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Physica D: Nonlinear Phenomena最新文献

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Incorporating magneto-crystalline anisotropy and damping in the autoresonance oscillations modeling in thin YIG films 将磁晶各向异性和阻尼纳入 YIG 薄膜的自共振振荡模型中
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-28 DOI: 10.1016/j.physd.2024.134386
V. Teplov, V. Bessonov, V. Bessonova, A. Telegin
Micromagnetic modeling of non-linear autoresonance magnetization oscillations in thin films of yttrium iron garnet (YIG) with specified growth directions is conducted. It is found that in the case of rapid frequency modulation (sweep rate of the order of 1016 Hz/sec) of 1Oe excitation magnetic field, the maximum precession angle of magnetization can achieve up to 160°. For the first time, the influence of demagnetization fields, magneto-crystalline anisotropy, and Gilbert damping on autoresonance phenomena in YIG films is numerically calculated. It is shown that demagnetization fields and damping have a weak influence on parameters of autoresonance. Simultaneously, damping provides a shorter phase-locking time between the excitation field and intrinsic magnetization oscillations in the film, favoring high amplitude of magnetization oscillations. The magneto-crystalline anisotropy leads to a reduction of the threshold sweep rate of the pumping field for YIG films with [100] direction, as well as the emergence of parametric instability for [210] films. The results of the work are aimed to be applied for the experimental observation of autoresonance phenomena in thin yttrium iron garnet films.
对具有特定生长方向的钇铁石榴石(YIG)薄膜中的非线性自共振磁化振荡进行了微磁建模。研究发现,在 1Oe 励磁磁场的快速频率调制(扫描速率为 1016 Hz/秒)情况下,磁化的最大前驱角可达到 160°。研究人员首次用数值计算了去磁场、磁晶各向异性和吉尔伯特阻尼对 YIG 薄膜自共振现象的影响。结果表明,去磁场和阻尼对自共振参数的影响较弱。同时,阻尼可缩短激励场与薄膜固有磁化振荡之间的锁相时间,有利于产生高振幅的磁化振荡。磁晶各向异性导致具有[100]方向的 YIG 薄膜抽运磁场的阈值扫描速率降低,以及[210]方向薄膜参数不稳定性的出现。该研究成果旨在应用于钇铁石榴石薄膜自共振现象的实验观测。
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引用次数: 0
Effects of asymmetric rates and impulse interference in Rock-Paper-Scissors games 石头剪刀布游戏中不对称速率和脉冲干扰的影响
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-23 DOI: 10.1016/j.physd.2024.134384
Keke Pei , Yongzhen Pei , Changguo Li
The dynamics of systems composed of cyclically competing species are complicated by the fact that they are strongly influenced by fluctuations. For this reason, it is attractive to study low-dimensional cycles where these impacts are most prominent. In this paper, we investigate the impacts of asymmetric compared to symmetric reactive rates on three-species biological diversity and spatial pattern formation in a four-state case using an RPS game model on a one-dimensional lattice. In addition, we also discuss the effects of interference thresholds on biodiversity maintenance when species are impulsively disturbed under both symmetric and asymmetric rates. The results show that enhancement of the competition rate promotes biodiversity while the mobility rate has the opposite effect when these rates being symmetric. Meanwhile, changes in reproductive rates have no direct effect on biodiversity. If rates are asymmetric, only one species survives and biodiversity is negatively affected. Conversely, the outcome of single species survival is altered when species are impulsively disturbed. Under symmetric rates, an increase in interference threshold results in a shift from coexistence of three species to survival of two species. With asymmetric rates, population dynamics change from the survival of only one species to the survival of two species if the interference is introduced. Our findings may enlighten people by RPS game model to protect endangered animals, or kill off harmful species, or to engineer cyclical population to stabilize the functionality of gene circuits for cancer treatment, or to guide election campaign.
由周期性竞争物种组成的系统的动力学因受波动的强烈影响而变得复杂。因此,研究这些影响最为突出的低维循环具有吸引力。在本文中,我们利用一维晶格上的 RPS 博弈模型,研究了在四状态情况下,非对称反应率与对称反应率对三物种生物多样性和空间模式形成的影响。此外,我们还讨论了当物种在对称和非对称反应速率下受到脉冲干扰时,干扰阈值对生物多样性维持的影响。结果表明,当竞争率和流动率对称时,竞争率的提高会促进生物多样性,而流动率的提高则会产生相反的效果。同时,繁殖率的变化对生物多样性没有直接影响。如果繁殖率不对称,只有一个物种存活,生物多样性就会受到负面影响。相反,当物种受到冲动性干扰时,单一物种生存的结果就会改变。在速率对称的情况下,干扰阈值的增加会导致从三个物种共存转变为两个物种生存。在非对称速率下,如果引入干扰,种群动态会从只有一个物种生存转变为两个物种生存。我们的研究结果可能会启发人们通过RPS博弈模型来保护濒危动物,或消灭有害物种,或设计周期性种群以稳定治疗癌症的基因回路功能,或指导竞选活动。
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引用次数: 0
Whitham modulation theory and Riemann problem for the Kundu–Eckhaus equation 惠瑟姆调制理论和昆杜-埃克豪斯方程的黎曼问题
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-22 DOI: 10.1016/j.physd.2024.134380
QingShan Tan, Jian Zhang
In this paper, the Riemann problem for the defocusing Kundu–Eckhaus equation is investigated by Whitham modulation theory. First, we study the dispersion relation for linear waves. Then, the zero-phase and one-phase periodic solutions of the Kundu–Eckhaus equation along with the corresponding Whitham modulation equations are derived by the finite-gap integration method. Further, employing the Whitham equations parametrized by the Riemann invariants, the main fundamental wave structures induced by the discontinuous initial data are found. Analytical and graphic methods are utilized to provide the wave structures of rarefaction waves and dispersive shock waves, and thus for a complete classification of solutions under general step-like conditions of initial discontinuity.
本文通过惠瑟姆调制理论研究了失焦昆杜-埃克豪斯方程的黎曼问题。首先,我们研究了线性波的频散关系。然后,通过有限间隙积分法推导出 Kundu-Eckhaus 方程的零相和单相周期解以及相应的 Whitham 调制方程。此外,利用由黎曼不变式参数化的惠瑟姆方程,找到了由不连续初始数据诱发的主要基波结构。利用分析和图形方法提供了稀释波和色散冲击波的波结构,从而对初始不连续的一般阶梯条件下的解进行了完整的分类。
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引用次数: 0
Mathematical modeling of emission and control of carbon dioxide from infrastructure expansion activities 基础设施扩建活动二氧化碳排放与控制的数学建模
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-22 DOI: 10.1016/j.physd.2024.134387
Cherie Gautam, Maitri Verma
The rise in atmospheric carbon dioxide (CO2) concentration has led to a rise in the global average surface temperatures. Deforestation and infrastructure expansion are key contributors to the increase in CO2 level. This study presents a non-linear mathematical model to explore the impact of infrastructure expansion on deforestation and rise in the atmospheric CO2 concentration. The proposed model considers the growth of infrastructure activities, driven by the increasing population, which in turn reduces the carrying capacity of forest biomass. The model is qualitatively analyzed to examine the system’s behavior in long run. It is found that a high growth rate of infrastructure expansion results in lower equilibrium level of forest biomass and higher CO2 concentrations. Moreover, for high population growth driven by infrastructure expansion, exceeding a critical level of infrastructure growth rate can cause the system to lose stability and generation of limit cycle oscillations through a supercritical Hopf-bifurcation. An increase in the growth rate coefficient of human population due to infrastructure expansion activities and deforestation rate can also lead to stability loss of interior equilibrium and existence of limit cycle oscillations in the system via Hopf-bifurcation. It is noticed that for critically high deforestation rate, the system may enter into transcritical bifurcation, resulting in the extinction of forest biomass. The study is extended to derive the strategies to effectively leverage existing mitigation options to reduce CO2 emissions from infrastructure expansion by taking efficiencies of mitigation options to cut the carbon dioxide emission rate and reduce the declination rate of carrying capacity of forest biomass resulting from infrastructure expansion as time-dependent control variables.
大气中二氧化碳(CO2)浓度的上升导致全球平均地表温度升高。森林砍伐和基础设施扩张是导致二氧化碳浓度上升的主要原因。本研究提出了一个非线性数学模型,以探讨基础设施扩张对森林砍伐和大气二氧化碳浓度上升的影响。所提出的模型考虑了在人口增长的推动下基础设施活动的增长,这反过来又降低了森林生物量的承载能力。对模型进行了定性分析,以研究系统的长期行为。结果发现,基础设施扩张的高增长率会导致森林生物量平衡水平降低和二氧化碳浓度升高。此外,在基础设施扩张带动人口高速增长的情况下,基础设施增长率超过临界水平会导致系统失去稳定性,并通过超临界霍普夫分岔产生极限循环振荡。基础设施扩张活动和森林砍伐率导致的人口增长率系数增加,也会通过霍普夫分岔导致系统失去内部平衡的稳定性,并产生极限循环振荡。研究发现,当森林砍伐率极高时,系统可能会进入跨临界分岔,导致森林生物量灭绝。该研究通过将减缓方案的效率作为时间控制变量,以削减基础设施扩张导致的二氧化碳排放率和降低森林生物量承载能力的下降率,进而推导出有效利用现有减缓方案的策略,以减少基础设施扩张导致的二氧化碳排放。
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引用次数: 0
Fluid flow between two parallel active plates 两块平行活动板之间的流体流动
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-21 DOI: 10.1016/j.physd.2024.134373
Mustafa Turkyilmazoglu , Abdulaziz Alotaibi
This paper investigates the fluid flow phenomenon arising from the combined action of two parallel plates, which can expand/squeeze, absorb/inject, and stretch/shrink at different rates. These physical mechanisms are incorporated into the governing unsteady Navier–Stokes equations, which are then reduced to a fourth-order nonlinear differential equation with boundary conditions reflecting the imposed wall constraints. By letting the permeable Reynolds number (controlling the nonlinear convective terms) limit to zero, we demonstrate the existence of exact solutions expressed in terms of advanced mathematical functions. Additionally, in the absence of wall expansion/contraction, elementary exponential solutions are obtained under particular relationships between the stretching/shrinking and permeability parameters. A shear-like exact solution with broader applicability across various physical parameters is also identified. For moderate values of the expansion/squeezing parameters and permeable Reynolds numbers, we propose an efficient double-expansion perturbation analysis to approximate the flow behavior. Otherwise, for general physical parameters, a comprehensive mathematical analysis is provided and numerical simulations are employed to extract insights into the complex fluid motion between the parallel plates.
本文研究了两块平行板的联合作用所产生的流体流动现象,这两块板可以以不同的速度膨胀/挤压、吸收/喷射和拉伸/收缩。这些物理机制被纳入了非稳态纳维-斯托克斯方程,然后被简化为四阶非线性微分方程,其边界条件反映了施加的壁面约束。通过让渗透雷诺数(控制非线性对流项)极限为零,我们证明了用高级数学函数表示的精确解的存在。此外,在没有壁面膨胀/收缩的情况下,根据拉伸/收缩和渗透性参数之间的特定关系,可以得到基本指数解。此外,还确定了一种类似剪切力的精确解,可广泛适用于各种物理参数。对于适中的伸缩参数值和渗透性雷诺数,我们提出了一种高效的双伸缩扰动分析方法来近似流动行为。否则,对于一般的物理参数,我们将提供全面的数学分析,并采用数值模拟来深入了解平行板间复杂的流体运动。
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引用次数: 0
A mathematical treatment of the impact of p53 signalling on the expression of the transcription factor E2F in the CycE/Cdk2 subsystem in cancerous cells 用数学方法分析 p53 信号对癌细胞中 CycE/Cdk2 子系统中转录因子 E2F 表达的影响
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-21 DOI: 10.1016/j.physd.2024.134348
N. Qwabe , K.S. Govinder
Complex networks of proteins and genes control cell growth until mitosis. These components play crucial roles in determining the characteristics and timing of each reaction in the cell. A family of cyclins and cyclin-dependent kinases regulates the progression of the cell from one stage to the next, while certain inhibitors regulate cell proliferation, significantly impacting this process. We examine the impact of p53 protein production in the cyclin E/cyclin-dependent kinase 2 (CycE/CDK2) subsystem. Although the precise functioning of the p53 protein is not fully understood, it is known to exhibit pulsatile behaviour, triggered in response to DNA damage. Consequently, the expression of the p53 protein within the cell system increases with the severity of DNA damage. Similarly, levels of CycE/CDK2 are substantially elevated in instances of DNA damage.
To investigate this subsystem, we have developed a mathematical model of the CycE/CDK2 subsystem, presented as non-linear ordinary differential equations. Our primary aim is to determine the conditions that could theoretically result in tumorigenesis. We conduct a dynamical systems analysis to investigate the presence of stable limit cycles, which indicate the standard operational states of cells. Our investigation reveals the levels of p53 protein at which the cell can correct defects, undergo apoptosis, or enter quiescence, and where the system exhibits a Hopf-bifurcation (limit cycles). This is the novelty of our study, as previous research has primarily focused on numerical simulations.
Using MATLAB simulations, we produced various results in response to different expressions and concentrations of the p53 protein, allowing us to assess its influence on malignant cells. By altering the concentration of protein p53, we ascertain the specific cellular circumstances that facilitate its natural growth, self-correction in the presence of defective activity, and entry into a state of quiescence.
This investigation is motivated by the significant role of oscillations in driving, controlling, and managing the cellular oversight machinery. These aspects are incorporated into developing a mathematical model that emulates cellular operations. From this research, we establish that E2F is a critical target to mitigate oncogenic activity, achievable by managing the pulsatile behaviour of the inhibitor p53 or inhibiting its production process within the cell machinery.
由蛋白质和基因组成的复杂网络控制着细胞的生长,直至有丝分裂。这些成分在决定细胞中每种反应的特征和时间方面发挥着至关重要的作用。细胞周期蛋白和细胞周期蛋白依赖性激酶家族调控着细胞从一个阶段到下一个阶段的进展,而某些抑制剂则调控着细胞增殖,对这一过程产生重大影响。我们研究了p53蛋白的产生对细胞周期蛋白E/细胞周期蛋白依赖性激酶2(CycE/CDK2)子系统的影响。虽然人们对 p53 蛋白的确切功能尚不完全了解,但已知它在 DNA 损伤时会表现出脉冲式行为。因此,细胞系统中 p53 蛋白的表达会随着 DNA 损伤的严重程度而增加。为了研究这个子系统,我们建立了一个 CycE/CDK2 子系统的数学模型,以非线性常微分方程的形式呈现。我们的主要目的是确定理论上可能导致肿瘤发生的条件。我们进行了动态系统分析,研究是否存在稳定的极限循环,这表明细胞的标准运行状态。我们的研究揭示了细胞可以纠正缺陷、发生凋亡或进入静止状态的 p53 蛋白水平,以及系统出现霍普夫分岔(极限循环)的情况。这是我们研究的新颖之处,因为以前的研究主要集中在数值模拟上。我们利用 MATLAB 模拟,针对 p53 蛋白的不同表达和浓度得出了各种结果,从而评估了它对恶性细胞的影响。通过改变 p53 蛋白的浓度,我们确定了促进其自然生长、在存在缺陷活性的情况下进行自我纠正以及进入静止状态的特定细胞环境。这项研究的动机在于振荡在驱动、控制和管理细胞监督机制方面的重要作用。这项研究的动机是,振荡在驱动、控制和管理细胞监督机制方面发挥着重要作用。我们将这些方面纳入到建立一个模拟细胞运行的数学模型中。通过这项研究,我们确定 E2F 是减轻致癌活动的关键目标,可通过管理抑制剂 p53 的脉冲行为或抑制其在细胞机制内的产生过程来实现。
{"title":"A mathematical treatment of the impact of p53 signalling on the expression of the transcription factor E2F in the CycE/Cdk2 subsystem in cancerous cells","authors":"N. Qwabe ,&nbsp;K.S. Govinder","doi":"10.1016/j.physd.2024.134348","DOIUrl":"10.1016/j.physd.2024.134348","url":null,"abstract":"<div><div>Complex networks of proteins and genes control cell growth until mitosis. These components play crucial roles in determining the characteristics and timing of each reaction in the cell. A family of cyclins and cyclin-dependent kinases regulates the progression of the cell from one stage to the next, while certain inhibitors regulate cell proliferation, significantly impacting this process. We examine the impact of p53 protein production in the cyclin E/cyclin-dependent kinase 2 (CycE/CDK2) subsystem. Although the precise functioning of the p53 protein is not fully understood, it is known to exhibit pulsatile behaviour, triggered in response to DNA damage. Consequently, the expression of the p53 protein within the cell system increases with the severity of DNA damage. Similarly, levels of CycE/CDK2 are substantially elevated in instances of DNA damage.</div><div>To investigate this subsystem, we have developed a mathematical model of the CycE/CDK2 subsystem, presented as non-linear ordinary differential equations. Our primary aim is to determine the conditions that could theoretically result in tumorigenesis. We conduct a dynamical systems analysis to investigate the presence of stable limit cycles, which indicate the standard operational states of cells. Our investigation reveals the levels of p53 protein at which the cell can correct defects, undergo apoptosis, or enter quiescence, and where the system exhibits a Hopf-bifurcation (limit cycles). This is the novelty of our study, as previous research has primarily focused on numerical simulations.</div><div>Using MATLAB simulations, we produced various results in response to different expressions and concentrations of the p53 protein, allowing us to assess its influence on malignant cells. By altering the concentration of protein p53, we ascertain the specific cellular circumstances that facilitate its natural growth, self-correction in the presence of defective activity, and entry into a state of quiescence.</div><div>This investigation is motivated by the significant role of oscillations in driving, controlling, and managing the cellular oversight machinery. These aspects are incorporated into developing a mathematical model that emulates cellular operations. From this research, we establish that E2F is a critical target to mitigate oncogenic activity, achievable by managing the pulsatile behaviour of the inhibitor p53 or inhibiting its production process within the cell machinery.</div></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142420454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Sundman theorem revisited 桑德曼定理重温
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-21 DOI: 10.1016/j.physd.2024.134385
Andrei D. Werkhausen, Heyder Hey
In this paper, we revisit Sundman’s Theorem on the three-body problem. We provide a simple example demonstrating that the requirement on the total angular momentum L (bounded away from zero) can be relaxed for a particular set of initial conditions, allowing double shocks. We present an explicit solution for the exact triple-collision scenario through a Sundman-like formal regularization.
在本文中,我们重温了关于三体问题的桑德曼定理。我们提供了一个简单的例子,证明对于一组特定的初始条件,可以放宽对总角动量 L 的要求(远离零的边界),允许双冲击。我们通过类似桑德曼的形式正则化,提出了精确三体碰撞情形的明确解法。
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引用次数: 0
Spatiotemporal analysis of a modified Leslie–Gower model with cross-diffusion and harvesting 具有交叉扩散和收获功能的改良莱斯利-高尔模型的时空分析
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-20 DOI: 10.1016/j.physd.2024.134381
Samir Biswas, Lakpa Thendup Bhutia, Tapan Kumar Kar, Bidhan Bhunia, Esita Das

This paper considers a modified Leslie–Gower prey–predator reaction–diffusion model introducing harvesting of both species. Both the temporal and spatiotemporal dynamics of the model have been examined. We have found the stability regions and drawn bifurcation diagrams to determine the harvesting effect on the model, revealing that the harvesting has a stabilizing effect. Local bifurcations, such as transcritical and Hopf bifurcations, appear in the temporal system. For the spatiotemporal model, Turing instability conditions have been determined. The amplitude equation for the critical modes has been derived using multiple time scale analyses by taking the harvesting effort as the bifurcating parameter. Also, we have verified the theoretical results by plotting several kinds of stationary patterns, including stripes, spots, and a mix of stripes and spots. This study’s critical observation is that as harvesting effort rises, the patterns steadily turn into spots, i.e., harvesting influences pattern creation strongly. This fosters a dynamic equilibrium, allowing competitors to maintain distance, optimize resource use and survive.

本文研究了一个改进的莱斯利-高尔(Leslie-Gower)猎物-捕食者反应-扩散模型,该模型引入了两个物种的捕食。我们研究了该模型的时空动态。我们找到了稳定区域并绘制了分岔图,以确定捕食对模型的影响,结果表明捕食具有稳定作用。在时间系统中出现了局部分岔,如跨临界分岔和霍普夫分岔。对于时空模型,图灵不稳定条件已经确定。以收获量作为分岔参数,通过多时间尺度分析得出了临界模式的振幅方程。此外,我们还通过绘制几种静止模式,包括条纹、斑点以及条纹和斑点混合模式,验证了理论结果。本研究的重要发现是,随着收割力度的增加,图案会逐渐变成斑点,也就是说,收割对图案的产生有很大的影响。这促进了一种动态平衡,使竞争者能够保持距离、优化资源利用和生存。
{"title":"Spatiotemporal analysis of a modified Leslie–Gower model with cross-diffusion and harvesting","authors":"Samir Biswas,&nbsp;Lakpa Thendup Bhutia,&nbsp;Tapan Kumar Kar,&nbsp;Bidhan Bhunia,&nbsp;Esita Das","doi":"10.1016/j.physd.2024.134381","DOIUrl":"10.1016/j.physd.2024.134381","url":null,"abstract":"<div><p>This paper considers a modified Leslie–Gower prey–predator reaction–diffusion model introducing harvesting of both species. Both the temporal and spatiotemporal dynamics of the model have been examined. We have found the stability regions and drawn bifurcation diagrams to determine the harvesting effect on the model, revealing that the harvesting has a stabilizing effect. Local bifurcations, such as transcritical and Hopf bifurcations, appear in the temporal system. For the spatiotemporal model, Turing instability conditions have been determined. The amplitude equation for the critical modes has been derived using multiple time scale analyses by taking the harvesting effort as the bifurcating parameter. Also, we have verified the theoretical results by plotting several kinds of stationary patterns, including stripes, spots, and a mix of stripes and spots. This study’s critical observation is that as harvesting effort rises, the patterns steadily turn into spots, i.e., harvesting influences pattern creation strongly. This fosters a dynamic equilibrium, allowing competitors to maintain distance, optimize resource use and survive.</p></div>","PeriodicalId":20050,"journal":{"name":"Physica D: Nonlinear Phenomena","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142274356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Global attractor and its 1D and 2D structures of Beverton–Holt Ricker competition model 贝弗顿-霍尔特-里克尔竞争模型的全局吸引子及其一维和二维结构
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-18 DOI: 10.1016/j.physd.2024.134354
Qi Cheng , Jun Zhang , Weinian Zhang

Beverton–Holt Ricker competition model is a planar difference system that describes intraspecific competition among individuals and interspecific competition. Known works investigated the stability of equilibria in some cases, showed the existence of stable 2-periodic points when there are no interior equilibria, and found numerically an attractor with riddled basin of attraction for some appropriate parameters. In this paper, we prove the existence of the global attractor, and give a complete description on qualitative properties and bifurcations of all equilibria except for some cases of high degeneracy. Moreover, we obtain different kinds of 1-dimensional or 2-dimensional structures of the global attractor, which were not considered in the known work.

贝弗顿-霍尔特-里克尔竞争模型是一个平面差分系统,用于描述个体间的种内竞争和种间竞争。已知的著作研究了某些情况下平衡点的稳定性,证明了当不存在内部平衡点时存在稳定的 2 周期点,并在数值上发现了在某些适当参数下具有谜状吸引盆地的吸引子。在本文中,我们证明了全局吸引子的存在,并完整地描述了除某些高退化情况外所有均衡的定性和分岔。此外,我们还得到了全局吸引子的不同类型的一维或二维结构,而这些结构在已知工作中是没有考虑到的。
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引用次数: 0
Multistability of state-dependent switched neural networks with Mexican-hat-type activation functions 具有墨西哥帽型激活函数的状态依赖开关神经网络的多稳定性
IF 2.7 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2024-09-17 DOI: 10.1016/j.physd.2024.134363
Weixin Yan, Zhen Wang, Yang Liu

This paper investigates the issue of multistability in state-dependent switched neural networks (SSNNs) with Mexican-hat-type activation functions (AFs). It establishes the coexistence and stability of multiple equilibrium points (EPs). Initially, the state space is partitioned based on the geometric characteristics of the Mexican-hat-type AF, enabling to determine the positions of the EPs. Secondly, the coexistence of 9h17h25h33h4 EPs for n-neurons SSNNs under specific sufficient conditions is proved with the Brouwer’s fixed-point theorem. Next, by using diagonally dominant matrix theory and Gershgorin circle theorem, it is proven that there are 5h14h23h32h4 asymptotically stable EPs under some conditions, where h1,h2,h3 and h4 are nonnegative integers satisfying 0h1+h2+h3+h4n. Therefore, we can obtain that SSNNs can have larger storage capacity by selecting the appropriate parameters hi,i=1,2,3,4. Finally, the correctness of the results in this paper is verified through two numerical examples.

本文研究了具有墨西哥帽型激活函数(AFs)的状态依赖开关神经网络(SSNNs)的多稳定性问题。它确定了多个平衡点 (EP) 的共存性和稳定性。首先,根据墨西哥帽型激活函数的几何特征对状态空间进行划分,从而确定 EPs 的位置。其次,利用布劳威尔定点定理证明了 n 神经元 SSNN 在特定充分条件下 9h17h25h33h4 EPs 的共存性。接着,利用对角支配矩阵理论和格什高林圆定理,证明在某些条件下存在 5h14h23h32h4 近似稳定 EP,其中 h1、h2、h3 和 h4 为非负整数,满足 0≤h1+h2+h3+h4≤n 的条件。因此,我们可以得出,通过选择适当的参数 hi,i=1,2,3,4 可以使 SSNN 具有更大的存储容量。最后,本文通过两个数值实例验证了结果的正确性。
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引用次数: 0
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