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Complex Dynamics of a Discrete Prey–Predator Model Exposing to Harvesting and Allee Effect on the Prey Species with Chaos Control 一个离散猎物-捕食者模型的复杂动力学:猎物物种面临的捕食和混沌控制下的近邻效应
Pub Date : 2024-07-11 DOI: 10.1142/s0218127424501141
Deniz Elmacı, Figen Kangalgil
This study discusses the dynamic behaviors of the prey–predator model subject to the Allee effect and the harvesting of prey species. The existence of fixed points and the topological categorization of the co-existing fixed point of the model are determined. It is shown that the discrete-time prey–predator model can undergo Flip and Neimark–Sacker bifurcations under some parametric assumptions using bifurcation theory and the center manifold theorem. A chaos control technique called the feedback-control method is utilized to eliminate chaos. Numerical examples are given to support the theoretical findings and investigate chaos strategies’ effectiveness and feasibility. Additionally, bifurcation diagrams, phase portraits, maximum Lyapunov exponents, and a graph showing chaos control are demonstrated.
本研究讨论了猎物-捕食者模型在阿利效应和猎物物种被捕食情况下的动态行为。确定了模型定点的存在和共存定点的拓扑分类。利用分岔理论和中心流形定理证明,在某些参数假设条件下,离散时间猎物-捕食者模型会发生 Flip 分岔和 Neimark-Sacker 分岔。利用一种称为反馈控制法的混沌控制技术来消除混沌。为支持理论研究结果,并研究混沌策略的有效性和可行性,给出了数值示例。此外,还展示了分岔图、相位图、最大 Lyapunov 指数和显示混沌控制的图表。
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引用次数: 0
Combined Impact of Multidelay Feedback Number and Interval: A Novel Mechanism for Controlling the Stability of Stochastic Duffing Systems 多延迟反馈数量和间隔的综合影响:控制随机达芬系统稳定性的新机制
Pub Date : 2024-07-08 DOI: 10.1142/s0218127424501086
Zhouyu Hu, Zikun Han, Yanling Yang, Qiubao Wang
In this paper, we study a class of nonlinear stochastic Duffing oscillators with multidelay feedback. We propose an effective reduction approach with the help of center manifold theory and stochastic averaging method. Taking the initial time-delay [Formula: see text] as the parameter, we reduce the original system to a one-dimensional averaged Itô equation. Our analysis reveals that the original system exhibits stochastic bifurcations, including stochastic D and P bifurcations. Once we have a clear understanding of the bifurcation structure, we can use this knowledge to choose appropriate system parameters and place the system in the desired state. For instance, by adjusting the initial time-delay [Formula: see text] of the control system, we can stabilize the system and achieve the desired outcome. Numerical simulations also verify the theoretical results. With appropriate parameter choices, multiple time delays can destabilize the equilibrium and promote chaotic behaviors, and can also lead to more stable dynamical behavior. Remarkably, we discovered that increasing the interval of time delays and feedback numbers can enhance system stability. It may potentially serve as a novel mechanism for stabilizing stochastic systems. The study provides a solid theoretical foundation for exploring stochastic systems subject to complex time-delay feedback control, and offers a valuable framework for related fields.
本文研究了一类具有多期反馈的非线性随机达芬振荡器。我们借助中心流形理论和随机平均法,提出了一种有效的还原方法。以初始时延[公式:见正文]为参数,我们将原系统还原为一维平均伊托方程。我们的分析表明,原系统呈现随机分岔,包括随机 D 分岔和随机 P 分岔。一旦我们对分岔结构有了清晰的了解,就可以利用这些知识选择适当的系统参数,将系统置于所需的状态。例如,通过调整控制系统的初始时延[计算公式:见正文],我们可以稳定系统并达到预期结果。数值模拟也验证了理论结果。在参数选择适当的情况下,多重时间延迟可以破坏平衡并促进混乱行为,也可以带来更稳定的动态行为。值得注意的是,我们发现增加时间延迟和反馈次数的间隔可以增强系统的稳定性。这有可能成为稳定随机系统的一种新机制。这项研究为探索复杂时延反馈控制的随机系统提供了坚实的理论基础,并为相关领域提供了有价值的框架。
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引用次数: 0
Memristor-Based Progressive Hierarchical Conformer Architecture for Speech Emotion Recognition 用于语音情感识别的基于 Memristor 的渐进式分层构形器架构
Pub Date : 2024-07-05 DOI: 10.1142/s0218127424501177
Tianhao Zhao, Yue Zhou, Xiaofang Hu
Speech Emotion Recognition (SER) is a challenging task characterized by the diversity and complexity of emotional expression. Due to its powerful feature extraction capabilities, Transformer Network (TN) demonstrates advantages and potential in SER. However, the limited size of available datasets and the difficulty of decoupling emotional features restrain its performance and present challenges in implementing SER on edge devices. To address these issues, we present a Memristor-based Progressive Hierarchical Conformer Architecture (MPCA) and design a conformer submodule that leverages convolution to mitigate TN’s limitations in SER. We propose attention-based feature decoupling, employing hierarchical extraction to decouple speaker characteristics and retain the relevant components, thereby obtaining reliable emotional features. Furthermore, we propose a reconfigurable circuit implementation scheme for MPCA based on operator multiplexing achieving flexible modules that can be dynamically adjusted based on the resources of edge devices, and the stability of the designed circuit is analyzed by simulation experiments with PSPICE. We show that the suggested MPCA demonstrates state-of-the-art performance in SER while significantly reducing system power consumption, offering a solution for SER implementation on edge devices.
语音情感识别(SER)是一项具有挑战性的任务,其特点是情感表达的多样性和复杂性。变压器网络(TN)具有强大的特征提取能力,因此在 SER 中显示出优势和潜力。然而,可用数据集的规模有限以及情感特征解耦的难度限制了它的性能,也给在边缘设备上实施 SER 带来了挑战。为了解决这些问题,我们提出了基于 Memristor 的渐进式分层构形器架构 (MPCA),并设计了一个构形器子模块,利用卷积来缓解 TN 在 SER 中的局限性。我们提出了基于注意力的特征解耦,利用分层提取来解耦说话者特征并保留相关成分,从而获得可靠的情感特征。此外,我们还提出了基于算子复用的 MPCA 可重构电路实现方案,实现了可根据边缘设备资源动态调整的灵活模块,并通过 PSPICE 仿真实验分析了所设计电路的稳定性。我们通过 PSPICE 仿真实验分析了所设计电路的稳定性,结果表明,所建议的 MPCA 在大幅降低系统功耗的同时,还展示了最先进的 SER 性能,为在边缘设备上实现 SER 提供了一种解决方案。
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引用次数: 0
Bifurcation and Instability of a Spatial Epidemic Model 空间流行病模型的分岔与不稳定性
Pub Date : 2024-07-05 DOI: 10.1142/s0218127424501098
Hailong Yuan, You Zhou, Xiaoyi Yang, Yang Lv, Gaihui Guo
This paper is concerned with a spatial [Formula: see text] epidemic model with nonlinear incidence rate. First, the existence of the equilibrium is discussed in different conditions. Then the main criteria for the stability and instability of the constant steady-state solutions are presented. In addition, the effect of diffusion coefficients on Turing instability is described. Next, by applying the normal form theory and the center manifold theorem, the existence and direction of Hopf bifurcation for the ordinary differential equations system and the partial differential equations system are given, respectively. The bifurcation diagrams of Hopf and Turing bifurcations are shown. Moreover, a priori estimates and local steady-state bifurcation are investigated. Furthermore, our analysis focuses on providing specific conditions that can determine the local bifurcation direction and extend the local bifurcation to the global one. Finally, the numerical results demonstrate that the intrinsic growth rate, denoted as [Formula: see text], has significant influence on the spatial pattern. Specifically, different patterns appear, with the increase of [Formula: see text]. The obtained results greatly expand on the discovery of pattern formation in the epidemic model.
本文关注的是一种具有非线性发病率的空间[公式:见正文]流行病模型。首先,讨论了不同条件下平衡的存在性。然后提出了恒定稳态解的稳定性和不稳定性的主要标准。此外,还描述了扩散系数对图灵不稳定性的影响。接着,运用正态形式理论和中心流形定理,分别给出了常微分方程系统和偏微分方程系统的霍普夫分岔存在性和方向。给出了霍普夫分岔和图灵分岔的分岔图。此外,我们还研究了先验估计和局部稳态分岔。此外,我们的分析侧重于提供特定条件,以确定局部分岔方向,并将局部分岔扩展到全局分岔。最后,数值结果表明,本征增长率(表示为[公式:见正文])对空间模式有重大影响。具体来说,随着[公式:见正文]的增加,会出现不同的模式。所获得的结果极大地扩展了流行病模型中模式形成的发现。
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引用次数: 0
Sliding Homoclinic Bifurcations in a Class of Three-Dimensional Piecewise Affine Systems 一类三维片断仿射系统中的滑动同室分岔
Pub Date : 2024-07-05 DOI: 10.1142/s0218127424300192
Tiantian Wu, Zhe Zhao, Songmei Huan
This paper studies sliding homoclinic bifurcations in a class of symmetric three-zone three-dimensional piecewise affine systems. The systems have one parameter and the unperturbed systems have a pair of sliding homoclinic orbits to a saddle. Based on the analysis of the one-dimensional Poincaré maps, two types of sliding cycles are obtained from the sliding homoclinic bifurcations of the systems. In addition, two examples of sliding homoclinic orbits and sliding cycles are provided with simulations to illustrate the effectiveness of the theorems.
本文研究了一类对称三区三维片断仿射系统中的滑动同室分岔。这些系统只有一个参数,未受扰动的系统有一对滑动同轴轨道到一个鞍。基于对一维泊恩卡雷映射的分析,从系统的滑动同轴分岔中得到了两种类型的滑动循环。此外,还提供了两个滑动同轴轨道和滑动周期的模拟实例,以说明定理的有效性。
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引用次数: 0
Modeling the Effect of Informal and Formal Jobs on the Dynamics of Unemployment 模拟非正规工作和正规工作对失业动态的影响
Pub Date : 2024-07-03 DOI: 10.1142/s0218127424501165
A. K. Misra, Mamta Kumari
The limited availability of formal jobs in developing nations always heightens the challenge for unemployed individuals in securing regular employment. Temporary employment in the informal sector serves as a source to fulfill their basic needs and enhance their employable skills. In this paper, we introduce a nonlinear mathematical model to study the effect of informal and formal jobs on the dynamics of unemployment. For the model formulation, we categorize the labor force into three classes: unemployed, temporary employed, and regularly employed. A separate dynamical variable is used to represent the available temporary vacancies. It is assumed that temporarily employed individuals may transition into regular employment or self-employment. Furthermore, self-employed individuals contribute to generating temporary vacancies within the informal sector. The long-term behavior of the proposed system is analyzed using the qualitative theory of differential equations. A quantity known as the reproduction number of the system is derived, and it is found that the occurrence of multiple bifurcations for the proposed system is influenced by the value of this threshold quantity. Furthermore, we validate our analytical findings numerically. The findings of this study illustrate that an increase in the shifting rate of individuals from temporary to regular employment is not always effective in increasing the number of regularly employed individuals. Additionally, an increase in the transition of temporarily employed individuals into self-employment, coupled with their involvement in creating more temporary jobs, proves beneficial in reducing unemployment.
在发展中国家,正规工作岗位有限,失业人员在获得正规就业方面面临着更大的挑战。非正规部门的临时就业是满足其基本需求和提高其就业技能的一个来源。在本文中,我们引入了一个非线性数学模型来研究非正规工作和正规工作对失业动态的影响。在建立模型时,我们将劳动力分为三类:失业者、临时就业者和正式就业者。我们使用一个单独的动态变量来表示可用的临时空缺职位。我们假定临时就业者可以过渡到正式就业或自营职业。此外,自营职业者也有助于在非正规部门中产生临时空缺。我们使用微分方程定性理论分析了拟议系统的长期行为。我们得出了一个称为系统再生产数的量,并发现拟议系统出现多重分叉的情况受该临界量值的影响。此外,我们还对分析结果进行了数值验证。本研究的结果表明,提高个人从临时就业到正式就业的转变率并不总是能有效增加正式就业人数。此外,增加临时就业人员向自营职业的转变,再加上他们参与创造更多的临时工作岗位,证明有利于降低失业率。
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引用次数: 0
Some Interesting Bifurcation Phenomena in the Generalized KdV–mKdV-Like Equation 广义 KdV-mKdV 类似方程中一些有趣的分岔现象
Pub Date : 2024-07-03 DOI: 10.1142/s0218127424501189
Yiren Chen, Yan Liang, Xuefeng Gao, Si Chen, Yu Han
We investigate novel bifurcation phenomena in the generalized KdV–mKdV-like equation. Unlike previous phase diagram studies, we choose variables related to wave speed as the coordinate axis, which led us to discover some interesting bifurcation phenomena. Our method can also be extended to study some other bifurcation phenomena in equations.
我们研究了广义 KdV-mKdV 类方程中的新分岔现象。与以往的相图研究不同,我们选择了与波速相关的变量作为坐标轴,从而发现了一些有趣的分岔现象。我们的方法还可以扩展到研究其他一些方程中的分岔现象。
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引用次数: 0
Chaotic Dynamic Behavior of a Fractional-Order Financial System with Constant Inelastic Demand 具有恒定非弹性需求的分数阶金融系统的混沌动态行为
Pub Date : 2024-07-03 DOI: 10.1142/s0218127424501116
Xiao-Long Gao, Zhiyuan Li, Yu-Lan Wang
The establishment of a financial system should not only consider the current situation, but also need to refer to the past. Due to the memory of the fractional derivative, a fractional-order system can more effectively describe the historical significance of the financial system. Most scholars use the prediction–correction scheme to study fractional-order systems. This paper provides a higher-precision numerical method for the financial system, which more effectively simulate the system. Based on the definition of the Grünwald–Letnikov fractional derivative, the integer-order system with nonconstant demand elasticity is extended to the fractional-order setting, and its dynamic behavior is studied, with some novel chaotic attractors found. The research results are helpful for improving the understanding of the financial system and the financial market and for predicting financial risks.
金融体系的建立不仅要考虑现状,还需要参考过去。由于分数导数的记忆性,分数阶系统可以更有效地描述金融体系的历史意义。大多数学者使用预测-修正方案来研究分数阶系统。本文为金融系统提供了一种更高精度的数值方法,能更有效地模拟金融系统。基于 Grünwald-Letnikov 分数导数的定义,将非恒定需求弹性的整数阶系统扩展到分数阶环境,研究其动态行为,并发现了一些新的混沌吸引子。研究成果有助于加深对金融体系和金融市场的理解,有助于预测金融风险。
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引用次数: 0
Hopf Bifurcation and Turing Instability of a Delayed Diffusive Zooplankton–Phytoplankton Model with Hunting Cooperation 具有狩猎合作的延迟扩散浮游动物-浮游植物模型的霍普夫分岔和图灵不稳定性
Pub Date : 2024-06-07 DOI: 10.1142/s0218127424500901
Xin-You Meng, Li Xiao
In this paper, a diffusive zooplankton–phytoplankton model with time delay and hunting cooperation is established. First, the existence of all positive equilibria and their local stability are proved when the system does not include time delay and diffusion. Then, the existence of Hopf bifurcation at the positive equilibrium is proved by taking time delay as the bifurcation parameter, and the direction of Hopf bifurcation and the stability of bifurcating periodic solutions are investigated by using the center manifold theorem and the normal form theory in partial differential equations. Next, according to the theory of Turing bifurcation, the conditions for the occurrence of Turing bifurcation are obtained by taking the intraspecific competition rate of the prey as the bifurcation parameter. Furthermore, the corresponding amplitude equations are discussed by using the standard multi-scale analysis method. Finally, some numerical simulations are given to verify the theoretical results.
本文建立了一个具有时间延迟和狩猎合作的扩散浮游动物-浮游植物模型。首先,证明了当系统不包含时间延迟和扩散时,所有正平衡的存在及其局部稳定性。然后,以时间延迟为分岔参数,证明了正平衡处霍普夫分岔的存在性,并利用偏微分方程中的中心流形定理和正态理论研究了霍普夫分岔的方向和分岔周期解的稳定性。接着,根据图灵分岔理论,以猎物的种内竞争率作为分岔参数,得到图灵分岔发生的条件。此外,还利用标准的多尺度分析方法讨论了相应的振幅方程。最后,给出了一些数值模拟来验证理论结果。
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引用次数: 0
Local and Global Dynamics of a Ratio-Dependent Holling–Tanner Predator–Prey Model with Strong Allee Effect 具有强阿利效应的依赖比率的霍林-坦纳捕食者-猎物模型的局部和全局动态变化
Pub Date : 2024-06-07 DOI: 10.1142/s0218127424500925
Weiping Lou, Pei Yu, Jia-Fang Zhang, Claudio Arancibia-Ibarra
In this paper, the impact of the strong Allee effect and ratio-dependent Holling–Tanner functional response on the dynamical behaviors of a predator–prey system is investigated. First, the positivity and boundedness of solutions of the system are proved. Then, stability and bifurcation analysis on equilibria is provided, with explicit conditions obtained for Hopf bifurcation. Moreover, global dynamics of the system is discussed. In particular, the degenerate singular point at the origin is proved to be globally asymptotically stable under various conditions. Further, a detailed bifurcation analysis is presented to show that the system undergoes a codimension-[Formula: see text] Hopf bifurcation and a codimension-[Formula: see text] cusp Bogdanov–Takens bifurcation. Simulations are given to illustrate the theoretical predictions. The results obtained in this paper indicate that the strong Allee effect and proportional dependence coefficient have significant impact on the fundamental change of predator–prey dynamics and the species persistence.
本文研究了强阿利效应和依赖比率的霍林-坦纳函数反应对捕食者-猎物系统动力学行为的影响。首先,证明了系统解的实在性和有界性。然后,提供了平衡点的稳定性和分岔分析,并获得了霍普夫分岔的明确条件。此外,还讨论了系统的全局动力学。特别是,在各种条件下,原点处的退化奇异点被证明是全局渐近稳定的。此外,详细的分岔分析表明,该系统经历了一个标度-[公式:见正文] Hopf 分岔和一个标度-[公式:见正文] 尖顶 Bogdanov-Takens 分岔。本文给出了模拟结果,以说明理论预测。本文得出的结果表明,强阿利效应和比例依赖系数对捕食者-猎物动力学的基本变化和物种持久性有重要影响。
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引用次数: 0
期刊
International Journal of Bifurcation and Chaos
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