Approximation of multipartite quantum states: revised version with new
applications
- URL: http://arxiv.org/abs/2401.02388v1
- Date: Thu, 4 Jan 2024 17:59:01 GMT
- Title: Approximation of multipartite quantum states: revised version with new
applications
- Authors: M.E.Shirokov
- Abstract summary: We show that for any multipartite state with finite energy the infimum in the definition of the relative entropy of $pi$-entanglement can be taken over the set of finitely-decomposable $pi$-separable states with finite energy.
We also show that for any multipartite state with finite energy the infimum in the definition of the relative entropy of $pi$-entanglement can be taken over the set of finitely-decomposable $pi$-separable states with finite energy.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Special approximation technique for analysis of different characteristics of
states of multipartite infinite-dimensional quantum systems is proposed and
applied to the study of the relative entropy of $\pi$-entanglement and its
regularisation.
In particular, by using this technique we obtain simple sufficient conditions
for local continuity (convergence) of the regularized relative entropy of
$\pi$-entanglement.
We establish a finite-dimensional approximation property for the relative
entropy of entanglement and its regularization that allows us to generalize to
the infinite-dimensional case the results proved in the finite-dimensional
settings.
We also show that for any multipartite state with finite energy the infimum
in the definition of the relative entropy of $\pi$-entanglement can be taken
over the set of finitely-decomposable $\pi$-separable states with finite
energy.
Related papers
- Improving absolute separability bounds for arbitrary dimensions [0.0]
Sufficient analytical conditions for separability in composite quantum systems are very scarce and only known for low-dimensional cases.
We use linear maps and their inverses to derive powerful analytical conditions, providing tight bounds and extremal points of the set of absolutely separable states.
arXiv Detail & Related papers (2024-10-29T18:00:04Z) - Quantum conditional entropies from convex trace functionals [7.988085110283119]
We study properties of trace functionals that generalize those in [Zhang, Adv. Math. 365:107053 ( 2020)], arising from a novel family of conditional entropies with applications in quantum information.<n>Building on new convexity results for these functionals, we establish data-processing inequalities and additivity properties for our entropies, demonstrating their operational significance.
arXiv Detail & Related papers (2024-10-29T12:03:10Z) - Normalization in Proportional Feature Spaces [49.48516314472825]
normalization plays an important central role in data representation, characterization, visualization, analysis, comparison, classification, and modeling.
The selection of an appropriate normalization method needs to take into account the type and characteristics of the involved features.
arXiv Detail & Related papers (2024-09-17T17:46:27Z) - Gaussian Entanglement Measure: Applications to Multipartite Entanglement
of Graph States and Bosonic Field Theory [50.24983453990065]
An entanglement measure based on the Fubini-Study metric has been recently introduced by Cocchiarella and co-workers.
We present the Gaussian Entanglement Measure (GEM), a generalization of geometric entanglement measure for multimode Gaussian states.
By providing a computable multipartite entanglement measure for systems with a large number of degrees of freedom, we show that our definition can be used to obtain insights into a free bosonic field theory.
arXiv Detail & Related papers (2024-01-31T15:50:50Z) - Enriching Disentanglement: From Logical Definitions to Quantitative Metrics [59.12308034729482]
Disentangling the explanatory factors in complex data is a promising approach for data-efficient representation learning.
We establish relationships between logical definitions and quantitative metrics to derive theoretically grounded disentanglement metrics.
We empirically demonstrate the effectiveness of the proposed metrics by isolating different aspects of disentangled representations.
arXiv Detail & Related papers (2023-05-19T08:22:23Z) - Entanglement monogamy via multivariate trace inequalities [12.814476856584346]
We derive variational formulas for relative entropies based on restricted measurements of multipartite quantum systems.
We give direct, matrix-analysis-based proofs for the faithfulness of squashed entanglement.
arXiv Detail & Related papers (2023-04-28T14:36:54Z) - Reinforcement Learning from Partial Observation: Linear Function Approximation with Provable Sample Efficiency [111.83670279016599]
We study reinforcement learning for partially observed decision processes (POMDPs) with infinite observation and state spaces.
We make the first attempt at partial observability and function approximation for a class of POMDPs with a linear structure.
arXiv Detail & Related papers (2022-04-20T21:15:38Z) - Decimation technique for open quantum systems: a case study with
driven-dissipative bosonic chains [62.997667081978825]
Unavoidable coupling of quantum systems to external degrees of freedom leads to dissipative (non-unitary) dynamics.
We introduce a method to deal with these systems based on the calculation of (dissipative) lattice Green's function.
We illustrate the power of this method with several examples of driven-dissipative bosonic chains of increasing complexity.
arXiv Detail & Related papers (2022-02-15T19:00:09Z) - Continuity of characteristics of composite quantum systems [0.0]
Methods of quantitative and qualitative continuity analysis of characteristics of composite quantum systems are described.
New approximation method for obtaining local continuity conditions for various characteristics of quantum systems is proposed and described in detail.
arXiv Detail & Related papers (2022-01-27T12:32:24Z) - Moments of quantum purity and biorthogonal polynomial recurrence [6.482224543491085]
We study the statistical behavior of entanglement over the Bures-Hall ensemble as measured by the simplest form of an entanglement entropy - the quantum purity.
The main results of this work are the exact second and third moment expressions of quantum purity valid for any subsystem dimensions.
arXiv Detail & Related papers (2021-07-09T19:18:34Z) - Approximation of multipartite quantum states and the relative entropy of
entanglement [0.0]
We prove several results about analytical properties of the multipartite relative entropy of entanglement and its regularization.
We establish a finite-dimensional approximation property for the relative entropy of entanglement and its regularization.
arXiv Detail & Related papers (2021-03-22T18:12:24Z) - Profile Entropy: A Fundamental Measure for the Learnability and
Compressibility of Discrete Distributions [63.60499266361255]
We show that for samples of discrete distributions, profile entropy is a fundamental measure unifying the concepts of estimation, inference, and compression.
Specifically, profile entropy a) determines the speed of estimating the distribution relative to the best natural estimator; b) characterizes the rate of inferring all symmetric properties compared with the best estimator over any label-invariant distribution collection; c) serves as the limit of profile compression.
arXiv Detail & Related papers (2020-02-26T17:49:04Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.