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Improved Egret Swarm Optimization Algorithm with mixed multi-strategy for system evaluation 基于混合多策略的改进白鹭群优化算法用于系统评估
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-11-26 DOI: 10.1016/j.matcom.2025.11.025
Weishi Peng , Runze Wu , Yu Wang , Jingyi Wang
To address the inherent limitations of the conventional Egret Swarm Optimization Algorithm (ESOA), this study proposes an enhanced variant, namely the improved egret swarm optimization algorithm (IESOA), which integrates a hybrid multi-strategy framework. Initially, the piecewise chaotic mapping is employed for population initialization. This approach enables a more flexible distribution of egret individuals within the initial solution space, thereby enhancing population diversity and mitigating the risk of the algorithm converging to local optima. Subsequently, an adaptive T-distribution method is introduced to update the hunting positions of egret squads. This modification strengthens the algorithms capability to escape local optima and improves its global search performance. Furthermore, a sine–cosine strategy is incorporated to dynamically adjust the search direction and control step size variations during the optimization process, which significantly accelerates the convergence speed. Experimental results demonstrate that IESOA exhibits robust performance in escaping local optima, achieves rapid convergence, and maintains relatively high optimization accuracy.
针对传统白鹭群优化算法(Egret Swarm Optimization Algorithm, ESOA)的固有局限性,本文提出了一种改进的白鹭群优化算法(IESOA),该算法集成了一个混合多策略框架。最初,采用分段混沌映射进行种群初始化。该方法使白鹭个体在初始解空间内的分布更加灵活,从而增强了种群多样性,降低了算法收敛到局部最优的风险。随后,引入自适应t分布方法更新白鹭分队的狩猎位置。这种改进增强了算法逃避局部最优的能力,提高了算法的全局搜索性能。在优化过程中,采用正弦余弦策略动态调整搜索方向和控制步长变化,显著加快了收敛速度。实验结果表明,IESOA在逃避局部最优方面表现出鲁棒性,收敛速度快,并保持较高的优化精度。
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引用次数: 0
Uncertain semi-varying coefficient model with application to housing prices 不确定半变系数模型及其在房价中的应用
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-11-30 DOI: 10.1016/j.matcom.2025.11.030
Yuxuan Zhang, Zhiming Li
Uncertain regression analysis explores functional relationships in uncertain environments. While existing uncertain statistical models have been widely applied, they often struggle with some complex uncertain phenomena. This paper introduces an uncertain semi-varying coefficient model and derives the parameter vector using the profile least squares method. We provide residual analysis and hypothesis testing to validate the model’s fit, and introduce a significance test for constant coefficients. A case study on house prices demonstrates the model’s effectiveness, highlighting its potential for real-world applications, such as economic forecasting. Statistical tests indicate that the disturbance term should be characterized as an uncertain variable rather than a random one.
不确定回归分析探讨不确定环境中的函数关系。现有的不确定统计模型虽然得到了广泛的应用,但往往难以处理一些复杂的不确定现象。本文引入了一种不确定半变系数模型,并利用轮廓最小二乘法导出了参数向量。我们提供残差分析和假设检验来验证模型的拟合,并引入常系数的显著性检验。一个关于房价的案例研究证明了该模型的有效性,突出了它在现实世界应用的潜力,比如经济预测。统计检验表明,扰动项应表征为不确定变量,而不是随机变量。
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引用次数: 0
Stability analysis and stabilization synthesis of asynchronously sampled-data systems via integral looped functionals composed of bivariate functions 由二元函数组成的积分环泛函的异步采样数据系统稳定性分析与稳定性综合
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-11-25 DOI: 10.1016/j.matcom.2025.11.031
Seok Young Lee , Nam Kyu Kwon , JunMin Park
This paper proposes a novel looped-functional approach that provides tractable conditions for the stability analysis and stabilization synthesis of linear systems under asynchronously sampled inputs. To reduce the conservatism of these conditions, a general looped-functional framework is introduced that includes existing approaches as special cases, and thereby yields more relaxed conditions expressed as linear matrix inequalities. Compared to several existing works, the proposed approach offers not only a general but also a specific functional structure composed of bivariate functions. One of these variables is associated with differentiation, and the other is associated with integration. The proposed framework provides relaxed conditions for both the Lyapunov functional and its time derivative, which play essential roles in the conservatism reduction of the conditions for stability analysis and stabilization synthesis. Seven numerical examples demonstrate the effectiveness of the proposed approach through maximum admissible sampling intervals, with only a small additional number of decision variables.
本文提出了一种新的环泛函方法,为异步采样输入下线性系统的稳定性分析和稳定性综合提供了易于处理的条件。为了减少这些条件的保守性,引入了一个一般的环函数框架,其中包括作为特殊情况的现有方法,从而产生更宽松的条件,表示为线性矩阵不等式。与现有的一些研究相比,本文提出的方法不仅提供了一个一般的,而且还提供了一个由二元函数组成的特定功能结构。其中一个变量与微分有关,另一个与积分有关。该框架为Lyapunov泛函及其时间导数提供了宽松的条件,这对稳定性分析和稳定性综合的保守性降低起着至关重要的作用。七个数值算例证明了该方法的有效性,通过最大允许采样间隔,只有少量额外的决策变量。
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引用次数: 0
Fractional approach to dynamic magnetic power losses in low-carbon steel under static mechanical stress and alternating magnetic field 低碳钢在静态机械应力和交变磁场作用下的动态磁功率损耗的分式方法
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-12-03 DOI: 10.1016/j.matcom.2025.12.003
Benjamin Ducharne , Abderraouf Ouazib , Mathieu Domenjoud , Patrick Fagan , Laurent Daniel
This study extends an analytical fractional approach for describing magnetic losses to thick, low-carbon steel specimens, focusing on the influence of uniaxial mechanical stress on magnetic loss variations. The main objective is to develop a simple, yet accurate analytical model for describing magnetic losses in a low-carbon steel under static mechanical stress. The model is based on a fractional-order approach that captures the material’s dissipative behavior across a wide range of frequencies and stress levels.
The high conductivity and thickness of the tested specimens amplify the classical loss contribution, making the methods using a fixed fractional derivative order n inadequate.
To address this, the order n is made dependent on the maximal value of the average flux density (Bamax), reducing the relative Euclidean distance (RED(%)) between simulation predictions and experimental results to 5.4 % under stress-free conditions.
Under applied stress, a fitting procedure linking n to both maximum flux density (Bamax) and stress σ achieves a RED(%) of 3.16 % across 225 data points, albeit with excessive degrees of freedom. Simplifying the definition of n to a three-parameter polynomial maintains reasonable accuracy (RED(%) = 6.7 %) while improving efficiency. Deviations are observed at Bamax = 0.5 T and 1.7 T. They are attributed to specific low-field material behaviors or experimental inconsistencies.
Finally, using a sigmoid-type function with the same number of parameters achieves an improved RED(%) of 6.4 % while ensuring physical coherence.
本研究扩展了一种分析分数方法,用于描述厚的低碳钢试样的磁损失,重点关注单轴机械应力对磁损失变化的影响。主要目标是开发一种简单而准确的分析模型,用于描述静态机械应力下低碳钢的磁损失。该模型基于分数阶方法,该方法捕获了材料在广泛的频率和应力水平范围内的耗散行为。测试样品的高电导率和厚度放大了经典的损失贡献,使得使用固定分数阶导数阶数n的方法不充分。为了解决这个问题,n阶依赖于平均通量密度(Bamax)的最大值,将模拟预测和实验结果之间的相对欧几里得距离(RED(%))在无应力条件下减少到5.4%。在施加应力下,将n与最大通量密度(Bamax)和应力σ联系起来的拟合程序在225个数据点上实现了3.16%的RED(%),尽管自由度过高。将n的定义简化为三参数多项式,在提高效率的同时保持了合理的精度(RED(%) = 6.7%)。在Bamax = 0.5 T和1.7 T处观察到偏差。它们归因于特定的低场材料行为或实验不一致。最后,使用具有相同数量参数的s型函数,在保证物理相干性的情况下,RED(%)提高到6.4%。
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引用次数: 0
Predator–prey interactions: How prey refuge, additional food, seasonality, and stochasticity shape ecological stability? 捕食者-猎物相互作用:猎物庇护所、额外食物、季节性和随机性如何塑造生态稳定性?
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-11-24 DOI: 10.1016/j.matcom.2025.11.026
Sayan Mandal, Pankaj Kumar Tiwari
In this study, we develop and analyze a deterministic prey–predator model where predators are generalist and follows modified Beverton–Holt-type growth dynamics due to additional foods, incorporating prey refuge. We also analyze system’s dynamics in the presence of seasonal and environmental fluctuations. Our key attention is on emphasizing the effects of density-dependent prey refuge and additional food availability on species coexistence and stability. Through theoretical analysis, we establish the feasibility of solutions under both autonomous and seasonal settings, identifying local stability criteria and the existence of positive periodic solutions. Our numerical results reveal that when there are no refuge and additional food, the system undergoes transcritical and supercritical Hopf bifurcations, leading to stable coexistence or population oscillations. However, the provision of prey refuge increases the number of coexistence equilibria, inducing bistability and, at higher levels, potential predator extinction. On variations of the levels of refuge and additional food, the system transitions from bistability to tristability, displaying complex dynamical shifts. However, the time variation of parameters significantly alter population stability, triggering periodic oscillations, chaotic regimes, and potential predator extinction under high-intensity of seasonal strengths. Sensitivity analysis confirms chaotic behavior under specific seasonal conditions, reinforcing the unpredictability of ecological dynamics. Notably, environmental noise can drive transitions between multiple equilibria, with moderate noise promoting coexistence and high noise leading to species extinction.
在本研究中,我们建立并分析了一个确定性的捕食者-捕食者模型,其中捕食者是通才,并遵循修正的beverton - holt型生长动力学,因为有额外的食物,包括猎物避难所。我们还分析了在季节和环境波动存在下的系统动力学。我们的重点是强调密度依赖性猎物避难所和额外食物供应对物种共存和稳定的影响。通过理论分析,我们建立了自治和季节条件下解的可行性,识别了局部稳定性判据和正周期解的存在性。数值结果表明,当没有避难所和额外食物时,系统经历了跨临界和超临界Hopf分岔,导致稳定共存或种群振荡。然而,提供猎物避难所增加了共存平衡的数量,导致双稳定性,在更高的水平上,潜在的捕食者灭绝。在避难所和额外食物水平的变化中,系统从双稳态过渡到三稳态,表现出复杂的动态变化。然而,在高强度的季节强度下,参数的时间变化会显著改变种群的稳定性,引发周期性振荡、混沌状态和潜在的捕食者灭绝。敏感性分析证实了特定季节条件下的混沌行为,加强了生态动力学的不可预测性。值得注意的是,环境噪声可以驱动多种平衡之间的过渡,中等噪声促进共存,高噪声导致物种灭绝。
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引用次数: 0
Switching-triggered control for multiagent systems with semi-MSTs under deception attacks 欺骗攻击下半msts多智能体系统的切换触发控制
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-11-24 DOI: 10.1016/j.matcom.2025.11.029
Xing Guo , Lianghao Ji , Shasha Yang , Rongjian Liu
This paper investigates the impulsive consensus control for nonlinear multiagent systems (MASs) with semi-Markov switching topologies (semi-MSTs) under deception attacks. A novel switching-triggered impulsive control scheme is proposed, which creatively uses topology switching as an event to drive impulsive control. This method decouples the execution of impulsive control from conventional time-triggered or even-triggered approaches by introducing topology switching as the primary determinant of control updates, thereby enabling full utilization of topological information. The network topology condition for achieving impulsive consensus of MASs with semi-MSTs under this scheme can be relaxed to only require that the union of all switching subtopologies contains a spanning tree. Furthermore, deception attacks occurring in communication channels are considered, which can cause incorrect state information transmission. The random variables describing whether deception attacks occur obey Bernoulli distribution. Sufficient conditions for realizing secure impulsive consensus control of MASs with semi-MSTs under deception attacks and the upper bound on the mean square error between the leader and the followers are given. Finally, an example is presented to validate the effectiveness of the main results.
研究了半马尔可夫切换拓扑非线性多智能体系统在欺骗攻击下的脉冲共识控制问题。提出了一种新颖的开关触发脉冲控制方案,创造性地将拓扑切换作为事件驱动脉冲控制。该方法通过引入拓扑切换作为控制更新的主要决定因素,将脉冲控制的执行与传统的时间触发或甚至触发方法解耦,从而能够充分利用拓扑信息。在该方案下,实现具有半mst的MASs脉冲一致性的网络拓扑条件可以放宽为只要求所有交换子拓扑的并包含一棵生成树。此外,还考虑了通信通道中存在的欺骗攻击,欺骗攻击会导致状态信息传输错误。描述欺骗攻击是否发生的随机变量服从伯努利分布。给出了在欺骗攻击下,具有半mst的群体实现安全脉冲共识控制的充分条件,以及领导者与随从的均方误差的上界。最后通过算例验证了主要结果的有效性。
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引用次数: 0
RBFNN-based adaptive control of singular systems via non-fragile proportional and derivative feedback method 基于rbfnn的非脆弱比例导数反馈奇异系统自适应控制
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-11-19 DOI: 10.1016/j.matcom.2025.11.021
Huiyan Zhang , Yu Huang , Ning Zhao , Kalidass Mathiyalagan , Peng Shi
This paper investigates the issue of adaptive neural non-fragile proportional and derivative (PD) feedback control for the singular systems with unknown nonlinear dynamics. First, considering the inaccuracy of controller implementation, the problem of non-fragile controller design is considered and solved by using a robust control strategy. Second, PD feedback control is established to transform the singular system into a normal system, which facilitates stability analysis of the system. Third, the adaptive proportional–derivative radial basis function neural network technique is used to approximate the unknown nonlinear function and resist its influence. Under this designed framework, the stability conditions of the closed-loop system are given by using the Lyapunov method. The designed methods of state feedback gains and observer-based gain matrices are presented, respectively. Last, three examples are employed to elucidate the feasibility of the developed control strategy.
研究了具有未知非线性动力学的奇异系统的自适应神经非脆弱比例导数反馈控制问题。首先,考虑到控制器实现的不准确性,考虑了非脆弱控制器的设计问题,并采用鲁棒控制策略解决了该问题。其次,建立PD反馈控制,将奇异系统转化为正常系统,便于系统的稳定性分析。第三,采用自适应比例导数径向基函数神经网络技术逼近未知非线性函数,抵抗其影响。在此框架下,利用李雅普诺夫方法给出了闭环系统的稳定条件。分别给出了状态反馈增益和基于观测器的增益矩阵的设计方法。最后,通过三个算例说明了所提出的控制策略的可行性。
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引用次数: 0
Numerical analysis of a positivity-preserving finite element method for fractional Fisher–KPP equation 分数阶Fisher-KPP方程保正有限元法的数值分析
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-11-15 DOI: 10.1016/j.matcom.2025.11.014
Zichen Yao , Zhanwen Yang , Mingying Sun
In this paper, we investigate the numerical analysis of fractional Fisher–KPP equation with Neumann boundary conditions. We rigorously establish key analytical properties of the exact solution, including positivity, boundedness, asymptotic stability, and regularity. A finite element method combined with an L1-implicit–explicit scheme is proposed to solve the equation. Building upon the diagonally positive-definite structure of the mass matrix, it is shown that both the semi-discrete and fully discrete schemes preserve the qualitative properties of the solution, i.e., the numerical solution remains positive for positive initial data, bounded for bounded initial data, and stable for when the exact solution is stable. We further derive the spatial error estimates by exploiting the boundedness and regularity of the exact solution. Our scheme extends effectively to irregular domains while maintaining these properties. Numerical experiments illustrate and complement the theoretical results.
本文研究了具有Neumann边界条件的分数阶Fisher-KPP方程的数值分析。我们严格地建立了精确解的关键解析性质,包括正性、有界性、渐近稳定性和正则性。提出了一种结合l1 -隐-显格式的有限元方法来求解该方程。在质量矩阵的对角正定结构的基础上,证明了半离散和全离散格式都保持了解的定性性质,即对于正初始数据,数值解保持正值,对于有界初始数据,数值解保持有界,当精确解稳定时,数值解保持稳定。我们进一步利用精确解的有界性和正则性推导出空间误差估计。我们的方案在保持这些特性的同时有效地扩展到不规则域。数值实验验证并补充了理论结果。
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引用次数: 0
Optimal power flow in distribution networks: Reconfiguration and self-healing via Benders’ decomposition 配电网的最优潮流:通过Benders分解的重新配置和自愈
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-12-13 DOI: 10.1016/j.matcom.2025.12.008
Fábio Castro , Bruno Canizes , João Soares , Sérgio Ramos , Zita Vale
Electric power systems are undergoing rapid evolution driven by increasing loads, widespread renewable energy integration, distributed generation, sector liberalization, and the rise of emerging technologies like electric vehicles. These transformations necessitate intelligent and efficient management of distribution networks, marking the transition to Smart Grids. This study introduces a novel optimization framework utilizing Benders’ Decomposition to tackle network reconfiguration and self-healing challenges in medium-voltage distribution networks during contingency scenarios. The proposed methodology supports decision-making by optimizing network topology and balancing supply-demand dynamics, minimizing operational costs while ensuring system resilience and reliability. Key contributions include the development of a robust tool capable of delivering optimal reconfiguration solutions with low computational latency, adaptable to networks of various sizes and topologies. Simulations on both 13-bus and 180-bus networks demonstrated the model’s scalability and effectiveness, ensuring operational continuity even under severe contingencies. Additionally, this approach accommodates modern network elements such as energy storage systems, electric vehicle charging infrastructure, and distributed renewable generation, enabling a comprehensive Smart Grid framework. The study highlights the potential for integrating this tool into real-time operational systems, ensuring proactive network management and enhanced resilience.
在负荷增加、可再生能源广泛整合、分布式发电、行业自由化以及电动汽车等新兴技术兴起的推动下,电力系统正在经历快速演变。这些转变需要对配电网络进行智能和高效的管理,标志着向智能电网的过渡。本研究引入了一种新的优化框架,利用Benders分解来解决中压配电网在突发情况下的网络重构和自愈挑战。所提出的方法通过优化网络拓扑和平衡供需动态来支持决策,在确保系统弹性和可靠性的同时最大限度地降低运营成本。主要贡献包括开发了一种强大的工具,能够提供具有低计算延迟的最佳重新配置解决方案,可适应各种大小和拓扑的网络。在13总线和180总线网络上的仿真证明了该模型的可扩展性和有效性,即使在严重的突发事件下也能确保运行的连续性。此外,这种方法适应现代网络元素,如能源存储系统、电动汽车充电基础设施和分布式可再生能源发电,从而实现全面的智能电网框架。该研究强调了将该工具集成到实时操作系统中的潜力,确保了主动的网络管理和增强的弹性。
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引用次数: 0
Computational time efficiency analysis for resonance studies in transmission grids and microgrid clusters 输电网和微电网集群共振研究的计算时间效率分析
IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-05-01 Epub Date: 2025-12-13 DOI: 10.1016/j.matcom.2025.12.009
Oriol Cartiel , Juan-José Mesas , Lluís Monjo , Luis Sainz
The limitations of traditional methods for identifying resonance frequencies have driven the development of Resonance Mode Analysis (RMA) as a more effective alternative. Despite its potential, RMA faces challenges in computational efficiency, particularly in multi-terminal transmission grids. To address this, Rapid RMA, a power iteration (PI)-based approach for determining the dominant eigenvalue of the nodal impedance matrix, was introduced. However, the PI-based approach can exhibit slow convergence or fail under certain conditions. To overcome these limitations, recent advancements have proposed two new methodologies: Faster RMA, a modified shifted-inverse PI-based method, and Lanczos-based RMA, a non-Hermitian Lanczos method. This paper evaluates the computational performance of RMA-based methods using various software tools (including normal computation, parallel computation and sparse techniques) across three distinct hardware-computing systems. The study highlights practical differences in computational speed and efficiency for RMA applications under diverse scenarios. By emphasising the critical role of optimising computational tools, the paper examines how hardware and software configurations influence RMA performance, particularly in transmission grids and microgrid clusters, using MATLAB/Simulink simulations. Finally, the paper proposes an efficient RMA-based methodology that is adaptable to a wide range of grid configurations and computational environments. This approach is applied to stability studies using the positive-mode-damping stability criterion, thereby offering a robust framework for advancing harmonic resonance analysis in power systems.
传统识别共振频率方法的局限性促使共振模态分析(RMA)作为一种更有效的替代方法的发展。尽管具有潜力,但RMA在计算效率方面面临挑战,特别是在多终端输电网中。为了解决这个问题,引入了基于功率迭代(PI)的快速RMA方法来确定节点阻抗矩阵的主导特征值。然而,基于pi的方法在某些条件下可能表现出缓慢的收敛或失败。为了克服这些限制,最近的进展提出了两种新方法:更快的RMA,一种改进的基于移位逆pi的方法,以及基于Lanczos的RMA,一种非厄米Lanczos方法。本文在三种不同的硬件计算系统中使用各种软件工具(包括正常计算、并行计算和稀疏技术)评估基于rma的方法的计算性能。该研究强调了不同场景下军事革命应用在计算速度和效率方面的实际差异。通过强调优化计算工具的关键作用,本文研究了硬件和软件配置如何影响RMA性能,特别是在输电网和微电网集群中,使用MATLAB/Simulink模拟。最后,本文提出了一种有效的基于rma的方法,该方法适用于各种网格配置和计算环境。该方法应用于使用正模阻尼稳定性判据的稳定性研究,从而为推进电力系统的谐波共振分析提供了一个强大的框架。
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引用次数: 0
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Mathematics and Computers in Simulation
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