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On a class of nonlocal continuity equations on graphs 图上一类非局部连续性方程
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-09-30 DOI: 10.1017/S0956792523000128
A. Esposito, F. Patacchini, A. Schlichting
Motivated by applications in data science, we study partial differential equations on graphs. By a classical fixed-point argument, we show existence and uniqueness of solutions to a class of nonlocal continuity equations on graphs. We consider general interpolation functions, which give rise to a variety of different dynamics, for example, the nonlocal interaction dynamics coming from a solution-dependent velocity field. Our analysis reveals structural differences with the more standard Euclidean space, as some analogous properties rely on the interpolation chosen.
受数据科学应用的启发,我们研究了图上的偏微分方程。利用一个经典的不动点论证,证明了图上一类非局部连续方程解的存在唯一性。我们考虑一般的插值函数,它会产生各种不同的动力学,例如,来自解相关速度场的非局部相互作用动力学。我们的分析揭示了与更标准的欧几里得空间的结构差异,因为一些类似的性质依赖于所选择的插值。
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引用次数: 5
Characterising small objects in the regime between the eddy current model and wave propagation 描述小物体在涡流模型和波传播之间的状态
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-09-27 DOI: 10.1017/s0956792523000207
P. Ledger, W. Lionheart
Being able to characterise objects at low frequencies, but in situations where the modelling error in the eddy current approximation of the Maxwell system becomes large, is important for improving current metal detection technologies. Importantly, the modelling error becomes large as the frequency increases, but the accuracy of the eddy current model also depends on the object topology and on its materials, with the error being much larger for certain geometries compared to others of the same size and materials. Additionally, the eddy current model breaks down at much smaller frequencies for highly magnetic conducting materials compared to non-permeable objects (with similar conductivities, sizes and shapes) and, hence, characterising small magnetic objects made of permeable materials using the eddy current at typical frequencies of operation for a metal detector is not always possible. To address this, we derive a new asymptotic expansion for permeable highly conducting objects that is valid for small objects and holds not only for frequencies where the eddy current model is valid but also for situations where the eddy current modelling error becomes large and applying the eddy approximation would be invalid. The leading-order term we derive leads to new forms of object characterisations in terms of polarizability tensor object descriptions where the coefficients can be obtained from solving vectorial transmission problems. We expect these new characterisations to be important when considering objects at greater stand-off distance from the coils, which is important for safety critical applications, such as the identification of landmines, unexploded ordnance and concealed weapons. We also expect our results to be important when characterising artefacts of archaeological and forensic significance at greater depths than the eddy current model allows and to have further applications parking sensors and improving the detection of hidden, out-of-sight, metallic objects.
能够在低频下表征物体,但在麦克斯韦系统涡流近似的建模误差变得很大的情况下,对于改进当前的金属探测技术非常重要。重要的是,随着频率的增加,建模误差会变得很大,但涡流模型的准确性也取决于物体的拓扑结构和材料,与相同尺寸和材料的其他几何形状相比,某些几何形状的误差要大得多。此外,与非渗透性物体(具有相似的导电性、尺寸和形状)相比,高导磁材料的涡流模型在更小的频率下破裂,因此,使用金属探测器在典型操作频率下的涡流来表征由渗透性材料制成的小型磁性物体并不总是可能的。为了解决这个问题,我们推导了一个新的可渗透高导电性物体的渐近展开式,该展开式适用于小物体,不仅适用于涡流模型有效的频率,而且适用于涡流建模误差变大且应用涡流近似无效的情况。我们导出的首阶项导致了基于极化张量对象描述的新形式的对象特征,其中的系数可以通过求解矢量传输问题来获得。我们期望这些新的特性在考虑距离线圈较远的物体时很重要,这对于安全关键应用很重要,例如识别地雷,未爆弹药和隐藏武器。我们还希望我们的结果在描述比涡流模型所允许的更深深度的考古和法医意义的文物时是重要的,并且在停车传感器和改进对隐藏的,视线之外的金属物体的检测方面有进一步的应用。
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引用次数: 0
Projective invariants of images 图像的投影不变量
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-09-26 DOI: 10.1017/S0956792522000298
P. Olver
The method of equivariant moving frames is employed to construct and completely classify the differential invariants for the action of the projective group on functions defined on the two-dimensional projective plane. While there are four independent differential invariants of order $leq 3$ , it is proved that the algebra of differential invariants is generated by just two of them through invariant differentiation. The projective differential invariants are, in particular, of importance in image processing applications.
利用等变移动框架的方法,构造并完全分类了投影群对二维投影平面上定义的函数作用的微分不变量。虽然存在四个阶为$leq3$的独立微分不变量,但证明了微分不变量代数是由其中两个通过不变微分生成的。投影微分不变量在图像处理应用中尤其重要。
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引用次数: 1
Symmetry actions and brackets for adjoint-symmetries. II: Physical examples 伴随对称的对称作用和括号。II: 物理示例
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-08-22 DOI: 10.1017/S0956792522000328
S. Anco
Abstract Symmetries and adjoint-symmetries are two fundamental (coordinate-free) structures of PDE systems. Recent work has developed several new algebraic aspects of adjoint-symmetries: three fundamental actions of symmetries on adjoint-symmetries; a Lie bracket on the set of adjoint-symmetries given by the range of a symmetry action; a generalised Noether (pre-symplectic) operator constructed from any non-variational adjoint-symmetry. These results are illustrated here by considering five examples of physically interesting nonlinear PDE systems – nonlinear reaction-diffusion equations, Navier-Stokes equations for compressible viscous fluid flow, surface-gravity water wave equations, coupled solitary wave equations and a nonlinear acoustic equation.
摘要对称性和伴随对称性是PDE系统的两个基本(无坐标)结构。最近的工作发展了伴随对称的几个新的代数方面:对称对伴随对称的三个基本作用;由对称作用的范围给出的伴随对称性集合上的李括号;由任何非变分伴随对称构造的广义Noether(前辛)算子。本文通过考虑五个物理上有趣的非线性PDE系统的例子来说明这些结果——非线性反应扩散方程、可压缩粘性流体流的Navier-Stokes方程、表面重力水波方程、耦合孤立波方程和非线性声学方程。
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引用次数: 1
Convergence to a self-similar solution for a one-phase Stefan problem arising in corrosion theory 腐蚀理论中单相Stefan问题自相似解的收敛性
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-08-09 DOI: 10.1017/s0956792522000250
M. Bouguezzi, D. Hilhorst, Y. Miyamoto, J. Scheid
Steel corrosion plays a central role in different technological fields. In this article, we consider a simple case of a corrosion phenomenon which describes a pure iron dissolution in sodium chloride. This article is devoted to prove rigorously that under rather general hypotheses on the initial data, the solution of this iron dissolution model converges to a self-similar profile as $trightarrow +infty$ . We will do so for an equivalent formulation as presented in the book of Avner Friedman about parabolic equations (Friedman (1964) Partial Differential Equations of Parabolic Type, Prentice-Hall, Inc., Englewood Cliffs, NJ.). In order to prove the convergence result, we apply a comparison principle together with suitable upper and lower solutions.
钢的腐蚀在不同的技术领域起着核心作用。在这篇文章中,我们考虑了一个简单的腐蚀现象,它描述了纯铁在氯化钠中的溶解。本文致力于严格证明,在对初始数据的相当一般的假设下,该铁溶解模型的解收敛于$trightarrow+infty$的自相似轮廓。我们将对Avner Friedman关于抛物型方程的书(Friedman(1964)Partial Differential Equation equations of parabolic Type,Prentice-Hall,股份有限公司,Englewood Cliffs,NJ)中提出的等效公式这样做。为了证明收敛结果,我们应用了比较原理以及合适的上下解。
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引用次数: 0
Hertzian and adhesive plane models of contact of two inhomogeneous elastic bodies 两个非均匀弹性体接触的赫兹和粘着平面模型
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-07-25 DOI: 10.1017/s0956792522000237
Y. Antipov, S. Mkhitaryan
Previous study of contact of power-law graded materials concerned the contact of a rigid body (punch) with an elastic inhomogeneous foundation whose inhomogeneity is characterised by the Young modulus varying with depth as a power function. This paper models Hertzian and adhesive contact of two elastic inhomogeneous power-law graded bodies with different exponents. The problem is governed by an integral equation with two different power kernels. A nonstandard method of Gegenbauer orthogonal polynomials for its solution is proposed. It leads to an infinite system of linear algebraic equations of a special structure. The integral representations of the system coefficients are evaluated, and the properties of the system are studied. It is shown that if the exponents coincide, the infinite system admits a simple exact solution that corresponds to the case when the Young moduli are different but the exponents are the same. Formulas for the length of the contact zone, the pressure distribution and the surface normal displacements of the contacting bodies are obtained in the form convenient for computations. Effects of the mismatch in the Young moduli exponents are studied. A comparative analysis of the Hertzian and adhesive contact models clarifies the effects of the surface energy density on the contact pressure, the contact zone size and the profile of the contacting bodies outside the contact area.
以往幂律梯度材料的接触研究涉及刚体(冲床)与弹性非均匀基础的接触,其非均匀性的特征是杨氏模量随深度变化为幂函数。本文建立了两个不同指数的非均匀幂律梯度弹体的赫兹接触和黏着接触模型。这个问题是由两个不同幂函数的积分方程控制的。提出了一种求解Gegenbauer正交多项式的非标准方法。它导致了一个特殊结构的线性代数方程组的无穷系统。给出了系统系数的积分表示,并研究了系统的性质。结果表明,当指数重合时,无限系统存在一个简单的精确解,该解对应于杨氏模不同而指数相同的情况。以方便计算的形式得到了接触区长度、压力分布和接触体表面法向位移的计算公式。研究了杨氏模指数失配的影响。通过对赫兹接触模型和黏着接触模型的对比分析,阐明了表面能密度对接触压力、接触区尺寸和接触区外接触体轮廓的影响。
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引用次数: 1
Profiling ponded soil surface in saturated seepage into drain-line sink: Kalashnikov’s method of lateral leaching revisited 在饱和渗流进入排水管水槽的情况下对积水土壤表面进行剖面分析:卡拉什尼科夫侧向浸出法的重新审视
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-07-12 DOI: 10.1017/s0956792522000171
A. Kacimov, Y. Obnosov
Two boundary value problems are solved for potential steady-state 2D Darcian seepage flows towards a line sink in a homogeneous isotropic soil from a ponded land surface, which is not flat but profiled. The aim of this shaping is ‘uniformisation’ of the velocity and travel time between this surface and a horizontal drain modelled by a line sink. The complex potential domain is a half-strip, which is mapped onto a reference plane. Either the velocity magnitude or a vertical coordinate along the land surface are control variables. Either a complexified velocity or complex physical coordinate is reconstructed by solving mixed boundary-value problems with the help of the Keldysh-Sedov formula via singular integrals, the kernel of which are the control functions. The flow nets, isotachs and breakthrough curves are found by computer algebra routines. A designed soil hump above the drain ameliorates an unwanted ‘preferential flow’ (shortcut) and improves leaching of salinised soil of a cropfield during a pre-cultivation season.
求解了两个边值问题,即潜在的稳态二维达西渗流从非平坦但有轮廓的有积水的地表向均匀各向同性土壤中的线汇流动。这种成形的目的是使该表面和由线槽建模的水平排水沟之间的速度和行进时间“均匀化”。复势域是一个半条带,它被映射到一个参考平面上。速度大小或沿陆地表面的垂直坐标都是控制变量。在Keldysh-Sedov公式的帮助下,通过奇异积分(其核心是控制函数)求解混合边值问题,重建了复速度或复物理坐标。流网、等渗线和穿透曲线是通过计算机代数程序找到的。排水沟上方设计的土壤隆起改善了不必要的“优先流”(捷径),并改善了种植前季节农田盐碱土壤的浸出。
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引用次数: 3
Resilient tracking consensus over dynamic random graphs: A linear system approach 动态随机图上的弹性跟踪一致性:一种线性系统方法
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-07-12 DOI: 10.1017/s0956792522000225
Y. Shang
Cooperative coordination in multi-agent systems has been a topic of interest in networked control theory in recent years. In contrast to cooperative agents, Byzantine agents in a network are capable to manipulate their data arbitrarily and send bad messages to neighbors, causing serious network security issues. This paper is concerned with resilient tracking consensus over a time-varying random directed graph, which consists of cooperative agents, Byzantine agents and a single leader. The objective of resilient tracking consensus is the convergence of cooperative agents to the leader in the presence of those deleterious Byzantine agents. We assume that the number and identity of the Byzantine agents are not known to cooperative agents, and the communication edges in the graph are dynamically randomly evolving. Based upon linear system analysis and a martingale convergence theorem, we design a linear discrete-time protocol to ensure tracking consensus almost surely in a purely distributed manner. Some numerical examples are provided to verify our theoretical results.
多智能体系统的协同协调是近年来网络控制理论研究的热点。与合作代理相比,网络中的拜占庭代理能够任意操纵其数据,并向邻居发送坏消息,从而导致严重的网络安全问题。本文研究时变随机有向图上的弹性跟踪一致性问题,该图由合作代理、拜占庭代理和单个领导者组成。弹性跟踪共识的目标是在存在有害拜占庭代理的情况下,将合作代理聚合为领导者。我们假设拜占庭代理的数量和身份对于合作代理来说是未知的,并且图中的通信边缘是动态随机演化的。基于线性系统分析和鞅收敛定理,我们设计了一个线性离散时间协议,以确保在纯分布式方式下几乎肯定的跟踪一致性。通过数值算例验证了我们的理论结果。
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引用次数: 8
Fluctuation response patterns of network dynamics – An introduction 网络动力学的波动响应模式——导论
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-07-11 DOI: 10.1017/S0956792522000201
Xiaozhu Zhang, M. Timme
Networked dynamical systems, i.e., systems of dynamical units coupled via nontrivial interaction topologies, constitute models of broad classes of complex systems, ranging from gene regulatory and metabolic circuits in our cells to pandemics spreading across continents. Most of such systems are driven by irregular and distributed fluctuating input signals from the environment. Yet how networked dynamical systems collectively respond to such fluctuations depends on the location and type of driving signal, the interaction topology and several other factors and remains largely unknown to date. As a key example, modern electric power grids are undergoing a rapid and systematic transformation towards more sustainable systems, signified by high penetrations of renewable energy sources. These in turn introduce significant fluctuations in power input and thereby pose immediate challenges to the stable operation of power grid systems. How power grid systems dynamically respond to fluctuating power feed-in as well as other temporal changes is critical for ensuring a reliable operation of power grids yet not well understood. In this work, we systematically introduce a linear response theory (LRT) for fluctuation-driven networked dynamical systems. The derivations presented not only provide approximate analytical descriptions of the dynamical responses of networks, but more importantly, also allow to extract key qualitative features about spatio-temporally distributed response patterns. Specifically, we provide a general formulation of a LRT for perturbed networked dynamical systems, explicate how dynamic network response patterns arise from the solution of the linearised response dynamics, and emphasise the role of LRT in predicting and comprehending power grid responses on different temporal and spatial scales and to various types of disturbances. Understanding such patterns from a general, mathematical perspective enables to estimate network responses quickly and intuitively, and to develop guiding principles for, e.g., power grid operation, control and design.
网络化动力系统,即通过非平凡的相互作用拓扑耦合的动力单元系统,构成了一系列复杂系统的模型,从我们细胞中的基因调控和代谢回路到跨大陆传播的流行病。大多数这样的系统是由来自环境的不规则和分布的波动输入信号驱动的。然而,网络动力学系统如何共同应对这种波动取决于驱动信号的位置和类型、交互拓扑结构和其他几个因素,迄今为止在很大程度上仍是未知的。作为一个关键的例子,现代电网正在向更可持续的系统进行快速而系统的转型,可再生能源的渗透率很高。这些反过来又引入了电力输入的显著波动,从而对电网系统的稳定运行构成了直接挑战。电网系统如何动态响应波动的电力馈入以及其他时间变化,对于确保电网的可靠运行至关重要,但尚不清楚。在这项工作中,我们系统地介绍了波动驱动的网络动力学系统的线性响应理论。所提出的推导不仅提供了网络动态响应的近似分析描述,更重要的是,还可以提取时空分布响应模式的关键定性特征。具体而言,我们提供了扰动网络动力系统的LRT的一般公式,解释了动态网络响应模式是如何从线性化响应动力学的解中产生的,并强调了LRT在预测和理解不同时间和空间尺度上的电网响应以及对各种类型扰动的响应中的作用。从一般的数学角度理解这些模式可以快速直观地估计网络响应,并为电网运行、控制和设计等制定指导原则。
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引用次数: 0
Integration of the modified double layer potential of the vector boundary element method for eddy current problems 涡电流问题的修正双层势矢量边界元积分法
IF 1.9 4区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2022-06-16 DOI: 10.1017/s0956792522000183
S. Sivak, I. Stupakov, M. Royak, S. Royak
The boundary element method for the eddy current problem (BEM-ECP) was proposed in a number of papers and is applicable to important tasks such as the problem of inductive heating and transmission of electromagnetic energy. BEM-ECP requires the construction of a system of linear algebraic equations in which the matrix is inherently dense and is constructed out of element matrices. For the process of the element matrix computation, two cases are normally considered: far-field interaction and near-field interaction, because the construction of element matrices requires integration of a singular function. In this article, we suggest a transform that allows computing the matrix components of the near-singular interaction part while implementing only the single and double layer potentials. The previously suggested modified double layer potential (MDLP) can be integrated by means of this transform, which simplifies the program implementation of BEM-ECP significantly. Solving model problems, we analyse the drawbacks of the previously suggested approach. This analysis includes the proof of the MDLP singularity that makes the integration of this potential a rather difficult task without the help of our transform. The previously suggested approach does not work well with surfaces that are not smooth. Our approach does consider such cases, which is its main advantage. We demonstrate this on the model problems with known analytical solutions.
涡电流问题的边界元法(BEM-ECP)已在多篇论文中提出,适用于感应加热和电磁能传输等重要任务。BEM-ECP需要构造一个线性代数方程组,其中矩阵本质上是稠密的,并且由元素矩阵构造而成。对于元素矩阵的计算过程,通常考虑两种情况:远场相互作用和近场相互作用,因为元素矩阵的构造需要奇异函数的积分。在本文中,我们提出了一种变换,该变换允许计算近奇异相互作用部分的矩阵分量,同时仅实现单层和双层势。通过这种变换,可以将先前提出的改进的双层势(MDLP)集成在一起,大大简化了BEM-ECP的程序实现。在解决模型问题时,我们分析了先前提出的方法的缺点。该分析包括MDLP奇异性的证明,这使得在没有我们的变换帮助的情况下,该势能的积分成为一项相当困难的任务。以前建议的方法不能很好地处理不平滑的曲面。我们的方法确实考虑了这种情况,这是它的主要优势。我们在具有已知解析解的模型问题上证明了这一点。
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引用次数: 0
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European Journal of Applied Mathematics
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