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Dynamics of a Leslie–Gower type predator–prey system with herd behavior and constant harvesting in prey 莱斯利-高尔型捕食者-猎物系统的动态变化与群居行为和猎物的不断捕获
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-28 DOI: 10.1016/j.matcom.2024.09.026
Yong Yao
In this paper, the dynamics of a Leslie–Gower type predator–prey system with herd behavior and constant harvesting in prey are investigated. Earlier work has shown that the herd behavior in prey merely induces a supercritical Hopf bifurcation in the classic Leslie–Gower predator–prey system in the absence of harvesting. However, the work in this paper shows that the presence of herd behavior and constant harvesting in prey can give rise to numerous kinds of bifurcation at the non-hyperbolic equilibria in the classic Leslie–Gower predator–prey system such as two saddle–node bifurcations and one Bogdanov–Takens bifurcation of codimension two at the degenerate equilibria and one degenerate Hopf bifurcation of codimension three at the weak focus. Some numerical simulations are also provided to verify the theoretical results and evaluate their biological implications such as the changes of phase diagram near the degenerate equilibrium due to the Bogdanov–Takens bifurcation and the coexistence of multiple limit cycles arising from the degenerate Hopf bifurcation. Hence, the research results reveal that the herd behavior and constant harvesting in prey have a strong influence on the dynamics and also contribute to promoting the ecological diversity and maintaining the long-term economic benefits.
本文研究了一个莱斯利-高尔(Leslie-Gower)型捕食者-猎物系统的动力学,该系统具有捕食者的羊群行为和持续捕食。早先的研究表明,在没有收获的情况下,猎物中的羊群行为只是诱发了经典的莱斯利-高尔捕食者-猎物系统的超临界霍普夫分岔。然而,本文的研究表明,在经典的莱斯利-高尔捕食者-猎物系统中,猎物的羊群行为和恒定收割的存在会在非双曲平衡点处引起多种分岔,如在退化平衡点处的两个鞍节点分岔和一个标度为二的波格丹诺夫-塔肯斯分岔,以及在弱焦点处的一个标度为三的退化霍普夫分岔。此外,还提供了一些数值模拟,以验证理论结果并评估其生物学意义,例如博格达诺夫-塔肯斯分岔引起的退化平衡附近相图的变化,以及退化霍普夫分岔引起的多个极限循环的共存。因此,研究结果表明,猎物的成群行为和持续采食对动力学有很大影响,也有助于促进生态多样性和保持长期经济效益。
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引用次数: 0
Two-phase time minimization transportation problem with the restricted flow 限制流量的两阶段时间最小化运输问题
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-27 DOI: 10.1016/j.matcom.2024.09.030
Supinder Kaur , Kalpana Dahiya , Anuj Sharma
Motivated by the hierarchical structure within transportation systems, this paper explores a two-phase time minimization transportation problem with restricted flow (2pTPF). In this problem, the transportation of products occurs in two distinct phases due to the partition of source–destination links into two separate levels: Level-1 and Level-2 links, with a specified amount of commodity being transported in each phase. For the transportation of a specific quantity of goods during the first phase, only Level-1 links are utilized. Following this, during the second phase of transportation, only Level-2 links are utilized. Transportation is carried out concurrently via numerous source–destination links relevant to each phase. This paper proposes an iterative algorithm (Algorithm-TPF) to find an optimal solution for a two-phase time minimization transportation problem that minimizes the sum of Phase-1 and Phase-2 transportation times. The proposed algorithm solves a solid time minimization transportation problemits restricted version at each iteration. Various theoretical results are proven to support the convergence of the algorithm. Numerical examples of various sizes are provided to support the theoretical results. Computational experiments conducted on randomly generated instances demonstrate the algorithm’s efficiency and convergence. The proposed algorithm offers an alternative method for solving two-phase time minimization transportation problems.
受运输系统内部分层结构的启发,本文探讨了限制流量的两阶段时间最小化运输问题(2p-TPF)。在这个问题中,由于源-目的链路被划分为两个不同的层次,产品的运输被分为两个不同的阶段:第 1 层和第 2 层链路,每个阶段运输指定数量的商品。在第一阶段运输特定数量的商品时,只使用一级链接。之后,在第二阶段的运输中,只使用二级链接。运输是通过与每个阶段相关的众多源-目的链路同时进行的。本文提出了一种迭代算法(Algorithm-TPF),用于寻找两阶段时间最小化运输问题的最优解,使第一阶段和第二阶段运输时间之和最小化。所提出的算法每次迭代都会求解一个固态时间最小化运输问题∖其限制版本。各种理论结果证明了算法的收敛性。提供了各种规模的数值示例来支持理论结果。在随机生成的实例上进行的计算实验证明了算法的效率和收敛性。所提出的算法为解决两阶段时间最小化运输问题提供了另一种方法。
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引用次数: 0
Greedy trial subspace selection in meshfree time-stepping scheme with applications in coupled bulk-surface pattern formations 无网格时间步进方案中的贪婪试验子空间选择及其在体表耦合模式形成中的应用
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-26 DOI: 10.1016/j.matcom.2024.09.018
Yichen Su, Leevan Ling
Combining kernel-based collocation methods with time-stepping methods to solve parabolic partial differential equations can potentially introduce challenges in balancing temporal and spatial discretization errors. Typically, using kernels with high orders of smoothness on some sufficiently dense set of trial centers provides high spatial approximation accuracy that can exceed the accuracy of finite difference methods in time. The paper proposes a greedy approach for selecting trial subspaces in the kernel-based collocation method applied to time-stepping to balance errors in both well-conditioned and ill-conditioned scenarios. The approach involves selecting trial centers using a fast block-greedy algorithm with new stopping criteria that aim to balance temporal and spatial errors. Numerical simulations of coupled bulk-surface pattern formations, a system involving two functions in the domain and two on the boundary, illustrate the effectiveness of the proposed method in reducing trial space dimensions while maintaining accuracy.
将基于核的配准方法与时间步进方法相结合来求解抛物线偏微分方程,可能会在平衡时间和空间离散化误差方面带来挑战。通常情况下,在一些足够密集的试验中心集上使用具有高阶平滑度的核,可以提供很高的空间逼近精度,在时间上可以超过有限差分法的精度。本文提出了一种在基于核的配准方法中选择试验子空间的贪婪方法,该方法应用于时间步进,以平衡有条件和无条件情况下的误差。该方法包括使用快速分块贪婪算法选择试验中心,并采用旨在平衡时间和空间误差的新停止准则。该系统涉及域中的两个函数和边界上的两个函数,对体表耦合模式形成进行的数值模拟说明了所提方法在保持精度的同时减少试验空间维数的有效性。
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引用次数: 0
Ensemble feature selection via CoCoSo method extended to interval-valued intuitionistic fuzzy environment 扩展至区间值直观模糊环境的 CoCoSo 方法集合特征选择
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-26 DOI: 10.1016/j.matcom.2024.09.023
K. Janani , S.S. Mohanrasu , Ardak Kashkynbayev , R. Rakkiyappan
Feature selection is a crucial step in the process of preparing and refining data. By identifying and retaining only the most informative and discriminative features, one can achieve several benefits, including faster training times, reduced risk of overfitting, improved model generalization, and enhanced interpretability. Ensemble feature selection has demonstrated its efficacy in improving the stability and generalization performance of models and is particularly valuable in high-dimensional datasets and complex machine learning tasks, contributing to the creation of more accurate and robust predictive models. This article presents an innovative ensemble feature selection technique through the development of a unique Multi-criteria decision making (MCDM) model, incorporating both rank aggregation principles and a filter-based algorithm. The proposed MCDM model combines the Combined Compromise Solution (CoCoSo) method and the Archimedean operator within interval-valued intuitionistic fuzzy environments, effectively addressing the challenges of vagueness and imprecision in datasets. A customizable feature selection model is introduced, allowing users to define the number of features, employing a sigmoidal function with a tuning parameter for fuzzification. The assignment of entropy weights in the Interval-valued intuitionistic fuzzy set (IVIFS) environment provides priorities to each column. The method’s effectiveness is assessed on real-world datasets, comparing it with existing approaches and validated through statistical tests such as the Friedman test and post-hoc Conover test, emphasizing its significance in comparison to current methodologies. Based on the results obtained, we inferred that our structured approach to ensemble feature selection, utilizing a specific case of the Archimedean operator, demonstrated superior performance across the datasets. This more generalized methodology enhances the robustness and effectiveness of feature selection by leveraging the strengths of the Archimedean operator, resulting in improved data analysis and model accuracy.
特征选择是准备和完善数据过程中的关键一步。通过只识别和保留信息量最大、区分度最高的特征,可以获得多种益处,包括缩短训练时间、降低过拟合风险、提高模型泛化能力和增强可解释性。集合特征选择在提高模型的稳定性和泛化性能方面已经证明了它的功效,在高维数据集和复杂的机器学习任务中尤其有价值,有助于创建更准确、更稳健的预测模型。本文通过开发一种独特的多标准决策(MCDM)模型,结合等级聚合原理和基于过滤器的算法,提出了一种创新的集合特征选择技术。所提出的 MCDM 模型在区间值直观模糊环境中结合了组合折中方案(CoCoSo)方法和阿基米德算子,有效地解决了数据集模糊性和不精确性的难题。该方法引入了一个可定制的特征选择模型,允许用户定义特征的数量,并采用一个带有调整参数的西格玛函数进行模糊化。在区间值直观模糊集(IVIFS)环境中分配熵权,为每一列提供优先级。我们在现实世界的数据集上评估了该方法的有效性,将其与现有方法进行了比较,并通过弗里德曼检验和事后 Conover 检验等统计检验进行了验证,强调了该方法与现有方法相比的重要性。根据所获得的结果,我们推断,我们的结构化集合特征选择方法利用了阿基米德算子的特定情况,在所有数据集上都表现出了卓越的性能。这种更具通用性的方法利用阿基米德算子的优势,提高了特征选择的稳健性和有效性,从而改进了数据分析和模型准确性。
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引用次数: 0
Global well-posedness and dynamics of spatial diffusion HIV model with CTLs response and chemotaxis 具有 CTLs 反应和趋化作用的空间扩散艾滋病毒模型的全局拟合性和动态性
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-26 DOI: 10.1016/j.matcom.2024.09.020
Peng Wu
In this paper, we study the global well-posedness and global dynamics of a reaction–diffusion HIV infection model with the chemotactic movement of CTLs (Cytotoxic T lymphocytes). We first show the global existence and uniform boundedness for solutions of the system with general functional incidences. Then, for the model with bilinear incidence rate, we discuss the existence conditions of the three equilibria (infection-free, chemokines-extinct, chemokines-acute equilibria) of the model and obtain the conclusion of the local asymptotic stability of these equilibria by analyzing the linearized system at these equilibria. Moreover, by constructing reasonable Lyapunov functionals, we investigate the global stability and attractivity of the equilibria. Applying the LpLq estimate, Young’s inequality, Gagiardo-Nirenberg inequality and the parabolic regularity theorem, we also discuss the convergence rates of the equilibria. Finally, some numerical simulations are conducted to verify the theoretical results.
在本文中,我们研究了带有 CTL(细胞毒性 T 淋巴细胞)趋化运动的反应扩散型 HIV 感染模型的全局拟合性和全局动力学。我们首先证明了具有一般函数发生率的系统解的全局存在性和均匀有界性。然后,对于具有双线性发病率的模型,我们讨论了模型的三个平衡点(无感染平衡点、趋化因子-灭绝平衡点、趋化因子-急性平衡点)的存在条件,并通过分析这些平衡点处的线性化系统,得出了这些平衡点的局部渐近稳定性结论。此外,通过构建合理的 Lyapunov 函数,我们还研究了均衡点的全局稳定性和吸引力。应用 Lp-Lq 估计、Young 不等式、Gagiardo-Nirenberg 不等式和抛物线正则定理,我们还讨论了均衡点的收敛率。最后,我们进行了一些数值模拟来验证理论结果。
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引用次数: 0
Adaptive refinement in incompressible fluid flow simulation based on THB-splines-powered isogeometric analysis 基于 THB-样条线等距分析的不可压缩流体流动模拟中的自适应细化技术
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-25 DOI: 10.1016/j.matcom.2024.09.016
Bohumír Bastl, Kristýna Slabá
In this paper, we deal with adaptive refinement in numerical simulation of incompressible flow solved by isogeometric analysis. We study various error estimators and compare them with respect to convergence to the exact solution. Further, we propose a new class of error estimators based on stabilization methods for numerical solving of incompressible flow and we show that they provide viable option to standard error estimators. Moreover, we comment on different choices of marking strategies and their suitability to the case of incompressible flow and provide comparison of error estimators also with respect to selected marking strategies and selected representative pairs of discretization spaces in isogeometric analysis.
在本文中,我们讨论了等几何分析法求解的不可压缩流动数值模拟中的自适应细化问题。我们研究了各种误差估计器,并比较了它们对精确解的收敛性。此外,我们还提出了一类基于稳定方法的新误差估计器,用于不可压缩流的数值求解,并证明它们为标准误差估计器提供了可行的选择。此外,我们还对标记策略的不同选择及其对不可压缩流的适用性进行了评论,并就等几何分析中选定的标记策略和选定的代表性离散空间对误差估计器进行了比较。
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引用次数: 0
Two linear energy stable lumped mass finite element schemes for the viscous Cahn–Hilliard equation on curved surfaces in 3D 三维曲面上粘性卡恩-希利亚德方程的两种线性能量稳定质量块有限元方案
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-24 DOI: 10.1016/j.matcom.2024.09.019
Longyuan Wu , Xufeng Xiao , Shuying Zhai
The evolution of a dynamic system on complex curved 3D surfaces is essential for the understanding of natural phenomena, the development of new materials, and engineering design optimization. In this work, we study the viscous Cahn–Hilliard equation on curved surfaces and develop two linear energy stable finite element schemes based on the lumped mass method. Two stabilizing terms are added to ensure both the unique solvability and unconditional energy stability. We prove rigorously that two schemes are unconditionally energy stable . Numerical experiments are presented to verify theoretical results and to show the robustness and accuracy of the proposed method.
复杂三维曲面上动态系统的演变对于理解自然现象、开发新材料和优化工程设计至关重要。在这项工作中,我们研究了曲面上的粘性 Cahn-Hilliard 方程,并开发了基于叠加质量法的两种线性能量稳定有限元方案。为了确保唯一可解性和无条件能量稳定性,我们添加了两个稳定项。我们严格证明了这两个方案是无条件能量稳定的。我们通过数值实验验证了理论结果,并展示了所提方法的稳健性和精确性。
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引用次数: 0
Rich dynamics of a reaction–diffusion Filippov Leslie–Gower predator–prey model with time delay and discontinuous harvesting 具有时间延迟和不连续收获的反应-扩散菲利波夫-莱斯利-高尔捕食者-猎物模型的丰富动力学特性
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-24 DOI: 10.1016/j.matcom.2024.09.022
Xubin Jiao , Li Liu , Xiao Yu
To reflect the harvesting effect, a nonsmooth Filippov Leslie–Gower predator–prey model is proposed. Unlike traditional Filippov models, the time delay and reaction–diffusion under the condition of homogeneous Neumann boundary are considered in our system. The stability of equilibrium and the existence of the spatial Hopf bifurcation of the subsystems at the positive equilibrium are investigated. Furthermore, a comprehensive analysis is conducted on the sliding mode dynamics as well as the regular, virtual, and pseudoequilibria. The findings reveal that our Filippov system exhibits either a globally asymptotically stable regular equilibrium, a globally asymptotically stable time periodic solution, or a globally asymptotically stable pseudoequilibrium, contingent upon the specific values of the time delay and threshold level. A boundary point bifurcation, which transform a stable equilibrium point or periodic solution into a stable pseudoequilibrium, is demonstrated to emphasize the impact of time delay on our Filippov system and the significance of threshold control. Meanwhile, two kinds of global sliding bifurcations are exhibited, which sequentially transform a stable periodic solutions below the threshold into a grazing, sliding switching, and crossing bifurcations, depending on changes in the time delay or threshold level. Our results indicate that bucking bifurcation and crossing bifurcation pose significant challenges to the control of our Filippov system.
为了反映收割效应,我们提出了一个非光滑的菲利波夫-莱斯利-高尔捕食者-猎物模型。与传统的菲利波夫模型不同,我们的系统考虑了同质新曼边界条件下的时间延迟和反应扩散。研究了正平衡时子系统的平衡稳定性和空间霍普夫分岔的存在性。此外,还对滑动模态动力学以及常规平衡、虚拟平衡和伪平衡进行了全面分析。研究结果表明,根据时间延迟和阈值的具体值,我们的菲利波夫系统要么表现出全局渐近稳定的正则平衡,要么表现出全局渐近稳定的时间周期解,要么表现出全局渐近稳定的伪平衡。边界点分岔将稳定的平衡点或周期解转化为稳定的伪平衡,它强调了时间延迟对菲利波夫系统的影响以及阈值控制的意义。同时,我们还展示了两种全局滑动分岔,它们会根据时间延迟或阈值水平的变化,依次将阈值以下的稳定周期解转化为放牧分岔、滑动切换分岔和交叉分岔。我们的研究结果表明,降压分岔和交叉分岔对菲利波夫系统的控制提出了重大挑战。
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引用次数: 0
Bifurcation analysis and exploration of noise-induced transitions of a food chain model with Allee effect 具有阿利效应的食物链模型的分岔分析和噪声诱导转换探索
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-20 DOI: 10.1016/j.matcom.2024.09.015
Sayan Mandal , Sudip Samanta , Pankaj Kumar Tiwari , Ranjit Kumar Upadhyay
Seeking shelter from threats is a widespread instinct across species, specially employed by prey to avoid direct confrontations with predators. The present investigation centers on a three-species food chain model wherein the basal prey, characterized by logistic growth, seeks refuge to evade the intermediate predator, while the intermediate predator, in turn, seeks refuge to avoid encounters with the top predator. Additionally, our model assumes that the presence of the top predator induces a mate-finding Allee effect among the intermediate predator. We investigate how varying levels of refuge, along with other critical parameters such as the reproduction rate of the basal prey and the natural mortality rate of the top predator, influence system’s dynamics within the biparametric planes. Our model displays multistability and undergoes transcritical, saddle–node, Bogdanov–Takens and cusp bifurcations across different parameters. Moreover, the external environmental noise can induce interesting dynamics in the predator–prey system, resulting in noise-induced frequent transitions between distinct interior attractors or from interior to axial attractors. This phenomenon is particularly notable in scenarios where the deterministic model exhibits tristability. In summary, our findings offer potential new avenues for developing control strategies within the realm of community ecology in constant as well as fluctuating environments.
躲避威胁是所有物种的普遍本能,是猎物避免与捕食者直接对抗的特殊手段。本研究的核心是一个三物种食物链模型,在该模型中,具有逻辑增长特征的基础猎物会寻求庇护以躲避中间捕食者,而中间捕食者也会寻求庇护以避免与顶级捕食者相遇。此外,我们的模型还假定顶级捕食者的存在会在中间捕食者中引起寻找配偶的阿利(Allee)效应。我们研究了在双参数平面内,不同水平的避难所以及其他关键参数(如基础猎物的繁殖率和顶级捕食者的自然死亡率)如何影响系统的动态。我们的模型具有多稳定性,在不同参数下会出现跨临界、鞍节点、波格丹诺夫-塔肯斯和尖顶分岔。此外,外部环境噪声会诱发捕食者-猎物系统中有趣的动态变化,导致噪声引起的不同内部吸引子之间或从内部吸引子到轴向吸引子之间的频繁转换。这种现象在确定性模型呈现三稳态的情况下尤为明显。总之,我们的发现为在恒定和波动环境中开发群落生态学领域的控制策略提供了潜在的新途径。
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引用次数: 0
Analysis of non-uniform grid-forming control techniques for the HVDC connection of renewable energy 可再生能源高压直流连接的非均匀成网控制技术分析
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-09-20 DOI: 10.1016/j.matcom.2024.09.014
Adrián Beneit-Barajas, Patricia Penades-Huesca, Jaime Martínez-Turégano
Grid-forming control techniques are required to achieve a high penetration of power electronics-based renewable energy sources for decarbonized electric systems. However, different grid-forming control strategies can operate in the same grid, and grid stability shall be warranted. This paper analyses the use of different grid-forming control strategies for diode rectifier-based wind power plants. The analysed grid-forming controllers are the well-known droop control, an advanced droop control, and the virtual synchronous machine control. The controllers’ analysis validates the three grid-forming controllers’ interoperability, identifying each control parameter’s contribution to the stability of each system state variable. Furthermore, the analysis allows a better tuning of the control parameters. Additionally, a fault-ride-through strategy that improves the system restoration after faults is proposed and validated. The proposed fault-ride-through strategy achieves a soft restoration of the active power.
要实现基于电力电子技术的可再生能源的高渗透率,实现电力系统的去碳化,就必须采用电网形成控制技术。然而,不同的电网形成控制策略可以在同一电网中运行,电网稳定性应得到保证。本文分析了基于二极管整流器的风力发电厂使用不同并网控制策略的情况。所分析的电网形成控制器包括众所周知的下垂控制、高级下垂控制和虚拟同步机控制。控制器分析验证了三种电网形成控制器的互操作性,确定了每个控制参数对每个系统状态变量稳定性的贡献。此外,分析还能更好地调整控制参数。此外,还提出并验证了一种故障穿越策略,可改善故障后的系统恢复。所提出的故障穿越策略实现了有功功率的软恢复。
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引用次数: 0
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