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Many trace inequalities can be expressed either as concavity/convexity theorems or as monotonicity theorems. A classic example is the joint convexity of the quantum relative entropy which is equivalent to the Data Processing Inequality. The…

泛函分析 · 数学 2022-10-25 Eric A. Carlen , Haonan Zhang

We introduce an axiomatic approach to entropies and relative entropies that relies only on minimal information-theoretic axioms, namely monotonicity under mixing and data-processing as well as additivity for product distributions. We find…

信息论 · 计算机科学 2021-09-22 Gilad Gour , Marco Tomamichel

We show how to improve the semicontinuity bounds in [1] by optimizing the proof of the basic technical lemma. In this optimization we apply the modified version of the trick used in the resent article [2]. The most important applications…

量子物理 · 物理学 2024-09-18 M. E. Shirokov

The joint convexity of the map $(X,A) \mapsto X^* A^{-1} X$, an integral representation of operator convex functions, and an observation of Ando are used to obtain a simple proof of both the joint convexity of relative entropy and a trace…

量子物理 · 物理学 2022-09-07 Mary Beth Ruskai

We introduce the notion of reduced relative quantum entropy and prove that it is convex. This result is then used to give a simplified proof of a theorem of Lieb and Seiringer.

量子物理 · 物理学 2024-08-09 Frank Hansen

The entanglement entropy of a subsystem of a quantum system is expressed, in the replica approach, through analytic continuation with respect to n of the trace of the n-th power of the reduced density matrix. This trace can be thought of as…

高能物理 - 理论 · 物理学 2008-12-18 Michele Caraglio , Ferdinando Gliozzi

We introduce a generalization of relative entropy derived from the Wigner-Yanase-Dyson entropy and give a simple, self-contained proof that it is convex. Moreover, special cases yield the joint convexity of relative entropy, and for the map…

量子物理 · 物理学 2015-05-13 Anna Jencova , Mary Beth Ruskai

This note provides a succinct proof of a 1973 theorem of Lieb that establishes the concavity of a certain trace function. The development relies on a deep result from quantum information theory, the joint convexity of quantum relative…

信息论 · 计算机科学 2014-04-29 Joel A. Tropp

Incremental information, as measured by the quantum entropy, is increasing when two ensembles are united. This result was proved by Lieb and Ruskai, and it is the foundation for the proof of strong subadditivity of quantum entropy. We…

数学物理 · 物理学 2016-10-24 Frank Hansen

This article presents in a self-contained way A. Uhlmann's celebrated Theorem of monotonicity of the relative entropy under completely positive and trace preserving maps. The Theorem is presented in its more general form and meaningful…

数学物理 · 物理学 2024-01-04 Juan Manuel Pérez-Pardo

Several studies demonstrate that there are critical differences between real wireless networks and simulation models. This finding has permitted to extract spatial and temporal properties for links and to provide efficient methods as biased…

网络与互联网体系结构 · 计算机科学 2012-07-12 Mohamed-Haykel Zayani , Vincent Gauthier , Djamal Zeghlache

We prove an entropic uncertainty relation for two quantum channels, extending the work of Frank and Lieb for quantum measurements. This is obtained via a generalized strong super-additivity (SSA) of quantum entropy. Motivated by Petz's…

量子物理 · 物理学 2023-01-23 Li Gao , Marius Junge , Nicholas LaRacuente

We give a simple proof of the uncertainty principle with quantum side information, as in [Berta et al. Nature Physics 6, 659 (2010)], invoking the monotonicity of the relative entropy. Our proof shows that the entropic uncertainty principle…

量子物理 · 物理学 2011-12-08 Patrick J. Coles , Li Yu , Michael Zwolak

We show that a recent definition of relative R\'enyi entropy is monotone under completely positive, trace preserving maps. This proves a recent conjecture of M\"uller-Lennert et al.

数学物理 · 物理学 2015-06-16 Rupert L. Frank , Elliott H. Lieb

We summarize some results of geometric measure theory concerning rectifiable sets and measures. Combined with the entropic chain rule for disintegrations (Vigneaux, 2021), they account for some properties of the entropy of rectifiable…

信息论 · 计算机科学 2023-06-02 Juan Pablo Vigneaux

We analyze entropic uncertainty relations in a finite dimensional Hilbert space and derive several strong bounds for the sum of two entropies obtained in projective measurements with respect to any two orthogonal bases. We improve the…

量子物理 · 物理学 2015-06-30 Łukasz Rudnicki , Zbigniew Puchała , Karol Życzkowski

This paper is devoted to problems stated by Z. Zhou and F. Li in 2009. They concern relations between almost periodic, weakly almost periodic, and quasi-weakly almost periodic points of a continuous map f and its topological entropy. The…

动力系统 · 数学 2012-09-20 Lenka Obadalova

The entropy of an ergodic source is the limit of properly rescaled 1-block entropies of sources obtained applying successive non-sequential recursive pairs substitutions (see P. Grassberger 2002 ArXiv:physics/0207023 and D. Benedetto, E.…

信息论 · 计算机科学 2015-05-19 D. Benedetto , E. Caglioti , G. Cristadoro , M. Degli Esposti

The quantum relative entropy is frequently used as a distance measure between two quantum states, and inequalities relating it to other distance measures are important mathematical tools in many areas of quantum information theory. We have…

数学物理 · 物理学 2015-05-28 Koenraad M. R. Audenaert , Jens Eisert

We prove several trace inequalities that extend the Golden-Thompson and the Araki-Lieb-Thirring inequality to arbitrarily many matrices. In particular, we strengthen Lieb's triple matrix inequality. As an example application of our four…

数学物理 · 物理学 2017-03-17 David Sutter , Mario Berta , Marco Tomamichel
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