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SENSITIVITY ANALYSIS AND IMPACT OF AN IMPERFECT VACCINE OF TWO STRAINS OF HEPATITIS B VIRUS INFECTION 两株乙型肝炎病毒感染不完善疫苗的敏感性分析及影响
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2023-03-02 DOI: 10.1142/s0218339023500158
J. Nayeem, C. Podder, M. Salek
A mathematical model considering two strains of hepatitis B virus (HBV) chronic carriers, to assess the impact of dose-structured imperfect vaccine, in a population, is designed and analyzed. The model is shown to have a locally and globally asymptotically stable disease-free equilibrium (DFE) whenever its associated reproduction number is numerically less than unity. Numerical analysis of the model shows that with the expected [Formula: see text] minimum efficacy of the first vaccine dose, vaccinating [Formula: see text] of the susceptible population with the first vaccine dose will be sufficient to effectively control the spread of hepatitis B infection. Such effective control can also be achieved if [Formula: see text] of the first vaccine dose recipients take the second dose. Threshold analysis reveals that an imperfect HBV vaccine should have positive or negative population-level effect. Latin hypercube sampling–PRCC analysis illustrates that disease transmission rate, birth rate, natural death rate and proportion of children born with maternal immunity are most influential parameters in the disease dynamics. In this paper, the sensitivity analysis based on mathematical and in addition statistical techniques have been performed to determine the significance of the model parameters. It is observed that a number of the parameters play an important role to determine the magnitude of the basic reproduction number. Sensitivity analysis is achieved to determine model parameters’ importance in disease dynamics. It is observed that the reproduction number is the most responsive quantity to the potent transmission rate of HBV and in addition also vital to control the spread of the disease.
设计并分析了考虑两种乙型肝炎病毒(HBV)慢性携带者的数学模型,以评估剂量结构不完善疫苗在人群中的影响。当相关繁殖数小于1时,该模型具有局部和全局渐近稳定无病平衡(DFE)。模型的数值分析表明,在预期的[公式:见文]第一次疫苗剂量的最小效力下,用第一次疫苗剂量接种[公式:见文]易感人群将足以有效控制乙型肝炎感染的传播。如果接种第一剂疫苗的人接种第二剂疫苗,也可以实现这种有效控制。阈值分析表明,不完善的乙肝疫苗在人群水平上应该具有正效应或负效应。拉丁超立方体抽样- prcc分析表明,疾病传播率、出生率、自然死亡率和出生时具有母体免疫的儿童比例是影响疾病动态的最重要参数。本文采用了基于数学和统计技术的敏感性分析来确定模型参数的显著性。观察到,一些参数对确定基本再现数的大小起着重要作用。通过灵敏度分析来确定模型参数在疾病动力学中的重要性。据观察,繁殖数是对乙型肝炎病毒的有效传播率最敏感的数量,此外对控制该疾病的传播也至关重要。
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引用次数: 1
ON MATHEMATICAL MODELING OF THE TRANSMISSION OF GRAPEVINE LEAFROLL-ASSOCIATED VIRUS 3 BY THE VINE MEALYBUG, PLANOCOCCUS FICUS 葡萄粉蚧传播葡萄卷叶病毒3型的数学模型研究
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.1142/s0218339023500092
M. Chapwanya, Erin Kenyon
Grapevine leafroll disease (GLD) is the most common and economically destructive grapevine viral disease in South African vineyards and throughout the world. There are many GLD-associated virus variants with Grapevine leafroll-associated virus 3 (GLRaV-3) being the main causative agent of GLD. The vine mealybug, Planococcus ficus, is the most widespread and problematic vector of GLRaV-3. Roguing, pesticides and sanitary measures are common control strategies used in South African vineyards. In this paper, we propose an age-structured mathematical model for the transmission of (GLRaV-3) by Planococcus ficus in the South African context. The model is investigated in terms of the transmission thresholds and control strategies. A simplified model is used to shed light into the qualitative dynamics of transmission and assess the effectiveness of roguing as the main control strategy for GLRaV-3 spread.
葡萄叶卷病(GLD)是南非葡萄园和世界各地最常见和最具经济破坏性的葡萄病毒性疾病。glld相关病毒有许多变异,其中葡萄叶相关病毒3 (glav -3)是glld的主要病原体。葡萄粉蚧(Planococcus ficus)是glav -3最广泛和最具问题的载体。除草、杀虫剂和卫生措施是南非葡萄园常用的控制策略。在本文中,我们提出了一个年龄结构的数学模型(glrav3)的传播Planococcus ficus在南非的背景下。从传输阈值和控制策略两个方面对该模型进行了研究。采用简化模型揭示了传播的定性动力学,并评估了roguing作为glav -3传播主要控制策略的有效性。
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引用次数: 0
TIME OPTIMAL CONTROL STUDIES AND SENSITIVITY ANALYSIS OF ADDITIONAL FOOD PROVIDED PREY–PREDATOR SYSTEMS INVOLVING HOLLING TYPE III FUNCTIONAL RESPONSE BASED ON QUALITY OF ADDITIONAL FOOD 基于附加食物质量的HOLLINGⅢ型捕食系统的时间最优控制与灵敏度分析
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.1142/s0218339023500134
V. Ananth, D. Vamsi
Research on additional food provided prey–predator systems has gained prominence over the years due to its relevance in the context of biological conservation and pest management. Studies in this area suggest that the system can be driven to any desired state asymptotically with appropriate quality and quantity of additional food. In this paper, we study the controllability aspects to drive the system to the desired state in minimum (finite) time to make the outcomes practically more viable. We consider an additional food provided prey–predator system involving Holling type III functional response and study its controllability based on the quality of additional food, keeping the quantity fixed. To that end, we first analyze the dynamics of the system based on quality. Then, we formulate and study a time optimal control problem with the quality of additional food as the control parameter by proving the existence of optimal control and studying its characteristics. Finally, we illustrate the theoretical findings of the work using numerical simulations.
多年来,由于其在生物保护和害虫管理方面的相关性,对额外食物提供的猎物-捕食者系统的研究变得越来越突出。该领域的研究表明,该系统可以在适当质量和数量的额外食物的情况下渐进地驱动到任何期望的状态。在本文中,我们研究了在最小(有限)时间内将系统驱动到所需状态的可控性方面,以使结果在实践中更可行。我们考虑了一个涉及Holling III型功能反应的额外食物提供的猎物-捕食者系统,并在保持数量不变的情况下,基于额外食物的质量来研究其可控性。为此,我们首先基于质量分析系统的动力学。然后,我们通过证明最优控制的存在性并研究其特征,提出并研究了一个以附加食物质量为控制参数的时间最优控制问题。最后,我们使用数值模拟来说明这项工作的理论发现。
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引用次数: 0
BISTABILITY AND TRISTABILITY IN A PREDATOR–PREY MODEL WITH STRONG ALLEE EFFECT IN PREY 具有强ALLEE效应的捕食者-猎物模型的双稳态和三稳态
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2023-02-09 DOI: 10.1142/s0218339023500110
Ruma Kumbhakar, Saheb Pal, Nikhil Pal, Pankaj Tiwari
Understanding the Allee effect on endangered species is crucial for ecological conservation and management as it highly affects the extinction of a population. Due to several ecological mechanisms accounting for the Allee effect, it is necessary to study the dynamics of a predator–prey model incorporating this phenomenon. In 1999, Cosner et al. [Effects of spatial grouping on the functional response of predators, Theor Popul Biol 56:65–75, 1999] derived a new kind of functional response by considering spatially grouped predators. This paper deals with the dynamical behavior of a predator–prey system with functional response proposed by Cosner et al., and the growth of the prey population suffers a strong Allee effect. We find that the system undergoes various types of bifurcations such as Hopf bifurcation, saddle-node bifurcation, and Bogdanov–Takens bifurcation. We also observe that the model exhibits bistability and two different types of tristability phenomena. Our findings reveal that for such a kind of multistability in ecological systems, the initial population size plays a crucial role and also impacts the system’s state in the long term.
了解Allee对濒危物种的影响对生态保护和管理至关重要,因为它对种群的灭绝有很大影响。由于Allee效应的几种生态机制,有必要研究包含这一现象的捕食者-猎物模型的动力学。1999年,Cosner等人。[空间分组对捕食者功能反应的影响,Theor Popul Biol 56:65-751999]通过考虑空间分组的捕食者,得出了一种新的功能反应。本文研究了Cosner等人提出的具有功能响应的捕食者-被捕食系统的动力学行为。,并且猎物种群的增长受到强烈的Allee效应的影响。我们发现系统经历了各种类型的分叉,如Hopf分叉、鞍节点分叉和Bogdanov–Takens分叉。我们还观察到该模型表现出双稳态和两种不同类型的三稳态现象。我们的研究结果表明,对于生态系统中的这种多稳定性,初始种群规模起着至关重要的作用,也会影响系统的长期状态。
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引用次数: 1
ON SOME METHODOLOGICAL ISSUES IN MATHEMATICAL MODELING OF INTERACTING POPULATIONS 交互种群数学建模中的一些方法论问题
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2023-01-31 DOI: 10.1142/s0218339023500080
E. Venturino, Yuri Caridi, Vitória Dos Anjos, G. D'ancona
In this paper, we focus on some important aspects of model building. The discussion specifically concerns the case of predator–prey interactions. We introduce here two models whose slight difference lies just in the way predators survive. In the former, they are taken to feed only on the modeled prey, i.e., to be specialists; in the second one, they are generalists, i.e., they can survive on other not explicitly modeled food resources. But our main focus is on the prey, that may disappear due to the Allee effect, if reduced to very low numbers. On the other hand, they also exhibit herd behavior. Our main aim is the discussion of the issues of mathematical modeling of such situation. We show on this example that modeling requires much more than equations patching from different systems. The analysis of the models indicates that the ecosystem may collapse in the case of specialist predators. If the predators have other feeding resources, they instead can thrive. Both types of models exhibit bistability between the prey-free state and coexistence.
在本文中,我们关注模型构建的一些重要方面。讨论特别关注捕食者-猎物相互作用的情况。我们在这里介绍两种模型,它们的细微差别仅仅在于捕食者的生存方式。在前一种情况下,它们只以模拟的猎物为食,即成为专家;在第二种情况下,它们是多面手,也就是说,它们可以依靠其他没有明确建模的食物资源生存。但我们主要关注的是猎物,如果数量减少到非常少,它们可能会因为阿尔利效应而消失。另一方面,它们也表现出群体行为。我们的主要目的是讨论这种情况下的数学建模问题。我们在这个例子中表明,建模需要的不仅仅是来自不同系统的方程补丁。对模型的分析表明,在特殊捕食者的情况下,生态系统可能会崩溃。如果捕食者有其他的食物来源,它们反而可以茁壮成长。两种模型都表现出无猎物状态和共存状态之间的双稳定性。
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引用次数: 0
GLOBAL DYNAMICS AND OPTIMAL CONTROL FOR A VECTOR-BORNE EPIDEMIC MODEL WITH MULTI-CLASS-AGE STRUCTURE AND HORIZONTAL TRANSMISSION 一类具有多类结构和水平传播的媒介传染病模型的全局动力学和最优控制
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2023-01-31 DOI: 10.1142/s0218339023500109
Shuangshuang Liang, Shengfu Wang, Lin Hu, L. Nie
An age-structured vector-borne disease model with horizontal transmission is proposed and studied in this paper, where the incubation ages of both host and vector and the immunity age of host are also introduced to consider the effects of multi-class-age structure. The reproductive number [Formula: see text] is derived as a threshold value to determine the existence and stability of the disease-free and endemic steady states. Furthermore, by constructing suitable Lyapunov functionals, the global threshold dynamics of this model is established by [Formula: see text], that is, the disease-free equilibrium is globally asymptotically stable when [Formula: see text], while if [Formula: see text] the endemic equilibrium is globally asymptotically stable. In addition, considering the limited budget of the centers for disease control and prevention (CDC) in the process of disease control, we present an optimal control problem with a fixed total expenditure, and discuss the existence of the most control strategy for this disease. Finally, some numerical simulations are performed to support the theoretical results.
本文提出并研究了一个具有水平传播的年龄结构的媒介传播疾病模型,其中引入了宿主和媒介的潜伏期以及宿主的免疫年龄,以考虑多类年龄结构的影响。生殖数[公式:见正文]是一个阈值,用于确定无病和地方病稳定状态的存在和稳定性。此外,通过构造合适的李雅普诺夫泛函,该模型的全局阈值动力学由[公式:见正文]建立,即当[公式:参见正文]时,无病平衡是全局渐近稳定的,而如果[公式:看正文],地方病平衡是全球渐近稳定的。此外,考虑到疾病预防控制中心(CDC)在疾病控制过程中的有限预算,我们提出了一个固定总支出的最优控制问题,并讨论了该疾病存在的最控制策略。最后,进行了一些数值模拟以支持理论结果。
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引用次数: 0
HOPF BIFURCATION OF AN SEIRS MODEL WITH AGE STRUCTURE AND TIME DELAY 具有年龄结构和时滞的SEIRS模型的HOPF分支
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2023-01-26 DOI: 10.1142/s0218339023500122
Hui Cao, Mengmeng Han, Junyuan Yang, Lili Liu, Haiyan Li
Age structure and delay play a significant role in determining the dynamics of the diseases. In this paper, an SEIRS epidemic model with age structure and time delay is investigated, where the loss of the acquired immunity and delay are incorporated. Through some rigorous analyses, an explicit formula for the basic reproduction number of the model is calculated, and some results about stability and instability of equilibria for the model are established. The findings show that the age structure and delay can produce Hopf bifurcation for an SEIRS model. The numerical examples are executed to illustrate the theoretical results.
年龄结构和延迟在决定疾病的动态中起着重要作用。研究了具有年龄结构和时滞的SEIRS流行病模型,该模型考虑了获得性免疫的损失和时滞。通过严密的分析,得出了模型基本再现数的显式公式,并给出了模型平衡点稳定性和不稳定性的一些结果。研究结果表明,年龄结构和延迟可以产生SEIRS模型的Hopf分岔。通过数值算例对理论结果进行了验证。
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引用次数: 0
MATHEMATICAL ANALYSIS OF TRANSMISSION DYNAMICS OF HIV/AIDS IN RISK STRUCTURED POPULATION 高危人群中HIV/AIDS传播动态的数学分析
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2023-01-19 DOI: 10.1142/s0218339023500018
Ashrafi M. Niger, C. Podder
A model for assessing the impact of key population at risk in spreading HIV/AIDS is designed. The model is shown to have a globally asymptotically stable (GAS) disease-free equilibrium whenever the associated reproduction number is less than unity. It has a unique GAS endemic equilibrium whenever reproduction number exceeds unity, if there is no back and forth movement in susceptible classes. It is shown that if infected individuals with high risk abandon their risky behavioral practices, then the disease burden will reduce. Furthermore, if infected individuals with low risk do not adopt risky behaviors then the transmission of the disease will decrease. Partial Rank Correlation Coefficient (PRCC) indices are assessed using all the infection-related classes and basic reproduction number of the model. Uncertainty and sensitivity analysis results show that controlling the effective contact rate, disease-induced death rate in AIDS stage with low and high risk classes will help controlling the transmission of the disease.
设计了一个评估艾滋病毒/艾滋病传播风险关键人群影响的模型。只要相关繁殖数小于1,该模型就具有全局渐近稳定(GAS)无病平衡。当繁殖数量超过1时,如果在易感类别中没有来回运动,它就具有独特的GAS地方性平衡。研究表明,如果高风险感染者放弃他们的危险行为,那么疾病负担就会减轻。此外,如果低风险感染者不采取危险行为,那么疾病的传播就会减少。使用模型的所有感染相关类别和基本繁殖数来评估部分秩相关系数(PRCC)指数。不确定性和敏感性分析结果表明,控制艾滋病阶段的有效接触率、疾病致死率有助于控制疾病的传播。
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引用次数: 0
MODELING AND ANALYZING QUARANTINE STRATEGIES OF EPIDEMIC ON TWO-LAYER NETWORKS: GAME THEORY APPROACH 基于双层网络的传染病隔离策略建模与分析:博弈论方法
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2023-01-06 DOI: 10.1142/s021833902350002x
Rong-Ping Zhang, Boli Xie, Yun Kang, Maoxing Liu
The quarantine strategy plays a crucial role in the prevention and control of infectious disease. In this paper, a two-layer network model coupling the transmission of infectious diseases and the dynamics of human behavior based on game theory is proposed. The basic reproduction number of the infectious disease in our proposed model is obtained by the next-generation matrix method and the stability of the disease-free equilibrium is analyzed. Theoretical results show that the spread of infectious diseases can be controlled when the voluntary quarantined individuals reach a certain proportion. The sensitivities of the parameters are analyzed by simulations, and the results show that increasing propaganda can directly accelerate quarantine, and reducing the relative cost of quarantine has a significant effect on preventing the infectious diseases. Increasing the detection rate will lead to overestimating the proportion of undiagnosed infected individuals, and can also promote individuals to quarantine.
检疫策略在传染病预防和控制中起着至关重要的作用。本文提出了一个基于博弈论的传染病传播与人类行为动力学耦合的双层网络模型。利用新一代矩阵法得到了模型中传染病的基本繁殖数,并分析了模型的无病平衡的稳定性。理论结果表明,当自愿隔离人数达到一定比例时,传染病的传播可以得到控制。仿真分析了各参数的敏感性,结果表明,加大宣传力度可以直接加速隔离,降低隔离相对成本对预防传染病有显著效果。提高检出率会导致高估未确诊感染个体的比例,也会促使个体进行隔离。
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引用次数: 0
COMPUTATIONAL SIMULATION OF THE INTERACTION AMONG AUTOREGULATION MECHANISMS REGULATING CEREBRAL BLOOD FLOW RATE IN SYSTOLIC HEART FAILURE 收缩期心力衰竭脑血流速率自动调节机制相互作用的计算模拟
IF 1.6 4区 数学 Q2 Agricultural and Biological Sciences Pub Date : 2022-12-31 DOI: 10.1142/s0218339023500043
Surhan Bozkurt, U. E. Ayten
In this study, a lumped parameter model which includes systemic circulation, cerebral blood vessels, systemic arteriolar resistance control, heart rate control, cerebral autoregulation mechanisms and cerebral CO2 reactivity was developed to simulate healthy and heart failure conditions. In the healthy cardiovascular system model, the results were obtained with all control mechanisms connected to the model. Whilst heart failure cases were simulated, all control mechanisms were removed from the model. Then, cerebral autoregulation and cerebral CO2 reactivity mechanisms were connected to the model. Lastly, systemic arteriolar resistance and heart rate control mechanisms were connected to the model. Also, Monte Carlo Analysis was performed to determine the range of parameters controlled for simulations of healthy and heart failure conditions. The results showed that blood flow rate in cerebral circulation can be simulated more accurately by modeling interaction among autoregulatory mechanisms rather than studying separately.
本研究建立了包括体循环、脑血管、全身小动脉阻力控制、心率控制、脑自动调节机制和脑CO2反应性在内的集总参数模型,模拟健康和心力衰竭情况。在健康心血管系统模型中,所有的控制机制都与模型相关。在模拟心力衰竭病例时,从模型中删除了所有控制机制。然后,将脑自动调节和脑CO2反应机制与模型联系起来。最后,将全身动脉阻力和心率控制机制与模型联系起来。此外,还进行了蒙特卡罗分析,以确定用于模拟健康和心力衰竭状况的控制参数范围。结果表明,与单独研究脑循环血流速率相比,通过相互作用的模型来模拟脑循环血流速率更为准确。
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引用次数: 0
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Journal of Biological Systems
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