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Moment closure of infectious diseases model on heterogeneous metapopulation network. 异质元种群网络上传染病模型的矩闭性。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2018-01-01 Epub Date: 2018-09-24 DOI: 10.1186/s13662-018-1801-x
Shanshan Feng, Zhen Jin

The global transmission of infectious diseases poses huge threats to human. Traditional heterogeneous mean-field models on metapopulation networks ignore the heterogeneity of individuals who are in different disease states in subpopulations with the same degree, resulting in inaccuracy in predicting the spread of disease. In this paper, we take heterogeneity of susceptible and infectious individuals in subpopulations with the same degree into account, and propose a deterministic unclosed general model according to Markov process on metapopulation networks to curve the global transmission of diseases precisely. Then we make the general model closed by putting forward two common assumptions: a two-dimensional constant distribution and a two-dimensional log-normal distribution, where the former is equivalent to the heterogeneous mean-field model, and the latter is a system of weighted ordinary differential equations. Further we make a stability analysis for two closed models and illustrate the results by numerical simulations. Next, we conduct a series of numerical simulations and stochastic simulations. Results indicate that our general model extends and optimizes the mean-field model. Finally, we investigate the impacts of total mobility rate on disease transmission and find that timely and comprehensive travel restriction in the early stage is an effective prevention and control of infectious diseases.

传染病的全球传播对人类构成了巨大威胁。传统的元种群网络异质性平均场模型忽略了亚种群中不同疾病状态个体在相同程度上的异质性,导致疾病传播预测不准确。本文考虑到亚种群中易感个体和感染个体具有相同程度的异质性,在元种群网络上根据马尔可夫过程提出了一种确定性的非封闭一般模型,以精确地描绘疾病的全球传播曲线。然后,通过提出二维常数分布和二维对数正态分布两种常见假设,使一般模型闭合,其中二维常数分布等价于非均场模型,二维对数正态分布是一个加权常微分方程组。进一步对两种封闭模型进行了稳定性分析,并用数值模拟对结果进行了说明。接下来,我们进行了一系列数值模拟和随机模拟。结果表明,该模型对平均场模型进行了扩展和优化。最后,我们研究了总流动率对疾病传播的影响,发现早期及时和全面的旅行限制是有效的预防和控制传染病。
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引用次数: 5
Entire solutions for a reaction-diffusion equation with doubly degenerate nonlinearity. 一类双退化非线性反应扩散方程的全解。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2018-01-01 Epub Date: 2018-04-24 DOI: 10.1186/s13662-018-1606-y
Rui Yan, Xiaocui Li

This paper is concerned with the existence of entire solutions for a reaction-diffusion equation with doubly degenerate nonlinearity. Here the entire solutions are the classical solutions that exist for all [Formula: see text]. With the aid of the comparison theorem and the sup-sub solutions method, we construct some entire solutions that behave as two opposite traveling front solutions with critical speeds moving towards each other from both sides of x-axis and then annihilating. In addition, we apply the existence theorem to a specially doubly degenerate case.

研究一类具有双重退化非线性的反应扩散方程全解的存在性。这里的全部解是存在于所有解的经典解[公式:见文本]。借助于比较定理和上下解法,我们构造了一些完整的解,它们表现为两个具有临界速度的相反的行进前解,从x轴两侧相互移动然后湮灭。此外,我们将存在性定理应用于一种特殊的双简并情形。
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引用次数: 4
A discrete-time analog for coupled within-host and between-host dynamics in environmentally driven infectious disease. 环境驱动传染病中宿主内和宿主间耦合动力学的离散时间模拟。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2018-01-01 Epub Date: 2018-02-26 DOI: 10.1186/s13662-018-1522-1
Buyu Wen, Jianpeng Wang, Zhidong Teng

In this paper, we establish a discrete-time analog for coupled within-host and between-host systems for an environmentally driven infectious disease with fast and slow two time scales by using the non-standard finite difference scheme. The system is divided into a fast time system and a slow time system by using the idea of limit equations. For the fast system, the positivity and boundedness of the solutions, the basic reproduction number and the existence for infection-free and unique virus infectious equilibria are obtained, and the threshold conditions on the local stability of equilibria are established. In the slow system, except for the positivity and boundedness of the solutions, the existence for disease-free, unique endemic and two endemic equilibria are obtained, and the sufficient conditions on the local stability for disease-free and unique endemic equilibria are established. To return to the coupling system, the local stability for the virus- and disease-free equilibrium, and virus infectious but disease-free equilibrium is established. The numerical examples show that an endemic equilibrium is locally asymptotically stable and the other one is unstable when there are two endemic equilibria.

本文采用非标准有限差分格式,建立了具有快、慢两个时间尺度的环境驱动传染病的宿主内和宿主间耦合系统的离散时间模拟。利用极限方程的思想,将系统分为快时间系统和慢时间系统。对于快速系统,得到了解的正性、有界性、无感染和唯一病毒感染平衡点的基本繁殖数和存在性,并建立了平衡点局部稳定的阈值条件。在慢系统中,除了解的正性和有界性外,得到了无病平衡点、唯一地方病平衡点和两个地方病平衡点的存在性,并建立了无病平衡点和唯一地方病平衡点的局部稳定性的充分条件。为了回归到耦合系统,建立了局部稳定的无病毒和无病平衡,以及病毒感染但无病平衡。数值算例表明,当存在两个地方性平衡时,一个地方性平衡是局部渐近稳定的,另一个地方性平衡是不稳定的。
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引用次数: 6
Global exponential stability of Markovian jumping stochastic impulsive uncertain BAM neural networks with leakage, mixed time delays, and α-inverse Hölder activation functions. 具有泄漏、混合时间延迟和 α 逆霍尔德激活函数的马尔可夫跳跃随机脉冲不确定 BAM 神经网络的全局指数稳定性。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2018-01-01 Epub Date: 2018-03-27 DOI: 10.1186/s13662-018-1553-7
C Maharajan, R Raja, Jinde Cao, G Ravi, G Rajchakit

This paper concerns the problem of enhanced results on robust finite time passivity for uncertain discrete time Markovian jumping BAM delayed neural networks with leakage delay. By implementing a proper Lyapunov-Krasovskii functional candidate, reciprocally convex combination method, and linear matrix inequality technique, we derive several sufficient conditions for varying the passivity of discrete time BAM neural networks. Further, some sufficient conditions for finite time boundedness and passivity for uncertainties are proposed by employing zero inequalities. Finally, the enhancement of the feasible region of the proposed criteria is shown via numerical examples with simulation to illustrate the applicability and usefulness of the proposed method.

本文涉及具有泄漏延迟的不确定离散时间马尔可夫跃迁 BAM 延迟神经网络的鲁棒有限时间通过性的增强结果问题。通过采用适当的 Lyapunov-Krasovskii 候选函数、互凸组合方法和线性矩阵不等式技术,我们推导出了改变离散时间 BAM 神经网络被动性的几个充分条件。此外,通过使用零不等式,我们还提出了一些有限时间有界性和不确定性被动性的充分条件。最后,我们通过数值示例和仿真演示了所提标准可行区域的增强,以说明所提方法的适用性和实用性。
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引用次数: 0
A multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches. 基于旅行阻塞邻近最优控制方法的多区域离散时间流行病模型。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2017-01-01 Epub Date: 2017-04-26 DOI: 10.1186/s13662-017-1168-4
Omar Zakary, Mostafa Rachik, Ilias Elmouki, Samih Lazaiz

We study, in this paper, infection dynamics when an epidemic emerges to many regions which are connected with their neighbors by any kind of anthropological movement. For this, we devise a multi-regions discrete-time model with the three classical SIR compartments, describing the spatial-temporal behaviors of homogenous susceptible, infected and removed populations. We suppose a large geographical domain, presented by a grid of colored cells, to exhibit at each instant i the spatial propagation of an epidemic which affects its different parts or sub-domains that we call here cells or regions. In order to minimize the number of infected individuals in some regions, we suggest an optimal control approach based on a travel-blocking vicinity strategy which aims to control a group of cells, or a patch, by restricting movements of infected people coming from its neighboring cells. We apply a discrete version of Pontryagin's maximum principle to state the necessary conditions and characterization of the travel-blocking optimal controls. We provide cellular simulations based on discrete progressive-regressive iterative schemes associated with the obtained multi-points boundary value problems. For illustrating the modeling and optimal control approaches, we consider an example of 100 regions.

在本文中,我们研究了流行病在许多地区出现时的感染动力学,这些地区通过任何一种人类学运动与邻近地区联系在一起。为此,我们设计了一个具有三个经典SIR隔间的多区域离散时间模型,描述了同质易感、感染和移除种群的时空行为。我们假设一个大的地理区域,用彩色网格表示,在每一个瞬间显示流行病的空间传播,它影响到它的不同部分或子区域,我们在这里称之为细胞或区域。为了最大限度地减少某些区域的感染个体数量,我们提出了一种基于旅行阻塞邻近策略的最优控制方法,该策略旨在通过限制来自邻近细胞的感染者的移动来控制一组细胞或一个斑块。我们应用离散版本的庞特里亚金极大值原理来陈述旅行阻塞最优控制的必要条件和特征。我们提供了基于离散渐进回归迭代方案的细胞模拟,并与得到的多点边值问题相关联。为了说明建模和最优控制方法,我们考虑了一个100个区域的例子。
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引用次数: 12
Entire functions sharing a small function with their two difference operators. 整个函数与它们的两个差分运算符共享一个小函数。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2017-01-01 Epub Date: 2017-08-01 DOI: 10.1186/s13662-017-1281-4
Feng Lü, Yanfeng Wang, Junfeng Xu

In this article, we deduce a uniqueness result of entire functions that share a small entire function with their two difference operators, generalizing some previous theorems of (Farissi et al. in Complex Anal. Oper. Theory 10:1317-1327, 2015, Theorem 1.1) and (Chen and Li in Adv. Differ. Equ. 2014:311, 2014, Theorem 1.1) by omitting the assumption that the shared small entire function is periodic.

在这篇文章中,我们推导出了全函数的唯一性结果,这些全函数与它们的两个差分算子共享一个小全函数。Oper.Theory 10:1317-1327, 2015, Theorem 1.1)和(Chen and Li in Adv. Differ. Equ. 2014:311, 2014, Theorem 1.1),省略了共享的小全函数是周期性的假设。
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引用次数: 0
Enhanced robust finite-time passivity for Markovian jumping discrete-time BAM neural networks with leakage delay. 具有泄漏延迟的马尔可夫跳变离散时间BAM神经网络的增强鲁棒有限时间无源性。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2017-01-01 Epub Date: 2017-10-10 DOI: 10.1186/s13662-017-1378-9
C Sowmiya, R Raja, Jinde Cao, G Rajchakit, Ahmed Alsaedi

This paper is concerned with the problem of enhanced results on robust finite-time passivity for uncertain discrete-time Markovian jumping BAM delayed neural networks with leakage delay. By implementing a proper Lyapunov-Krasovskii functional candidate, the reciprocally convex combination method together with linear matrix inequality technique, several sufficient conditions are derived for varying the passivity of discrete-time BAM neural networks. An important feature presented in our paper is that we utilize the reciprocally convex combination lemma in the main section and the relevance of that lemma arises from the derivation of stability by using Jensen's inequality. Further, the zero inequalities help to propose the sufficient conditions for finite-time boundedness and passivity for uncertainties. Finally, the enhancement of the feasible region of the proposed criteria is shown via numerical examples with simulation to illustrate the applicability and usefulness of the proposed method.

研究了具有泄漏延迟的不确定离散马尔可夫跳变BAM延迟神经网络鲁棒有限时间无源性的增强结果问题。通过实现适当的Lyapunov-Krasovskii泛函候选函数、互凸组合方法和线性矩阵不等式技术,得到了离散时间BAM神经网络改变无源性的几个充分条件。本文的一个重要特点是我们在主要部分使用了互凸组合引理,并且该引理的相关性来自于利用Jensen不等式推导稳定性。此外,零不等式有助于提出有限时间有界性和不确定性无源性的充分条件。最后,通过数值算例对可行域进行了增强,说明了所提方法的适用性和有效性。
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引用次数: 43
Global dynamics for a class of discrete SEIRS epidemic models with general nonlinear incidence. 具有一般非线性发病率的一类离散 SEIRS 流行病模型的全局动力学。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2016-01-01 Epub Date: 2016-05-06 DOI: 10.1186/s13662-016-0846-y
Xiaolin Fan, Lei Wang, Zhidong Teng

In this paper, a class of discrete SEIRS epidemic models with general nonlinear incidence is investigated. Particularly, a discrete SEIRS epidemic model with standard incidence is also considered. The positivity and boundedness of solutions with positive initial conditions are obtained. It is shown that if the basic reproduction number R 0 1 , then disease-free equilibrium is globally attractive, and if R 0 > 1 , then the disease is permanent. When the model degenerates into SEIR model, it is proved that if R 0 > 1 , then the model has a unique endemic equilibrium, which is globally attractive. Furthermore, the numerical examples verify an important open problem that when R 0 > 1 , the endemic equilibrium of general SEIRS models is also globally attractive.

本文研究了一类具有一般非线性发病率的离散 SEIRS 流行病模型。特别是,还考虑了具有标准入射率的离散 SEIRS 流行模型。得到了具有正初始条件的解的实在性和有界性。结果表明,如果基本繁殖数 R 0 ≤ 1,则无疾病平衡是全局有吸引力的;如果 R 0 > 1,则疾病是永久性的。当模型退化为 SEIR 模型时,证明了如果 R 0 > 1,则模型有一个唯一的流行均衡,该均衡具有全局吸引力。此外,数值示例还验证了一个重要的未决问题,即当 R 0 > 1 时,一般 SEIRS 模型的流行均衡也具有全局吸引力。
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引用次数: 0
Global dynamics for discrete-time analog of viral infection model with nonlinear incidence and CTL immune response. 具有非线性发生率和CTL免疫应答的病毒感染模型离散时间模拟的全局动力学。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2016-01-01 Epub Date: 2016-05-23 DOI: 10.1186/s13662-016-0862-y
Jianpeng Wang, Zhidong Teng, Hui Miao

In this paper, a discrete-time analog of a viral infection model with nonlinear incidence and CTL immune response is established by using the Micken non-standard finite difference scheme. The two basic reproduction numbers R 0 and R 1 are defined. The basic properties on the positivity and boundedness of solutions and the existence of the virus-free, the no-immune, and the infected equilibria are established. By using the Lyapunov functions and linearization methods, the global stability of the equilibria for the model is established. That is, when R 0 1 then the virus-free equilibrium is globally asymptotically stable, and under the additional assumption ( A 4 ) when R 0 > 1 and R 1 1 then the no-immune equilibrium is globally asymptotically stable and when R 0 > 1 and R 1 > 1 then the infected equilibrium is globally asymptotically stable. Furthermore, the numerical simulations show that even if assumption ( A 4 ) does not hold, the no-immune equilibrium and the infected equilibrium also may be globally asymptotically stable.

本文利用Micken非标准有限差分格式建立了具有非线性发生率和CTL免疫应答的病毒感染模型的离散时间模拟。定义了两个基本复制数r0和r1。建立了解的正有界性和无病毒平衡点、无免疫平衡点和感染平衡点存在性的基本性质。利用Lyapunov函数和线性化方法,建立了模型平衡点的全局稳定性。即当r0≤1时,无病毒平衡是全局渐近稳定的;在附加假设(4a)下,当r0 > 1且r1≤1时,无免疫平衡是全局渐近稳定的;当r0 > 1且r1 > 1时,感染平衡是全局渐近稳定的。此外,数值模拟表明,即使假设(4a)不成立,无免疫均衡和感染均衡也可能是全局渐近稳定的。
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引用次数: 31
Global stability of the endemic equilibrium of a discrete SIR epidemic model. 离散SIR流行病模型地方性平衡的全局稳定性。
IF 4.1 3区 数学 Q1 Mathematics Pub Date : 2013-01-01 Epub Date: 2013-02-25 DOI: 10.1186/1687-1847-2013-42
Xia Ma, Yicang Zhou, Hui Cao

The basic reproductive number R 0 of a discrete SIR epidemic model is defined and the dynamical behavior of the model is studied. It is proved that the disease free equilibrium is globally asymptotically stable if R 0 < 1 , and the persistence of the model is obtained when R 0 > 1 . The main attention is paid to the global stability of the endemic equilibrium. Sufficient conditions for the global stability of the endemic equilibrium are established by using the comparison principle. Numerical simulations are done to show our theoretical results and to demonstrate the complicated dynamics of the model.

定义了离散SIR流行病模型的基本繁殖数r0,研究了该模型的动力学行为。证明了当r0 > 1时,无病平衡点是全局渐近稳定的,当r0 > 1时,模型具有持续性。主要关注地方性平衡的全局稳定性。利用比较原理,建立了地方性平衡全局稳定的充分条件。通过数值模拟验证了理论结果和模型的复杂动力学特性。
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引用次数: 36
期刊
Advances in Difference Equations
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