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A novel semi-implicit finite difference approach for the Sobolev equation with generalized Burgers-type nonlinear term 具有广义burgers型非线性项的Sobolev方程的半隐式有限差分新方法
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-31 DOI: 10.1016/j.matcom.2025.12.024
Kexin Li , Hao Zhang , Omid Nikan , Wenlin Qiu
This paper investigates the approximate solution of the Sobolev equation with generalized Burgers-type nonlinear term. For this purpose, a backward Euler (BE) semi-implicit difference approach is proposed, whose primary advantage is that, unlike general implicit finite difference (FD) schemes, it circumvents the necessity of iterative methods in computation and greatly reduces computing costs. A rigorous numerical analysis of the proposed strategy is then conducted based on the energy method. Specifically, the existence, uniqueness, and boundedness of the approximate solution are established via the Leray–Schauder theorem and discrete Sobolev’s inequality. Furthermore, the convergence and perturbation stability of the proposed strategy are derived using the discrete Gronwall inequality. Finally, the theoretical findings are corroborated through several numerical examples.
研究了一类具有广义burgers型非线性项的Sobolev方程的近似解。为此,提出了一种后向欧拉(BE)半隐式差分方法,其主要优点是与一般隐式有限差分(FD)格式不同,它在计算中避免了迭代方法的必要性,大大降低了计算成本。然后基于能量法对所提出的策略进行了严格的数值分析。具体地说,利用Leray-Schauder定理和离散Sobolev不等式建立了近似解的存在性、唯一性和有界性。利用离散Gronwall不等式推导了该策略的收敛性和摄动稳定性。最后,通过数值算例对理论结果进行了验证。
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引用次数: 0
Optimal convergence analysis of arbitrary Lagrangian–Eulerian finite element methods in energy norm for Poisson–Nernst–Planck moving boundary problems 泊松-能思-普朗克移动边界问题能量范数下任意拉格朗日-欧拉有限元方法的最优收敛性分析
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-31 DOI: 10.1016/j.matcom.2025.12.020
Xiaomeng Lin , Mingyan He , Pengtao Sun
In this paper, an arbitrary Lagrangian–Eulerian (ALE)-based finite element method (FEM) is developed and analyzed for a class of Poisson–Nernst–Planck (PNP) moving boundary problems, where the optimal convergence rate in energy norm and suboptimal convergence rate in L2 norm are obtained for a fully discrete, linearized, ALE-based finite element scheme. One key analytical technique is the introduction of a novel H1-projection that is associated with a coupling between the electric potential and ionic concentrations over a moving/deforming domain. Numerical experiments are carried out to validate all derived theoretical results. As a starting point, the developed ALE-finite element scheme and its analytical techniques can be extended to moving interface problems of PNP system and more beyond, of PNP–Navier–Stokes coupling system occurring in ion channels and their surrounding cellular environment that will be studied in our future work.
本文针对一类泊松-能-普朗克(PNP)移动边界问题,建立并分析了基于任意拉格朗日-欧拉(ALE)的有限元方法,得到了基于任意拉格朗日-欧拉(ALE)的完全离散线性化有限元格式在能量范数上的最优收敛率和L2范数上的次优收敛率。一个关键的分析技术是引入一种新的h1 -投影,它与移动/变形区域上的电位和离子浓度之间的耦合有关。数值实验验证了所得理论结果。作为一个起点,开发的ale -有限元方案及其分析技术可以扩展到PNP系统的移动界面问题,以及离子通道及其周围细胞环境中发生的PNP - navier - stokes耦合系统的移动界面问题,这将在我们未来的工作中进行研究。
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引用次数: 0
Complex bifurcations and new types of structure uncovered in the Qi system 气系统中发现的复杂分支和新型结构
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-31 DOI: 10.1016/j.matcom.2025.12.013
Enrui Zhang, Xianyi Li
In this paper, we revisit the Qi system and reveal its previously undiscovered complex dynamical characteristics. We first rigorously characterize the precise distribution of its equilibria in its total parameter space, then completely analyze the stability of all of its equilibria. Next, what is more important, we investigate its bifurcation problems concerning both the quantity of equilibria and stability boundaries, further analyzing codimension-two bifurcations between subcritical and supercritical pitchfork bifurcations, as well as codimension-three Hopf bifurcations. Finally, through numerical encoding of system trajectory, we generate biparametric sweep that unveils several remarkable phenomena deserving deeper exploration, where, most significantly, we first in the Qi system discover intriguing and new structures: self-similar UII-shaped structure and shrimp-shaped structure.
在本文中,我们重新审视气系统并揭示其以前未被发现的复杂动力学特性。我们首先严格地刻画了其平衡点在其总参数空间中的精确分布,然后完整地分析了其所有平衡点的稳定性。其次,我们研究了平衡边界和稳定边界的分岔问题,进一步分析了亚临界和超临界pitchfork分岔之间的协维二分岔,以及协维三Hopf分岔。最后,通过系统轨迹的数值编码,我们生成了双参数扫描,揭示了几个值得深入探索的显著现象,其中,最重要的是,我们首先在Qi系统中发现了有趣的新结构:自相似的ui形结构和虾形结构。
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引用次数: 0
Algorithms for American XVA and free boundary calculations with stochastic counterparty default intensity 美国XVA算法及随机交易对手违约强度下的自由边界计算
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-29 DOI: 10.1016/j.matcom.2025.12.018
Yuwei Chen, Christina C. Christara
Credit and total valuation adjustments (CVA and XVA) are significant in equity markets, as parts of the risk management under Basel III framework. In addition, path-dependent derivatives, such as American-type ones, are heavily traded in markets. Therefore, it is important to accurately and efficiently compute valuation adjustments for American-type derivatives. In this paper, we derive a two-dimensional (2D) in space partial differential equation (PDE) for pricing American-type derivatives including the XVA, assuming the counterparty default risk follows a mean reversion stochastic process, while the self-party has constant default risk. We reformulate the time-dependent, 2D nonlinear PDE into penalty form, which includes two nonlinear source terms. We employ the double-penalty iteration for the 2D PDE to resolve the two nonlinear terms, while we use a finite difference scheme for the spatial discretization, and Crank–Nicolson-Rannacher timestepping. We introduce algorithms for the accurate calculation of the free boundary. We also formulate an asymptotic approximation technique, similar to the one developed for the European case problem, but adjusted for the American put option problem. A key step is to derive the asymptotic approximation to the free boundary for the American put option. We present numerical experiments in order to study the accuracy and effectiveness of the 2D PDE and asymptotic approximations.
作为巴塞尔协议III框架下风险管理的一部分,信贷和总估值调整(CVA和XVA)在股票市场中具有重要意义。此外,依赖路径的衍生品,如美国式衍生品,在市场上大量交易。因此,准确、高效地计算美式衍生品的估值调整是非常重要的。本文在假设交易对手违约风险服从均值回归随机过程,而自身违约风险为常数的情况下,导出了包含XVA在内的美式衍生品定价的二维空间偏微分方程(PDE)。我们将时间相关的二维非线性偏微分方程重新表述为包含两个非线性源项的惩罚形式。我们对二维偏微分方程采用双罚迭代来解决两个非线性项,而我们使用有限差分格式进行空间离散,并使用Crank-Nicolson-Rannacher时间步进。我们介绍了精确计算自由边界的算法。我们还制定了一种渐进逼近技术,类似于为欧洲案例问题开发的技术,但针对美国看跌期权问题进行了调整。关键的一步是推导美式看跌期权自由边界的渐近逼近。为了研究二维偏微分方程和渐近逼近的准确性和有效性,我们进行了数值实验。
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引用次数: 0
High-order hybrid computational method with adaptive mesh strategies for time-fractional nonlinear reaction–diffusion problems featuring weak singularity 弱奇点非线性反应扩散问题的高阶混合计算方法
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.matcom.2025.12.017
Anshima Singh
<div><div>This research focuses on developing a hybrid computational approach that leverages high-order finite difference techniques and non-polynomial spline methods to address time-fractional nonlinear reaction–diffusion equations with bounded and unbounded temporal derivatives at time <span><math><mrow><mi>t</mi><mo>=</mo><mn>0</mn></mrow></math></span>. In particular, we study the application of the Fitzhugh–Nagumo model in analyzing the behavior of electrical impulses, as well as the generalized Fisher’s reaction–diffusion equation in modeling abnormal diffusion in biological tissues. The temporal fractional operator is approximated through a high-order scheme constructed using various interpolation approaches including linear, quadratic, and cubic interpolation, achieving <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msubsup><mrow><mi>N</mi></mrow><mrow><mi>τ</mi></mrow><mrow><mo>−</mo><mrow><mo>(</mo><mn>4</mn><mo>−</mo><mi>α</mi><mo>)</mo></mrow></mrow></msubsup><mo>)</mo></mrow></mrow></math></span> precision on appropriately selected nonuniform meshes and <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msubsup><mrow><mi>N</mi></mrow><mrow><mi>τ</mi></mrow><mrow><mo>−</mo><mi>α</mi></mrow></msubsup><mo>)</mo></mrow></mrow></math></span> precision on uniformly spaced meshes, where <span><math><mi>α</mi></math></span> is the order of the time-fractional derivative and <span><math><msub><mrow><mi>N</mi></mrow><mrow><mi>τ</mi></mrow></msub></math></span> denotes the number of temporal discretization points. Further, we utilize a high precision stable parametric quintic spline (PQS) for spatial discretization. The obtained nonlinear equation system is resolved through an iterative computational algorithm. The stability analysis of the fully discrete scheme is conducted on uniform distributed meshes through Fourier analysis techniques. We also prove the convergence of the proposed method for the solution with bounded and unbounded temporal derivative in the <span><math><msub><mrow><mi>L</mi></mrow><mrow><mn>2</mn></mrow></msub></math></span>-norm using the Fourier analysis method on uniformly distributed mesh. The convergence order is found to be <span><math><mrow><mo>(</mo><mn>4</mn><mo>−</mo><mi>α</mi><mo>)</mo></mrow></math></span> in the time direction and 4.5 in the space direction for bounded temporal derivative. Moreover, for the solutions with unbounded temporal derivatives, the accuracy achieves <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msubsup><mrow><mi>N</mi></mrow><mrow><mi>τ</mi></mrow><mrow><mo>−</mo><mi>α</mi></mrow></msubsup><mo>+</mo><msup><mrow><mi>h</mi></mrow><mrow><mn>4</mn><mo>.</mo><mn>5</mn></mrow></msup><mo>)</mo></mrow></mrow></math></span> theoretically on uniform mesh, which numerically delivers superior temporal accuracy of <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msubsup><mrow><mi>N</mi></mrow><mrow><mi>τ</mi></mrow><mrow><mo>−</mo><mrow><mo>(</mo><mn>4</mn><mo>−</mo><mi>α</mi><mo>)</mo></mrow></mrow></msubsup>
本研究的重点是开发一种混合计算方法,该方法利用高阶有限差分技术和非多项式样条方法来求解时间分数阶非线性反应扩散方程,该方程在时间t=0时具有有界和无界时间导数。特别地,我们研究了Fitzhugh-Nagumo模型在分析电脉冲行为中的应用,以及广义Fisher反应-扩散方程在模拟生物组织中异常扩散中的应用。时间分数算子通过使用各种插值方法(包括线性、二次和三次插值)构建的高阶格式进行近似,在适当选择的非均匀网格上实现O(Nτ−(4−α))精度,在均匀间隔网格上实现O(Nτ−α)精度,其中α是时间分数导数的阶数,Nτ表示时间离散点的个数。此外,我们利用高精度稳定参数五次样条(PQS)进行空间离散化。得到的非线性方程组通过迭代计算算法进行求解。利用傅里叶分析技术在均匀分布网格上对全离散格式进行了稳定性分析。在均匀分布网格上用傅里叶分析方法证明了所提方法在l2范数上具有有界和无界时间导数解的收敛性。对于有界时间导数,其收敛阶数在时间方向上为(4−α),在空间方向上为4.5。此外,对于具有无界时间导数的解,在均匀网格上的理论精度达到O(Nτ−α+h4.5),在非均匀网格分布上的数值精度达到O(Nτ−(4−α))。最后,对Fitzhugh-Nagumo反应扩散模型和广义Fisher反应扩散模型进行了数值实验。第一种情况处理具有有界时间导数的解决方案,而第二种情况检查具有无界时间导数的解决方案。
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The temporal fractional operator is approximated through a high-order scheme constructed using various interpolation approaches including linear, quadratic, and cubic interpolation, achieving &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mi&gt;O&lt;/mi&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;msubsup&gt;&lt;mrow&gt;&lt;mi&gt;N&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;τ&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mo&gt;−&lt;/mo&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;−&lt;/mo&gt;&lt;mi&gt;α&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;/mrow&gt;&lt;/msubsup&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt; precision on appropriately selected nonuniform meshes and &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mi&gt;O&lt;/mi&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;msubsup&gt;&lt;mrow&gt;&lt;mi&gt;N&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;τ&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mo&gt;−&lt;/mo&gt;&lt;mi&gt;α&lt;/mi&gt;&lt;/mrow&gt;&lt;/msubsup&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt; precision on uniformly spaced meshes, where &lt;span&gt;&lt;math&gt;&lt;mi&gt;α&lt;/mi&gt;&lt;/math&gt;&lt;/span&gt; is the order of the time-fractional derivative and &lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;N&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;τ&lt;/mi&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt; denotes the number of temporal discretization points. Further, we utilize a high precision stable parametric quintic spline (PQS) for spatial discretization. The obtained nonlinear equation system is resolved through an iterative computational algorithm. The stability analysis of the fully discrete scheme is conducted on uniform distributed meshes through Fourier analysis techniques. We also prove the convergence of the proposed method for the solution with bounded and unbounded temporal derivative in the &lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;L&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/math&gt;&lt;/span&gt;-norm using the Fourier analysis method on uniformly distributed mesh. The convergence order is found to be &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;−&lt;/mo&gt;&lt;mi&gt;α&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt; in the time direction and 4.5 in the space direction for bounded temporal derivative. Moreover, for the solutions with unbounded temporal derivatives, the accuracy achieves &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mi&gt;O&lt;/mi&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;msubsup&gt;&lt;mrow&gt;&lt;mi&gt;N&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;τ&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mo&gt;−&lt;/mo&gt;&lt;mi&gt;α&lt;/mi&gt;&lt;/mrow&gt;&lt;/msubsup&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;msup&gt;&lt;mrow&gt;&lt;mi&gt;h&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mn&gt;5&lt;/mn&gt;&lt;/mrow&gt;&lt;/msup&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt; theoretically on uniform mesh, which numerically delivers superior temporal accuracy of &lt;span&gt;&lt;math&gt;&lt;mrow&gt;&lt;mi&gt;O&lt;/mi&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;msubsup&gt;&lt;mrow&gt;&lt;mi&gt;N&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;τ&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mo&gt;−&lt;/mo&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;4&lt;/mn&gt;&lt;mo&gt;−&lt;/mo&gt;&lt;mi&gt;α&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;/mrow&gt;&lt;/msubsup&gt;","PeriodicalId":49856,"journal":{"name":"Mathematics and Computers in Simulation","volume":"244 ","pages":"Pages 90-113"},"PeriodicalIF":4.4,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145841720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multistability of equilibria for Clifford-valued Cohen–Grossberg neural networks with discontinuous activation functions and time delays 具有不连续激活函数和时滞的clifford -value Cohen-Grossberg神经网络平衡点的多重稳定性
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.matcom.2025.12.015
Qiuyan Yang , Yuanhua Qiao , Lijuan Duan , Jun Miao
In this paper, the multistability of Clifford-valued Cohen–Grossberg neural networks(CGNNs) model with time-varying delays and discontinuous activation function is investigated. Firstly, the existence of equilibrium points is explored, and it is found that there exist A(4KA+1)n equilibrium points by deriving some sufficient conditions and Intermediate Value Theorem, and then the positive invariant is given. Next, we investigate the local stability of those multiple equilibrium points (EPs), which shows that there are A(2KA+1)n locally asymptotically stable equilibrium points. Moreover, the attraction basins of the stable EPs in CGNNs are estimated and enlarged. Finally, a numerical example is provided to illustrate the effectiveness of the obtained results.
研究了具有时变时滞和不连续激活函数的clifford -value Cohen-Grossberg神经网络(cgnn)模型的多重稳定性问题。首先探讨了平衡点的存在性,通过推导出若干充分条件和中间值定理,发现了π (4KA+1)n个平衡点的存在性,并给出了正不变量;接下来,我们研究了这些多个平衡点(EPs)的局部稳定性,这表明存在∏A(2KA+1)n个局部渐近稳定平衡点。此外,对cgnn中稳定EPs的吸引盆地进行了估计和放大。最后,通过数值算例验证了所得结果的有效性。
{"title":"Multistability of equilibria for Clifford-valued Cohen–Grossberg neural networks with discontinuous activation functions and time delays","authors":"Qiuyan Yang ,&nbsp;Yuanhua Qiao ,&nbsp;Lijuan Duan ,&nbsp;Jun Miao","doi":"10.1016/j.matcom.2025.12.015","DOIUrl":"10.1016/j.matcom.2025.12.015","url":null,"abstract":"<div><div>In this paper, the multistability of Clifford-valued Cohen–Grossberg neural networks(CGNNs) model with time-varying delays and discontinuous activation function is investigated. Firstly, the existence of equilibrium points is explored, and it is found that there exist <span><math><msup><mrow><mfenced><mrow><msub><mrow><mo>∏</mo></mrow><mrow><mi>A</mi></mrow></msub><mrow><mo>(</mo><mn>4</mn><msub><mrow><mi>K</mi></mrow><mrow><mi>A</mi></mrow></msub><mo>+</mo><mn>1</mn><mo>)</mo></mrow></mrow></mfenced></mrow><mrow><mi>n</mi></mrow></msup></math></span> equilibrium points by deriving some sufficient conditions and Intermediate Value Theorem, and then the positive invariant is given. Next, we investigate the local stability of those multiple equilibrium points (EPs), which shows that there are <span><math><msup><mrow><mfenced><mrow><msub><mrow><mo>∏</mo></mrow><mrow><mi>A</mi></mrow></msub><mrow><mo>(</mo><mn>2</mn><msub><mrow><mi>K</mi></mrow><mrow><mi>A</mi></mrow></msub><mo>+</mo><mn>1</mn><mo>)</mo></mrow></mrow></mfenced></mrow><mrow><mi>n</mi></mrow></msup></math></span> locally asymptotically stable equilibrium points. Moreover, the attraction basins of the stable EPs in CGNNs are estimated and enlarged. Finally, a numerical example is provided to illustrate the effectiveness of the obtained results.</div></div>","PeriodicalId":49856,"journal":{"name":"Mathematics and Computers in Simulation","volume":"245 ","pages":"Pages 428-446"},"PeriodicalIF":4.4,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146189576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Localized complex dynamics in higher-order networks: Heterogeneous topological coupling and effective degree models 高阶网络中的局部复杂动力学:异构拓扑耦合和有效度模型
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.matcom.2025.12.016
Jiahui Song , Zaiwu Gong
Higher-order networks have become a vital tool for delineating multi-body interactions in complex systems, offering unique capabilities for modeling contagion dynamics. However, existing research largely focuses on higher-order structures between nodes, frequently neglecting the significant role of non-higher-order areas, or "gap regions" in spreading processes. To address this, we propose a new framework that partitions networks into distinct "higher-order interaction regions" and "gap regions", connected by "transition zones". This approach facilitates a principled distinction between emergent interactive structures and conventional network constructs based on intrinsic properties. We further introduce an innovative effective degree model to refine node classification based on regional contexts and local topology. Building on this, we establish a multi-layered contagion process where infection rates depend on both the scale of neighborhood infection and microscopic transmission rates via distinct pathways. To enhance tractability, a closure-based self-consistent method is developed to transform higher-order traits into feasible closed forms, allowing systematic tracking of complex dynamics. SIS rumor propagation simulations on synthetic and empirical networks, with seeds in various regions, show that the initial source profoundly impacts the process—specifically regarding prevalence, diffusion radius, and diameter. Notably, seeding in transition zones causes more explosive and widespread outbreaks. This study deepens our understanding of dynamic diversity in higher-order networks and offers quantitative tools for strategies in rumor control and epidemic warning.
高阶网络已经成为描述复杂系统中多体相互作用的重要工具,为传染动力学建模提供了独特的能力。然而,现有的研究大多集中在节点之间的高阶结构上,往往忽略了非高阶区域或“间隙区域”在传播过程中的重要作用。为了解决这个问题,我们提出了一个新的框架,将网络划分为不同的“高阶互动区域”和“间隙区域”,由“过渡区”连接。这种方法有助于在紧急交互结构和基于内在属性的传统网络结构之间进行原则性区分。我们进一步引入了一种创新的有效度模型来改进基于区域上下文和局部拓扑的节点分类。在此基础上,我们建立了一个多层传染过程,其中感染率取决于社区感染的规模和通过不同途径的微观传播率。为了提高可跟踪性,提出了一种基于封闭的自洽方法,将高阶特征转化为可行的封闭形式,从而实现对复杂动力学的系统跟踪。SIS在不同地区的合成和经验网络上的谣言传播模拟表明,初始来源对谣言传播过程产生了深远的影响,特别是在流行度、扩散半径和直径方面。值得注意的是,在过渡区播种会导致更具爆炸性和广泛性的疫情。本研究加深了我们对高阶网络动态多样性的理解,并为谣言控制和疫情预警策略提供了定量工具。
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引用次数: 0
Spatiotemporal dynamics and bifurcation analysis on network and non-network environments of a dangerous prey and predator model 危险猎物与捕食者模型网络与非网络环境的时空动态与分岔分析
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-23 DOI: 10.1016/j.matcom.2025.12.012
Masoom Bhargava, Balram Dubey
Predators in ecological systems frequently confront perilous prey, exposing themselves to the possibility of harm and jeopardizing their own life. Meanwhile, prey endeavour to maximize their reproductive success while minimizing the potential dangers. This work presents a 2D prey–predator model, considering predator interference, the negative impact of fear on prey reproduction, and the consequences of interactions with poisonous prey. The model demonstrates multistability and experiences a range of bifurcations, such as Hopf, transcritical, saddle node, Bogdanov–Takens, cusp, Bautin, and homoclinic bifurcations. The critical parameters might result in the extinction of predators if they suffer excessive losses from interactions with risky prey. It emphasizes the delicate balance that predators must maintain in order to survive. This study explores the expansion of spatial patterns in both network and non-network systems, comparing Turing pattern formation in network models with continuous media and various network topologies. It highlights how Turing patterns are influenced by predator loss, diffusion coefficients, and network topologies. Distinctive patterns, such as spots and stripes, form stably. The simulation shows how different network architectures specifically LA (Lattice), Barabási–Albert (BA), and Watts–Strogatz (WS) networks affect pattern stabilization time and node density distribution. These findings offer vital insights into understanding the complex nature of relationship among prey and predators in ecological systems.
生态系统中的捕食者经常面对危险的猎物,使自己暴露于伤害的可能性并危及自己的生命。与此同时,猎物努力使繁殖成功率最大化,同时将潜在的危险降到最低。这项工作提出了一个二维捕食者-捕食者模型,考虑了捕食者的干扰,恐惧对猎物繁殖的负面影响,以及与有毒猎物相互作用的后果。该模型具有多重稳定性,并具有Hopf分岔、跨临界分岔、鞍节点分岔、Bogdanov-Takens分岔、cusp分岔、Bautin分岔和同斜分岔等。如果捕食者在与危险猎物的相互作用中遭受过多的损失,这些关键参数可能导致它们灭绝。它强调了捕食者为了生存必须保持的微妙平衡。本研究探讨了网络和非网络系统中空间模式的扩展,比较了连续介质和不同网络拓扑下网络模型中的图灵模式形成。它强调了图灵模式如何受到捕食者损失、扩散系数和网络拓扑结构的影响。独特的图案,如斑点和条纹,形成稳定。仿真显示了不同的网络架构,特别是LA (Lattice)、Barabási-Albert (BA)和Watts-Strogatz (WS)网络如何影响模式稳定时间和节点密度分布。这些发现为理解生态系统中猎物和捕食者之间关系的复杂本质提供了重要的见解。
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引用次数: 0
A projected PRP conjugate gradient method for constrained multiobjective optimization with application to friction stir welding 一种约束多目标优化的投影PRP共轭梯度法及其在搅拌摩擦焊接中的应用
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-23 DOI: 10.1016/j.matcom.2025.12.014
Kaiping Liu , Jiawei Chen
Based on the projected combined search direction, a novel projected Polak–Ribière–Polyak (PRP) conjugate gradient method is presented for constrained multiobjective optimization problems. The search direction generated by the proposed method satisfies the sufficient descent condition by adopting the truncation technique, which overcomes the operational challenges caused by nonlinear projection operators. Moreover, we establish the convergence of the proposed method without any convex assumptions, and apply the proposed method to address the multiobjective optimization problem in the friction stir welding process. Finally, numerical experiments show that the proposed method is not only of higher performance but also more suitable for solving multimodal multiobjective optimization problems.
基于投影组合搜索方向,提出了一种求解约束多目标优化问题的投影polak - ribi - polyak (PRP)共轭梯度方法。该方法采用截断技术生成的搜索方向满足充分下降条件,克服了非线性投影算子带来的运算挑战。此外,在没有任何凸假设的情况下,建立了所提方法的收敛性,并将所提方法应用于搅拌摩擦焊接过程中的多目标优化问题。最后,数值实验表明,该方法不仅具有较高的性能,而且更适合求解多模态多目标优化问题。
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引用次数: 0
IMACS Calendar of Events IMACS事件日历
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-22 DOI: 10.1016/S0378-4754(25)00539-7
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引用次数: 0
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