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Global dynamics and spatiotemporal heterogeneity of a preytaxis model with prey-induced acceleration 具有猎物诱导加速度的猎物大同模式的全局动力学和时空异质性
IF 1.9 4区 数学 Q1 Mathematics Pub Date : 2024-01-26 DOI: 10.1017/s0956792523000347
Chunlai Mu, Weirun Tao, Zhi-An Wang
Conventional preytaxis systems assume that prey-tactic velocity is proportional to the prey density gradient. However, many experiments exploring the predator–prey interactions show that it is the predator’s acceleration instead of velocity that is proportional to the prey density gradient in the prey-tactic movement, which we call preytaxis with prey-induced acceleration. Mathematical models of preytaxis with prey-induced acceleration were proposed by Arditi et al. ((2001) Theor. Popul. Biol. 59(3), 207–221) and Sapoukhina et al. ((2003) Am. Nat. 162(1), 61–76) to interpret the spatial heterogeneity of predators and prey observed in experiments. This paper is devoted to exploring the qualitative behaviour of such preytaxis systems with prey-induced acceleration and establishing the global existence of classical solutions with uniform-in-time bounds in all spatial dimensions. Moreover, we prove the global stability of spatially homogeneous prey-only and coexistence steady states with decay rates under certain conditions on system parameters. For the parameters outside the stability regime, we perform linear stability analysis to find the possible patterning regimes and use numerical simulations to demonstrate that spatially inhomogeneous time-periodic patterns will typically arise from the preytaxis system with prey-induced acceleration. Noticing that conventional preytaxis systems are unable to produce spatial patterns, our results imply that the preytaxis with prey-induced acceleration is indeed more appropriate than conventional preytaxis to interpret the spatial heterogeneity resulting from predator–prey interactions.
传统的捕食者捕猎系统假定捕食者的运动速度与捕食者的密度梯度成正比。然而,许多探索捕食者与猎物相互作用的实验表明,在捕食者与猎物的接触运动中,与猎物密度梯度成正比的是捕食者的加速度而不是速度,我们称之为具有猎物诱导加速度的捕食者大同(preytaxis with prey-induced acceleration)。Arditi 等((2001)Theor.Popul.59(3), 207-221) 和 Sapoukhina 等((2003)Am.Nat.162(1),61-76)来解释实验中观察到的捕食者和猎物的空间异质性。本文致力于探索这种具有猎物诱导加速度的猎物-大溪地系统的定性行为,并在所有空间维度上建立了具有均匀时间界限的经典解的全局存在性。此外,我们还证明了在系统参数的特定条件下,空间均质的纯猎物稳态和共存稳态的全局稳定性及衰减率。对于稳定机制之外的参数,我们进行了线性稳定性分析,以找到可能的模式机制,并通过数值模拟证明,具有猎物诱导加速度的捕食-大同系统通常会产生空间非均质时间周期模式。我们注意到传统的猎物大同系统无法产生空间模式,因此我们的结果表明,具有猎物诱导加速度的猎物大同系统确实比传统的猎物大同系统更适合解释捕食者与猎物相互作用产生的空间异质性。
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引用次数: 0
On degenerate reaction-diffusion epidemic models with mass action or standard incidence mechanism 关于具有质量作用或标准发生机制的退化反应-扩散流行病模型
IF 1.9 4区 数学 Q1 Mathematics Pub Date : 2024-01-22 DOI: 10.1017/s0956792523000359
Rachidi B. Salako, Yixiang Wu

In this paper, we consider reaction-diffusion epidemic models with mass action or standard incidence mechanism and study the impact of limiting population movement on disease transmissions. We set either the dispersal rate of the susceptible or infected people to zero and study the corresponding degenerate reaction-diffusion model. Our main approach to study the global dynamics of these models is to construct delicate Lyapunov functions. Our results show that the consequences of limiting the movement of susceptible or infected people depend on transmission mechanisms, model parameters and population size.

在本文中,我们考虑了具有大规模行动或标准发病机制的反应扩散流行病模型,并研究了限制人口流动对疾病传播的影响。我们将易感人群或感染人群的扩散率设为零,并研究相应的退化反应-扩散模型。我们研究这些模型全局动力学的主要方法是构建微妙的 Lyapunov 函数。我们的研究结果表明,限制易感者或感染者的移动所产生的后果取决于传播机制、模型参数和人口规模。
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引用次数: 0
The fully parabolic multi-species chemotaxis system in 中的全抛物线多物种趋化系统
IF 1.9 4区 数学 Q1 Mathematics Pub Date : 2024-01-19 DOI: 10.1017/s0956792523000372
Ke Lin

This article is devoted to the analysis of the parabolic–parabolic chemotaxis system with multi-components over $mathbb{R}^2$. The optimal small initial condition on the global existence of solutions for multi-species chemotaxis model in the fully parabolic situation had not been attained as far as the author knows. In this paper, we prove that under the sub-critical mass condition, any solutions to conflict-free system exist globally. Moreover, the global existence of solutions to system with strong self-repelling effect has been discussed even for large initial data. The proof is based on the modified free energy functional and the Moser–Trudinger inequality for system.

本文主要分析了$mathbb{R}^2$上多成分的抛物-抛物线趋化系统。据笔者所知,关于全抛物线情况下多物种趋化模型全局存在解的最优小初始条件还没有得到。本文证明了在亚临界质量条件下,无冲突系统的任何解都是全局存在的。此外,还讨论了即使初始数据很大,具有强自斥效应的系统解的全局存在性。证明基于修正的自由能函数和系统的 Moser-Trudinger 不等式。
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引用次数: 0
Recurrent and chaotic outbreaks in SIR model SIR 模型中的反复和混乱爆发
IF 1.9 4区 数学 Q1 Mathematics Pub Date : 2024-01-18 DOI: 10.1017/s0956792523000360
Chunyi Gai, Theodore Kolokolnikov, Jan Schrader, Vedant Sharma
We examine several extensions to the basic Susceptible-Infected-Recovered model, which are able to induce recurrent outbreaks (the basic Susceptible-Infected-Recovered model by itself does not exhibit recurrent outbreaks). We first analyse how slow seasonal variations can destabilise the endemic equilibrium, leading to recurrent outbreaks. In the limit of slow immunity loss, we derive asymptotic thresholds that characterise this transition. In the outbreak regime, we use asymptotic matching to obtain a two-dimensional discrete map which describes outbreak times and strength. We then analyse the resulting map using linear stability and numerics. As the frequency of forcing is increased, the map exhibits a period-doubling route to chaos which alternates with periodic outbreaks of increasing frequency. Other extensions that can lead to recurrent outbreaks include the addition of noise, state-dependent variation and fine-graining of model classes.
我们研究了基本的易感-感染-恢复模型的几个扩展模型,这些模型能够诱发反复爆发(基本的易感-感染-恢复模型本身并不表现出反复爆发)。我们首先分析了缓慢的季节性变化如何破坏地方性平衡,从而导致疾病的反复爆发。在缓慢丧失免疫力的情况下,我们推导出描述这种转变的渐近阈值。在疫情爆发机制中,我们利用渐近匹配法获得了描述疫情爆发时间和强度的二维离散图。然后,我们利用线性稳定性和数值分析法对得到的图谱进行分析。随着强迫频率的增加,该图呈现出周期加倍的混乱路线,与频率增加的周期性爆发交替出现。可导致周期性爆发的其他扩展包括添加噪声、状态依赖性变化和模型类别的精细划分。
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引用次数: 0
Absolute concentration robustness and multistationarity in reaction networks: Conditions for coexistence 反应网络中的绝对浓度稳健性和多稳定性:共存的条件
IF 1.9 4区 数学 Q1 Mathematics Pub Date : 2024-01-02 DOI: 10.1017/s0956792523000335
Nidhi Kaihnsa, Tung Nguyen, Anne Shiu

Many reaction networks arising in applications are multistationary, that is, they have the capacity for more than one steady state, while some networks exhibit absolute concentration robustness (ACR), which means that some species concentration is the same at all steady states. Both multistationarity and ACR are significant in biological settings, but only recently has attention focused on the possibility for these properties to coexist. Our main result states that such coexistence in at-most-bimolecular networks (which encompass most networks arising in biology) requires at least three species, five complexes and three reactions. We prove additional bounds on the number of reactions for general networks based on the number of linear conservation laws. Finally, we prove that, outside of a few exceptional cases, ACR is equivalent to non-multistationarity for bimolecular networks that are small (more precisely, one-dimensional or up to two species). Our proofs involve analyses of systems of sparse polynomials, and we also use classical results from chemical reaction network theory.

应用中出现的许多反应网络都是多稳态的,也就是说,它们有能力出现不止一种稳态,而有些网络则表现出绝对浓度稳健性(ACR),这意味着某些物种的浓度在所有稳态下都是相同的。多稳态和绝对浓度鲁棒性在生物环境中都很重要,但直到最近,人们才开始关注这两种特性共存的可能性。我们的主要结果表明,在最多双分子网络(包括生物学中出现的大多数网络)中,这种共存需要至少三个物种、五个复合物和三个反应。我们还根据线性守恒定律的数量证明了一般网络中反应数量的额外界限。最后,我们证明,除少数例外情况外,对于小型(更准确地说,一维或最多两个物种)双分子网络来说,ACR 等同于非多重性。我们的证明涉及稀疏多项式系统的分析,我们还使用了化学反应网络理论的经典结果。
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引用次数: 0
Variational inequalities arising from credit rating migration with buffer zone 有缓冲区的信用评级迁移所产生的变量不等式
IF 1.9 4区 数学 Q1 Mathematics Pub Date : 2023-12-14 DOI: 10.1017/s095679252300030x
Xinfu Chen, Jin Liang

In Chen and Liang previous work, a model, together with its well-posedness, was established for credit rating migrations with different upgrade and downgrade thresholds (i.e. a buffer zone, also called dead band in engineering). When positive dividends are introduced, the model in Chen and Liang (SIAM Financ. Math. 12, 941–966, 2021) may not be well-posed. Here, in this paper, a new model is proposed to include the realistic nonzero dividend scenarios. The key feature of the new model is that partial differential equations in Chen and Liang (SIAM Financ. Math. 12, 941–966, 2021) are replaced by variational inequalities, thereby creating a new free boundary, besides the original upgrading and downgrading free boundaries. Well-posedness of the new model, together with a few financially meaningful properties, is established. In particular, it is shown that when time to debt paying deadline is long enough, the underlying dividend paying company is always in high grade rating, that is, only when time to debt paying deadline is within a certain range, there can be seen the phenomenon of credit rating migration.

在Chen和Liang之前的工作中,建立了一个具有不同升降阈值(即缓冲区,在工程上也称为死区)的信用评级迁移模型,并给出了模型的适定性。当引入正股利时,SIAM finance的Chen和Liang的模型。数学。12,941-966,2021)可能不是适定的。在此,本文提出了一个新的模型,以包括现实的非零股息情景。新模型的主要特点是在陈亮(SIAM finance)的偏微分方程中。数学。12,941-966,2021)被变分不等式取代,从而创建了一个新的自由边界,除了原来的升级和降级的自由边界。建立了新模型的完备性,以及一些有经济意义的性质。特别表明,当到偿债期限的时间足够长时,基础派息公司始终处于高评级状态,即只有到偿债期限的时间在一定范围内,才会出现信用评级迁移的现象。
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引用次数: 0
Analysis and numerical simulations of travelling waves due to plant–soil negative feedback 植物-土壤负反馈引起的行波分析与数值模拟
IF 1.9 4区 数学 Q1 Mathematics Pub Date : 2023-12-07 DOI: 10.1017/s0956792523000323
Annalisa Iuorio, Nicole Salvatori, Gerardo Toraldo, Francesco Giannino
In this work, we carry out an analytical and numerical investigation of travelling waves representing arced vegetation patterns on sloped terrains. These patterns are reported to appear also in ecosystems which are not water deprived; therefore, we study the hypothesis that their appearance is due to plant–soil negative feedback, namely due to biomass-(auto)toxicity interactions. To this aim, we introduce a reaction-diffusion-advection model describing the dynamics of vegetation biomass and toxicity which includes the effect of sloped terrains on the spatial distribution of these variables. Our analytical investigation shows the absence of Turing patterns, whereas travelling waves (moving uphill in the slope direction) emerge. Investigating the corresponding dispersion relation, we provide an analytic expression for the asymptotic speed of the wave. Numerical simulations not only just confirm this analytical quantity but also reveal the impact of toxicity on the structure of the emerging travelling pattern. Our analysis represents a further step in understanding the mechanisms behind relevant plants‘ spatial distributions observed in real life. In particular, since vegetation patterns (both stationary and transient) are known to play a crucial role in determining the underlying ecosystems’ resilience, the framework presented here allows us to better understand the emergence of such structures to a larger variety of ecological scenarios and hence improve the relative strategies to ensure the ecosystems’ resilience.
在这项工作中,我们对代表坡地上弧形植被模式的行波进行了分析和数值研究。据报道,这些图案也出现在不缺水的生态系统中;因此,我们研究了它们的出现是由于植物-土壤负反馈,即生物量-(自)毒性相互作用造成的这一假设。为此,我们引入了一个描述植被生物量和毒性动态的反应-扩散-对流模型,其中包括倾斜地形对这些变量空间分布的影响。我们的分析研究表明,没有图灵模式,但出现了行波(沿斜坡方向上坡)。通过研究相应的频散关系,我们给出了波的渐近速度的解析表达式。数值模拟不仅证实了这一分析量,还揭示了毒性对新出现的游波模式结构的影响。我们的分析进一步加深了对现实生活中观察到的相关植物空间分布背后机制的理解。特别是,由于植被模式(包括静态和瞬态模式)在决定生态系统的恢复能力方面起着至关重要的作用,因此本文提出的框架使我们能够更好地理解这种结构在更多生态情景中的出现,从而改进相关策略,确保生态系统的恢复能力。
{"title":"Analysis and numerical simulations of travelling waves due to plant–soil negative feedback","authors":"Annalisa Iuorio, Nicole Salvatori, Gerardo Toraldo, Francesco Giannino","doi":"10.1017/s0956792523000323","DOIUrl":"https://doi.org/10.1017/s0956792523000323","url":null,"abstract":"In this work, we carry out an analytical and numerical investigation of travelling waves representing arced vegetation patterns on sloped terrains. These patterns are reported to appear also in ecosystems which are not water deprived; therefore, we study the hypothesis that their appearance is due to plant–soil negative feedback, namely due to biomass-(auto)toxicity interactions. To this aim, we introduce a reaction-diffusion-advection model describing the dynamics of vegetation biomass and toxicity which includes the effect of sloped terrains on the spatial distribution of these variables. Our analytical investigation shows the absence of Turing patterns, whereas travelling waves (moving uphill in the slope direction) emerge. Investigating the corresponding dispersion relation, we provide an analytic expression for the asymptotic speed of the wave. Numerical simulations not only just confirm this analytical quantity but also reveal the impact of toxicity on the structure of the emerging travelling pattern. Our analysis represents a further step in understanding the mechanisms behind relevant plants‘ spatial distributions observed in real life. In particular, since vegetation patterns (both stationary and transient) are known to play a crucial role in determining the underlying ecosystems’ resilience, the framework presented here allows us to better understand the emergence of such structures to a larger variety of ecological scenarios and hence improve the relative strategies to ensure the ecosystems’ resilience.","PeriodicalId":51046,"journal":{"name":"European Journal of Applied Mathematics","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138579176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Propagation dynamics of a mutualistic model of mistletoes and birds with nonlocal dispersal 具有非局部扩散的槲寄生与鸟类共生模式的繁殖动力学
IF 1.9 4区 数学 Q1 Mathematics Pub Date : 2023-12-04 DOI: 10.1017/s0956792523000311
Juan He, Guo-Bao Zhang, Ting Liu
This paper is devoted to the study of the propagation dynamics of a mutualistic model of mistletoes and birds with nonlocal dispersal. By applying the theory of asymptotic speeds of spread and travelling waves for monotone semiflows, we establish the existence of the asymptotic spreading speed $c^*$ , the existence of travelling wavefronts with the wave speed $cge c^*$ and the nonexistence of travelling wavefronts with $clt c^*$ . It turns out that the spreading speed coincides with the minimal wave speed of travelling wavefronts. Moreover, some lower and upper bound estimates of the spreading speed $c^*$ are provided.
本文研究了具有非局部扩散的槲寄生与鸟类共生模式的繁殖动力学。利用单调半流的传播波和行波的渐近速度理论,证明了其渐近传播速度$c^*$的存在性,波速$c c^*$的行波前的存在性和行波前$clt c^*$的不存在性。结果表明,传播速度与行波前的最小波速一致。此外,给出了扩展速度$c^*$的下界和上界估计。
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引用次数: 0
Propagation dynamics of a mutualistic model of mistletoes and birds with nonlocal dispersal 具有非局部扩散的槲寄生与鸟类共生模式的繁殖动力学
IF 1.9 4区 数学 Q1 Mathematics Pub Date : 2023-12-04 DOI: 10.1017/s0956792523000311
Juan He, Guo-Bao Zhang, Ting Liu
This paper is devoted to the study of the propagation dynamics of a mutualistic model of mistletoes and birds with nonlocal dispersal. By applying the theory of asymptotic speeds of spread and travelling waves for monotone semiflows, we establish the existence of the asymptotic spreading speed $c^*$ , the existence of travelling wavefronts with the wave speed $cge c^*$ and the nonexistence of travelling wavefronts with $clt c^*$ . It turns out that the spreading speed coincides with the minimal wave speed of travelling wavefronts. Moreover, some lower and upper bound estimates of the spreading speed $c^*$ are provided.
本文研究了具有非局部扩散的槲寄生与鸟类共生模式的繁殖动力学。利用单调半流的传播波和行波的渐近速度理论,证明了其渐近传播速度$c^*$的存在性,波速$c c^*$的行波前的存在性和行波前$clt c^*$的不存在性。结果表明,传播速度与行波前的最小波速一致。此外,给出了扩展速度$c^*$的下界和上界估计。
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引用次数: 0
Leveraging memory effects and gradient information in consensus-based optimisation: On global convergence in mean-field law 在基于共识的优化中利用记忆效应和梯度信息:关于平均场律的全局收敛
4区 数学 Q1 Mathematics Pub Date : 2023-10-20 DOI: 10.1017/s0956792523000293
Konstantin Riedl
Abstract In this paper, we study consensus-based optimisation (CBO), a versatile, flexible and customisable optimisation method suitable for performing nonconvex and nonsmooth global optimisations in high dimensions. CBO is a multi-particle metaheuristic, which is effective in various applications and at the same time amenable to theoretical analysis thanks to its minimalistic design. The underlying dynamics, however, is flexible enough to incorporate different mechanisms widely used in evolutionary computation and machine learning, as we show by analysing a variant of CBO which makes use of memory effects and gradient information. We rigorously prove that this dynamics converges to a global minimiser of the objective function in mean-field law for a vast class of functions under minimal assumptions on the initialisation of the method. The proof in particular reveals how to leverage further, in some applications advantageous, forces in the dynamics without loosing provable global convergence. To demonstrate the benefit of the herein investigated memory effects and gradient information in certain applications, we present numerical evidence for the superiority of this CBO variant in applications such as machine learning and compressed sensing, which en passant widen the scope of applications of CBO.
摘要本文研究了基于共识的优化方法(consensus-based optimization, CBO),这是一种通用的、灵活的、可定制的优化方法,适用于高维的非凸和非光滑全局优化。CBO是一种多粒子元启发式算法,由于其简约的设计,它在各种应用中都是有效的,同时也适合于理论分析。然而,潜在的动力学足够灵活,可以纳入进化计算和机器学习中广泛使用的不同机制,正如我们通过分析利用记忆效应和梯度信息的CBO变体所展示的那样。在方法初始化的最小假设条件下,我们严格地证明了该动力学收敛于目标函数在平均场律下的全局极小值。该证明特别揭示了如何在不失去可证明的全局收敛性的情况下,在某些应用程序中进一步利用有利的动态力量。为了证明本文研究的记忆效应和梯度信息在某些应用中的优势,我们提供了数值证据,证明该CBO变体在机器学习和压缩感知等应用中的优越性,从而扩大了CBO的应用范围。
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引用次数: 0
期刊
European Journal of Applied Mathematics
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