Note on Von Neumann Entropy and the Ordering of Inverse Temperatures
- URL: http://arxiv.org/abs/2503.18953v1
- Date: Thu, 13 Mar 2025 05:39:55 GMT
- Title: Note on Von Neumann Entropy and the Ordering of Inverse Temperatures
- Authors: Rohit Kishan Ray,
- Abstract summary: von Neumann entropy is a monotonically increasing function of temperature.<n>rho_beta$ for a given Hamiltonian $H$ satisfies $S(rho_beta) geq S(rho_beta) iff beta_1 leq beta_2$.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: I show that for two inverse temperatures $\beta_1$ and $\beta_2$, the von Neumann entropy $S(\rho_\beta)$ of the Gibbs state $\rho_\beta$ for a given Hamiltonian $H$ satisfies $S(\rho_{\beta_1}) \geq S(\rho_{\beta_2}) \iff \beta_{1} \leq \beta_{2}$. That is, von Neumann entropy is a monotonically increasing function of temperature.
Related papers
- Monotonicity of the von Neumann Entropy under Quantum Convolution [3.130722489512822]
In the classical case, it has been shown that the whole sequence of entropies of the normalized sums of i.i.d.random variables is monotonically increasing.
We prove generalizations of the quantum entropy power inequality, enabling us to compare the von Neumann entropy of the $n$-fold symmetric convolution of $n$ arbitrary states.
We propose a quantum-classical version of this entropy power inequality, which helps us better understand the behavior of the von Neumann entropy under the convolution action between a quantum state and a classical random variable.
arXiv Detail & Related papers (2025-04-03T01:45:45Z) - Control of the von Neumann Entropy for an Open Two-Qubit System Using Coherent and Incoherent Drives [50.24983453990065]
This article is devoted to developing an approach for manipulating the von Neumann entropy $S(rho(t))$ of an open two-qubit system with coherent control and incoherent control inducing time-dependent decoherence rates.
The following goals are considered: (a) minimizing or maximizing the final entropy $S(rho(T))$; (b) steering $S(rho(T))$ to a given target value; (c) steering $S(rho(T))$ to a target value and satisfying the pointwise state constraint $S(
arXiv Detail & Related papers (2024-05-10T10:01:10Z) - Entanglement entropy in type II$_1$ von Neumann algebra: examples in Double-Scaled SYK [6.990954253986022]
In this paper, we study the entanglement entropy $S_n$ of the fixed length state $|nrangle$ in Double-Scaled Sachdev-Ye-Kitaev model.
arXiv Detail & Related papers (2024-04-03T04:27:07Z) - High-Temperature Gibbs States are Unentangled and Efficiently Preparable [22.397920564324973]
We show that thermal states of local Hamiltonians are separable above a constant temperature.<n>This proof of sudden death of thermal entanglement resolves the fundamental question of whether many-body systems can exhibit entanglement at high temperature.
arXiv Detail & Related papers (2024-03-25T15:11:26Z) - Maximal intrinsic randomness of a quantum state [1.0470286407954037]
Quantum information science has greatly progressed in the study of intrinsic, or secret, quantum randomness in the past decade.
We answer this question for three different randomness quantifiers: the conditional min-entropy, the conditional von Neumann entropy and the conditional max-entropy.
For the conditional von Neumann entropy, the maximal value is $H*= log_2d-S(rho)$, with $S(rho)$ the von Neumann entropy of $rho$, while for the conditional max-entropy, we find the maximal value $
arXiv Detail & Related papers (2023-07-28T17:58:13Z) - Enlarging the notion of additivity of resource quantifiers [62.997667081978825]
Given a quantum state $varrho$ and a quantifier $cal E(varrho), it is a hard task to determine $cal E(varrhootimes N)$.
We show that the one shot distillable entanglement of certain spherically symmetric states can be quantitatively approximated by such an augmented additivity.
arXiv Detail & Related papers (2022-07-31T00:23:10Z) - Low-degree learning and the metric entropy of polynomials [44.99833362998488]
We prove that any (deterministic or randomized) algorithm which learns $mathscrF_nd$ with $L$-accuracy $varepsilon$ requires at least $Omega(sqrtvarepsilon)2dlog n leq log mathsfM(mathscrF_n,d,|cdot|_L,varepsilon) satisfies the two-sided estimate $$c (1-varepsilon)2dlog
arXiv Detail & Related papers (2022-03-17T23:52:08Z) - On the Self-Penalization Phenomenon in Feature Selection [69.16452769334367]
We describe an implicit sparsity-inducing mechanism based on over a family of kernels.
As an application, we use this sparsity-inducing mechanism to build algorithms consistent for feature selection.
arXiv Detail & Related papers (2021-10-12T09:36:41Z) - Learning low-degree functions from a logarithmic number of random
queries [77.34726150561087]
We prove that for any integer $ninmathbbN$, $din1,ldots,n$ and any $varepsilon,deltain(0,1)$, a bounded function $f:-1,1nto[-1,1]$ of degree at most $d$ can be learned.
arXiv Detail & Related papers (2021-09-21T13:19:04Z) - Optimal Mean Estimation without a Variance [103.26777953032537]
We study the problem of heavy-tailed mean estimation in settings where the variance of the data-generating distribution does not exist.
We design an estimator which attains the smallest possible confidence interval as a function of $n,d,delta$.
arXiv Detail & Related papers (2020-11-24T22:39:21Z) - R\'enyi and von Neumann entropies of thermal state in Generalized
Uncertainty Principle-corrected harmonic oscillator [0.0]
The R'enyi and von Neumann entropies of the thermal state are explicitly computed within the first order of the GUP parameter $alpha$.
arXiv Detail & Related papers (2020-06-04T09:18:05Z) - On the Complexity of Minimizing Convex Finite Sums Without Using the
Indices of the Individual Functions [62.01594253618911]
We exploit the finite noise structure of finite sums to derive a matching $O(n2)$-upper bound under the global oracle model.
Following a similar approach, we propose a novel adaptation of SVRG which is both emphcompatible with oracles, and achieves complexity bounds of $tildeO(n2+nsqrtL/mu)log (1/epsilon)$ and $O(nsqrtL/epsilon)$, for $mu>0$ and $mu=0$
arXiv Detail & Related papers (2020-02-09T03:39:46Z)
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.