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Optimisation via encodings: a renormalisation group perspective 通过编码进行优化:重整化组的视角
Pub Date : 2023-10-27 DOI: 10.1088/1751-8121/ad07c9
Konstantin Klemm, Anita Mehta, Peter F Stadler
Abstract Difficult, in particular NP-complete, optimization problems are traditionally solved approximately using search heuristics. These are usually slowed down by the rugged landscapes encountered, because local minima arrest the search process. Cover-encoding maps were devised to circumvent this problem by transforming the original landscape to one that is free of local minima and enriched in near-optimal solutions. By definition, these involve the mapping of the original (larger) search space into smaller subspaces, by processes that typically amount to a form of coarse-graining. In this paper, we explore the details of this coarse-graining using formal arguments, as well as concrete examples of cover-encoding maps, that are investigated analytically as well as computationally. Our results strongly suggest that the coarse-graining involved in cover-encoding maps bears a strong resemblance to that encountered in renormalisation group schemes. Given the apparently disparate nature of these two formalisms, these strong similarities are rather startling, and suggest deep mathematical underpinnings that await further exploration.
难点优化问题,特别是np完全优化问题,传统上是用搜索启发式近似求解的。由于局部极小值阻碍了搜索过程,因此遇到的崎岖地形通常会减慢搜索速度。覆盖编码地图的设计是为了规避这个问题,通过将原始景观转变为一个没有局部最小值和丰富的近最优解决方案的景观。根据定义,这些涉及到将原始(较大)搜索空间映射到较小的子空间,通过通常相当于某种形式的粗粒度处理。在本文中,我们使用形式参数以及覆盖编码映射的具体示例来探索这种粗粒度的细节,这些示例通过分析和计算进行了研究。我们的结果强烈地表明,覆盖编码映射中的粗粒度与重整化群方案中遇到的粗粒度具有很强的相似性。考虑到这两种形式明显不同的本质,这些强烈的相似性是相当惊人的,并暗示了等待进一步探索的深层数学基础。
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引用次数: 0
D-divisible quantum evolution families d可分量子演化家族
Pub Date : 2023-10-27 DOI: 10.1088/1751-8121/ad07c8
Krzysztof Szczygielski
Abstract We propose and explore a notion of decomposably divisible (D-divisible) differentiable quantum evolution families on matrix algebras. This is achieved by replacing the complete positivity requirement, imposed on the propagator, by more general condition of decomposability. It is shown that such D-divisible dynamical maps satisfy a generalized version of Master Equation and are totally characterized by their time-local generators. Necessary and sufficient conditions for D-divisibility are found. Additionally, decomposable trace preserving semigroups are examined.
摘要提出并探讨了矩阵代数上可分解可分(d -可分)可微量子演化族的概念。这是通过用更一般的可分解性条件取代施加在传播子上的完全正性要求来实现的。证明了这类d可分动态映射满足主方程的一个广义版本,并且完全由它们的时间局部发生器表征。给出了d可整除的充分必要条件。此外,还研究了可分解的微量保持半群。
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引用次数: 0
Bound states and point interactions of the one-dimensional pseudospin-one Hamiltonian 一维伪自旋- 1哈密顿量的束缚态和点相互作用
Pub Date : 2023-10-26 DOI: 10.1088/1751-8121/ad075e
Zolotaryuk, A. V., Zolotaryuk, Y., Gusynin, V. P.
Abstract The spectrum of a one-dimensional pseudospin-one Hamiltonian with a three-component potential is studied for two configurations: (i) all the potential components are constants over the whole coordinate space and (ii) the profile of some components is of a rectangular form. In case (i), it is illustrated how the structure of three (lower, middle and upper) bands depends on the configuration of potential strengths including the appearance of flat bands at some special values of these strengths. In case (ii), the set of two equations for finding bound states is derived. The spectrum of bound-state energies is shown to depend crucially on the configuration of potential strengths. Each of these configurations is specified by a single strength parameter V . The bound-state energies are calculated as functions of the strength V and a one-point approach is developed realizing correspondent point interactions. For different potential configurations, the energy dependence on the strength V is described in detail, including its one-point approximation. From a whole variety of bound-state spectra, four characteristic types are singled out.
研究了具有三分量势的一维伪自旋- 1哈密顿量在两种构型下的谱:(i)所有势分量在整个坐标空间上都是常数,(ii)某些分量的轮廓是矩形形式。在情况(i)中,说明了三个(下、中、上)带的结构如何取决于潜在强度的配置,包括在这些强度的某些特殊值处出现的平带。在情形(ii)中,推导出寻找束缚态的两个方程的集合。结合态能的谱主要取决于势强的结构。每种配置都由单个强度参数V指定。将束缚态能量作为强度V的函数进行计算,提出了一种实现对应点相互作用的单点方法。对于不同的势构型,详细描述了能量对强度V的依赖关系,包括它的一点近似。从各种束缚态光谱中,选出四种特征类型。
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引用次数: 0
The operator algebra of cyclic orbifolds 循环轨道的算子代数
Pub Date : 2023-10-26 DOI: 10.1088/1751-8121/acfcf6
Benoit Estienne, Yacine Ikhlef, Andrei Rotaru
Abstract We identify the maximal chiral algebra of conformal cyclic orbifolds. In terms of this extended algebra, the orbifold is a rational and diagonal conformal field theory, provided the mother theory itself is also rational and diagonal. The operator content and operator product expansion of the cyclic orbifolds are revisited in terms of this algebra. The fusion rules and fusion numbers are computed via the Verlinde formula. This allows one to predict which conformal blocks appear in a given four-point function of twisted or untwisted operators, which is relevant for the computation of various entanglement measures in one-dimensional critical systems.
摘要研究了共形环轨道的极大手性代数。在这个扩展代数中,如果母理论本身也是有理对角的,那么轨道是一个有理对角的共形场论。用这个代数重新讨论了循环轨道的算子内容和算子积展开式。通过Verlinde公式计算融合规则和融合数。这允许人们预测在给定的扭曲或非扭曲算子的四点函数中出现哪些共形块,这与一维临界系统中各种纠缠度量的计算有关。
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引用次数: 0
Integration on minimal Z2 2-superspace and emergence of space 极小Z2 -超空间上的积分与空间的出现
Pub Date : 2023-10-26 DOI: 10.1088/1751-8121/ad076e
Naruhiko Aizawa, Ren Ito
Abstract We investigate the possibilities of integration on the minimal Z 2 2 -superspace. Two definitions are taken from the works by Poncin and Schouten and we examine their generalizations. It is shown that these definitions impose some restrictions on the integrable functions. We then introduce a new definition of integral, which is inspired by our previous work, and show that the definition does not impose restrictions on the integrable functions. An interesting feature of this definition is the emergence of a spatial coordinate which means that the integral is defined on R 2 despite the fact that the (0,0) part of the minimal Z 2 2 -superspace is R
研究极小z22 -超空间上积分的可能性。从Poncin和Schouten的著作中提取了两个定义,并对他们的概括进行了检验。证明了这些定义对可积函数有一定的限制。在前人研究的启发下,引入了积分的新定义,并证明了该定义对可积函数没有限制。这个定义的一个有趣的特征是空间坐标的出现,这意味着积分是在R < supgt;2上定义的,尽管最小z22 -超空间的(0,0)部分是R
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引用次数: 2
Kohn-Sham computation and the bivariate view of density functional theory 密度泛函理论的Kohn-Sham计算和二元视图
Pub Date : 2023-10-26 DOI: 10.1088/1751-8121/ad075d
Paul E Lammert
Abstract Informed by an abstraction of Kohn-Sham computation called a KS machine, a functional analytic perspective is developed on mathematical aspects of density functional theory. A natural semantics for the machine is bivariate, consisting of a sequence of potentials paired with a ground density. Although the question of when the KS machine can converge to a solution (where the potential component matches a designated target) is not resolved here, a number of related ones are. For instance: Can the machine progress toward a solution? Barring presumably exceptional circumstances, yes in an energetic sense, but using a potential-mixing scheme rather than the usual density-mixing variety. Are energetic and function space distance notions of proximity-to-solution commensurate? Yes, to a significant degree. If the potential components of a sequence of ground pairs converges to a target density, do the density components cluster on ground densities thereof? Yes, barring particle number drifting to infinity.&#xD;
摘要通过对Kohn-Sham计算的抽象,即KS机,在密度泛函理论的数学方面发展了一个泛函分析的观点。机器的自然语义是二元的,由与地面密度配对的电位序列组成。虽然这里没有解决KS机器何时收敛到解决方案(潜在组件与指定目标匹配)的问题,但有许多相关的问题。例如:机器能找到解决方案吗?除非可能的特殊情况,在能量意义上是的,但使用电位混合方案而不是通常的密度混合品种。接近解的能量和功能空间距离概念是否相称?是的,在很大程度上。如果一系列地对的潜在分量收敛于目标密度,密度分量是否聚集在其地密度上?是的,除非粒子数漂移到无穷大。
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引用次数: 0
Quantum reading of quantum information 量子信息的量子读取
Pub Date : 2023-10-26 DOI: 10.1088/1751-8121/ad075f
Samad Khabbazi Oskouei, Stefano Mancini, Milajiguli Rexiti
Abstract We extend the notion of quantum reading to the case where the information to be retrieved, which is encoded into a set of quantum channels, is of quantum nature. We use two-qubit unitaries describing the system environment interaction, with the initial environment state determining the system’s input-output channel and hence the encoded information. The performance of the most relevant two-qubit unitaries is determined with two different approaches: i) one-shot quantum capacity of the channel arising between environment and system’s output; ii) estimation of parameters characterizing the initial quantum state of the environment. The obtained results are mostly in (qualitative) agreement, with some distinguishing features that include the CNOT unitary.
摘要:我们将量子读取的概念扩展到被编码到一组量子信道中的信息是量子性质的情况下。我们使用双量子位一元描述系统环境的相互作用,初始环境状态决定系统的输入输出通道,从而决定编码信息。通过两种不同的方法确定最相关的双量子位一元的性能:i)在环境和系统输出之间产生的通道的单次量子容量;(二)估计的参数描述的初始量子态的环境。得到的结果大部分是(定性)一致的,具有一些区别特征,包括CNOT酉。
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引用次数: 0
Quantum walks on simplexes and multiple perfect state transfer 单胞体上的量子行走和多重完美状态转移
Pub Date : 2023-10-25 DOI: 10.1088/1751-8121/ad034a
Hiroshi Miki, Satoshi Tsujimoto, Da Zhao
Abstract In this paper, we study quantum walks on the extension of association schemes. Various state transfers can be achieved on these graphs, such as multiple state transfer among extreme points of a simplex, fractional revival on subsimplexes. Since only few examples of multiple (perfect) state transfer are known, we aim to make some additions in this collection.
摘要本文研究了关联方案扩展上的量子行走问题。在这些图上可以实现各种状态转移,例如单纯形极值点之间的多状态转移,子单纯形上的分数恢复。由于已知的多(完美)状态转移示例很少,我们打算在这个集合中添加一些。
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引用次数: 0
Systematic investigations on ion dynamics with noises in Paul trap 保罗阱中含噪声离子动力学的系统研究
Pub Date : 2023-10-25 DOI: 10.1088/1751-8121/ad0348
Ying-Xiang Wang, Sheng-Chen Liu, Lin Cheng, Liang-You Peng
Abstract Ions confined in a Paul trap serve as crucial platforms in various research fields, including quantum computing and precision spectroscopy. However, the ion dynamics is inevitably influenced by different types of noise, which require accurate computations and general analytical analysis to facilitate diverse applications based on trapped ions with white or colored noise. In the present work, we investigate the motion of ions in a Paul trap via the Langevin equation using both analytical and numerical methods, systematically studying three different types of noise: the white noise, the colored noise via the Ornstein–Uhlenbeck process and the Wiener process. For the white noise of the case, we provide a recursion method to calculate ion motion for a wide range of parameters. Furthermore, we present an analytical solution to the more realistic stochastic process associated with the colored noise, verified by the Monte Carlo simulation. By comparing the results of the colored noise with those of the white noise, and additionally considering another limit of noise parameters corresponding to the Wiener process, we summarize the effects of different noise types on the ion dynamics.
局限在保罗阱中的离子在量子计算和精密光谱学等各个研究领域都是至关重要的平台。然而,离子动力学不可避免地受到不同类型噪声的影响,这需要精确的计算和一般的分析分析,以方便基于白色或彩色噪声捕获离子的多种应用。在本工作中,我们通过朗之万方程研究了离子在保罗阱中的运动,系统地研究了三种不同类型的噪声:白噪声,通过Ornstein-Uhlenbeck过程和Wiener过程产生的彩色噪声。对于存在白噪声的情况,我们提供了一种计算大范围参数下离子运动的递归方法。此外,我们提出了一个与彩色噪声相关的更现实的随机过程的解析解,并通过蒙特卡罗模拟进行了验证。通过对比有色噪声和白噪声的结果,并考虑噪声参数的另一个极限,即维纳过程,总结了不同类型的噪声对离子动力学的影响。
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引用次数: 0
Quantum uncertainty as an intrinsic clock 作为内在时钟的量子不确定性
Pub Date : 2023-10-25 DOI: 10.1088/1751-8121/ad06fc
Etera R. Livine
Abstract In quantum mechanics, a classical particle is raised to a wave-function, thereby acquiring many more degrees of freedom. For instance, in the semi-classical regime, while the position and momentum expectation values follow the classical trajectory, the uncertainty of a wave-packet can evolve and beat independently. We use this insight to revisit the dynamics of a 1d particle in a time-dependent harmonic well. One can solve it by considering time reparameterizations and the Virasoro group action to map the system to the harmonic oscillator with constant frequency. We prove that identifying such a simplifying time variable is naturally solved by quantizing the system and looking at the evolution of the width of a Gaussian wave-packet. We further show that the Ermakov-Lewis invariant for the classical evolution in a time-dependent harmonic potential is actually the quantum uncertainty of a Gaussian wave-packet. This naturally extends the classical Ermakov-Lewis invariant to a constant of motion for quantum systems following Schrodinger equation. We conclude with a discussion of potential applications to quantum gravity and quantum cosmology.
在量子力学中,一个经典粒子被提升为波函数,从而获得更多的自由度。例如,在半经典状态下,当位置和动量期望值遵循经典轨迹时,波包的不确定性可以独立地演化和跳动。我们利用这一见解来重新审视一维粒子在时变谐波阱中的动力学。可以通过考虑时间再参数化和Virasoro群作用将系统映射到定频谐振子来解决。我们证明了识别这样一个简化的时间变量是通过量化系统和观察高斯波包宽度的演变来自然解决的。我们进一步证明了在时变谐波势中的经典演化的Ermakov-Lewis不变量实际上是高斯波包的量子不确定性。这自然地将经典的Ermakov-Lewis不变量扩展为遵循薛定谔方程的量子系统的运动常数。最后,我们讨论了量子引力和量子宇宙学的潜在应用。
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引用次数: 3
期刊
Journal of Physics A
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