decoherence introduced by the map, while the entropy of the superoperator characterizes the a priori knowledge of the receiver of the outcome of a quantum channel Phi. We prove that for any map acting on a N--dimensional quantum system the sum of both entropies is not smaller than ln N. For any bistochastic map this lower bound reads 2 ln N. We investigate also the corresponding R\'enyi entropies, providing an …

PhysicsQuantum discordQuantum PhysicsSuperoperatorFOS: Physical sciencesQuantum capacityMathematical Physics (math-ph)Strong Subadditivity of Quantum Entropy01 natural sciencesAtomic and Molecular Physics and OpticsQuantum relative entropy010305 fluids & plasmasQuantum mechanicsConditional quantum entropy0103 physical sciences010306 general physicsAmplitude damping channelQuantum Physics (quant-ph)Joint quantum entropyMathematical Physics
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Genuine quantum and classical correlations in multipartite systems

2011

PACS numbers: 03.67.Mn, 03.65.Ud

Quantum discordQuantum PhysicsGeneral Physics and AstronomyFOS: Physical sciencesStrong Subadditivity of Quantum EntropyQuantum relative entropyGeneralized relative entropyMultipartiteQuantum mechanicsStatistical physicsW stateQuantum mutual informationQuantum Physics (quant-ph)Joint quantum entropyMathematics
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Analysis of a parabolic cross-diffusion population model without self-diffusion

2006

Abstract The global existence of non-negative weak solutions to a strongly coupled parabolic system arising in population dynamics is shown. The cross-diffusion terms are allowed to be arbitrarily large, whereas the self-diffusion terms are assumed to disappear. The last assumption complicates the analysis since these terms usually provide H 1 estimates of the solutions. The existence proof is based on a positivity-preserving backward Euler–Galerkin approximation, discrete entropy estimates, and L 1 weak compactness arguments. Furthermore, employing the entropy–entropy production method, we show for special stationary solutions that the transient solution converges exponentially fast to its…

Self-diffusioneducation.field_of_studyKullback–Leibler divergenceRelative entropyStrong cross-diffusionApplied MathematicsMathematical analysisPopulationLong-time behavior of solutionsWeak competitionArbitrarily largeCompact spaceExponential growthPopulation modelEntropy (information theory)Global-in-time existence of weak solutionseducationPopulation equationsAnalysisMathematicsJournal of Differential Equations
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An entropic analysis of approximate quantum error correction

2013

The concept of entropy and the correct application of the Second Law of thermodynamics are essential in order to understand the reason why quantum error correction is thermodynamically possible and no violation of the Second Law occurs during its execution. We report in this work our first steps towards an entropic analysis extended to approximate quantum error correction (QEC). Special emphasis is devoted to the link among quantum state discrimination (QSD), quantum information gain, and quantum error correction in both the exact and approximate QEC scenarios.

Statistics and ProbabilityQuantum discordQuantum PhysicsFOS: Physical sciencesCondensed Matter PhysicsQuantum relative entropyTheoretical physicsT-symmetryQuantum error correctionQuantum stateStatistical physicsQuantum informationQuantum Physics (quant-ph)Entropy (arrow of time)Joint quantum entropyMathematics
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