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Modeling and control of hepatitis B virus transmission dynamics using fractional order differential equations 基于分数阶微分方程的乙型肝炎病毒传播动力学建模与控制
Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/8174
Hepatitis B virus (HBV) continues to pose a significant global health burden, necessitating the development of accurate and effective mathematical models to understand its transmission dynamics and devise optimal control strategies. In this research paper, we present a fractional order model for Hepatitis B virus transmission, incorporating the complexities of memory effects and non-local interactions in disease spread. The proposed fractional order model is formulated as a system of differential equations, with distinct compartments. We employ fractional order derivatives to capture the long-term memory and non-local interactions inherent in HBV transmission, offering a more realistic representation of the epidemic dynamics. To assess the stability and control potential of the model, we conduct rigorous mathematical analysis. The basic reproduction number is computed using the next generation matrix approach to determine the disease’s potential for spreading in the population. Critical points of the model are identified, and disease-free equilibrium points are obtained to assess their stability conditions. Furthermore, we derive endemic equilibrium points for the model, and their stability is analyzed using Jacobian transformation.To optimize control measures, sensitivity analysis of the model parameters is performed to identify influential factors affecting disease transmission. Numerical simulations of the fractional order model are implemented using the Adams-type Predictor-Corrector method, and the results demonstrate the effectiveness of the proposed control strategies in curbing the spread of HBV.
乙型肝炎病毒(HBV)继续构成重大的全球健康负担,需要开发准确有效的数学模型来了解其传播动态并制定最佳控制策略。在这篇研究论文中,我们提出了乙型肝炎病毒传播的分数阶模型,该模型结合了疾病传播中记忆效应和非局部相互作用的复杂性。提出的分数阶模型被表述为微分方程系统,具有不同的隔间。我们采用分数阶导数来捕捉HBV传播中固有的长期记忆和非局部相互作用,从而提供更真实的流行动态表示。为了评估模型的稳定性和控制潜力,我们进行了严格的数学分析。使用下一代矩阵法计算基本繁殖数,以确定疾病在人群中传播的可能性。确定了模型的临界点,得到了模型的无病平衡点,评价了模型的稳定性。进一步推导了模型的局部平衡点,并利用雅可比变换对其稳定性进行了分析。为优化控制措施,对模型参数进行敏感性分析,识别影响疾病传播的因素。采用Adams-type Predictor-Corrector方法对分数阶模型进行了数值模拟,结果表明所提出的控制策略在抑制HBV传播方面是有效的。
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引用次数: 0
Optimal mullets consumption by osprey population using utility function 利用效用函数优化鱼鹰种群对鲻鱼的消费
IF 1.3 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/7987
A. Idmbarek, Nossaiba Baba, Y. E. Foutayeni, N. Achtaich
. We consider the interaction between mullets and osprey populations. The main objective of this work is that the osprey must choose the predation intensity over time in a way that maximizes the present value of the utility stream derived by consuming mullets. The model has features of both convex and concave optimal control problems and therefore, phase plane analysis has to be combined with the problem of synthesis of bang-bang, singular and chattering solution pieces
. 我们考虑鲻鱼和鱼鹰种群之间的相互作用。这项工作的主要目的是,鱼鹰必须选择随时间推移的捕食强度,以最大化通过消耗鲻鱼而获得的效用流的现值。该模型既有凸最优控制问题的特点,也有凹最优控制问题的特点,因此相平面分析必须结合bang-bang解块、奇异解块和抖振解块的综合问题
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引用次数: 0
Effect of partially and fully vaccinated individuals in some regions of India: A mathematical study on COVID-19 outbreak 在印度一些地区部分和完全接种疫苗的个人的影响:对COVID-19爆发的数学研究
IF 1.3 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/7825
M. Aakash, C. Gunasundari
,
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引用次数: 5
Modeling of poverty level in South Sulawesi Province through spline nonparametric regression approach 基于样条非参数回归方法的南苏拉威西省贫困水平建模
IF 1.3 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/7946
Wahidah Alwi, Ermawati, Try Azisah Nurman, Hernawati, Risnawati Ibnas
: This study discussed modeling poverty levels in South Sulawesi through Spline Nonparametric Regression Approach. Since no specific pattern was formed from the relation between the poverty level in South Sulawesi and the factors that influence it, the researchers used nonparametric regression modelling with Spline approach. The Spline model is very good in modelling data that has changeable patterns at certain subintervals. The aimed of this study were to investigate the factors that have the most influence on the poverty level and modelling the poverty level in South Sulawesi through nonparametric regression. The scope of this study was the use of Generalized Cross-Validation (GCV) in selecting optimal knot points; in this case, it used 1, 2
本研究采用样条非参数回归方法对南苏拉威西省的贫困水平进行建模。由于南苏拉威西的贫困水平与影响因素之间的关系没有形成特定的模式,因此研究人员采用样条方法进行非参数回归建模。样条模型对于在一定的子区间内具有变化模式的数据的建模是非常好的。本研究的目的是调查对贫困水平影响最大的因素,并通过非参数回归对南苏拉威西的贫困水平进行建模。本研究的范围是使用广义交叉验证(GCV)选择最佳结点;在这个例子中,它使用了1,2
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引用次数: 0
Stability analysis of the population matrix model with two iteroparous species using the M-matrix 用m矩阵分析两种蚁群种群矩阵模型的稳定性
IF 1.3 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/7994
Arjun Hasibuan, Asep K. Supriatna, E. Rusyaman, M. H. A. Biswas, E. Carnia, 𝑎𝑥, 𝑏𝑦, 𝑥 𝑓𝑥2−𝑏𝑓, 𝑥, 𝑥 𝑄, −𝑄, 𝑥 𝑥, 𝑦 −𝑏𝑓, 𝑏𝑥, 𝑎𝑦, 𝑦 𝑓, 𝑦, 𝑄 𝑥 𝑠 𝑥1
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引用次数: 0
A simple SIDTR endemic model to make tuberculosis free India and stop spreading 一个简单的SIDTR流行模式,使印度无结核病并停止传播
IF 1.3 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/8001
S. Priya, K. Ganesan
. In this paper, we construct a SIDTR model. We develop a system of differential equations for SIDTR (Suspected, Infected, Diagnosed, Treatment and Recovered) model and analyze the outbreak of Tuberculosis (TB) infection and its effect on Indian population. We established theorems on stability analysis conditions for disease free equilibrium and endemic equilibrium. The basic reproduction number R 0 was determined by using the next generation matrix. We attempt to fit our proposed mathematical model by using real world data which was taken from WHO. We expect that this study will be effective on controlling Tuberculosis (TB) spread and also we predicted the future TB infection in India.
。本文构造了一个SIDTR模型。我们开发了SIDTR(疑似、感染、诊断、治疗和康复)模型的微分方程系统,并分析了结核病(TB)感染的爆发及其对印度人口的影响。建立了无病平衡和地方病平衡的稳定性分析条件定理。利用下一代矩阵确定基本繁殖数r0。我们试图通过使用来自世卫组织的真实世界数据来拟合我们提出的数学模型。我们期望这项研究能够有效地控制结核病的传播,并对印度未来的结核病感染进行了预测。
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引用次数: 1
Mathematical modelling approach for the study of Nipah virus disease transmission dynamics 尼帕病毒病传播动力学研究的数学建模方法
IF 1.3 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/8056
Abang Sunday Igwe, Scott, Ozioko Arinze Luke, Atokolo William, Oziri Kingsley Emeka, A. R. Adebisi, Topman Nicholas Nnamani, Mbah Godwin, Christopher Ezike
. Ever since the first outbreak of Nipah virus disease, which occurred both in human and non-human primates in developing countries in Far East Asian between 1998 and 1999 which led to a majority of deaths, with the effect of such occurrence still witnessed up till date. We studied the spread of Nipah virus and obtained a system of equations comprising of ten equations which effectively described the transmission of Nipah Virus in a population where control measures were incorporated and two major sources of contacting the disease which are coming in contact with contaminated foods by infected bats from crop farming and pig farming, these were also incorporated. We investigated the local stability of the disease-free equilibrium using the Jacobian Matrix approach and the disease-endemic stability using the center manifold theorem. We also investigated the global
. 1998年至1999年期间,尼帕病毒病在远东发展中国家的人类和非人类灵长类动物中发生,导致大多数人死亡,自第一次爆发以来,这种情况的影响至今仍然存在。我们研究了尼帕病毒的传播,并获得了一个由十个方程组成的方程组,这些方程有效地描述了尼帕病毒在已采取控制措施的人群中的传播,并纳入了接触疾病的两个主要来源,即来自作物养殖和养猪业的受感染蝙蝠与受污染的食物接触。利用雅可比矩阵方法研究了无病平衡点的局部稳定性,利用中心流形定理研究了无病平衡点的地方性稳定性。我们还调查了全球
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引用次数: 0
Mathematical analysis of prey predator models with Holling type I functional responses and time delay 具有Holling I型功能响应和时滞的捕食模型的数学分析
IF 1.3 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/8014
N. Sharmila, C. Gunasundari
. We examine two prey and one predator models with Holling type I functional behaviours in this paper. To demonstrate the system’s permanence and boundedness, we used a discrete-time delay. Through the use of traditional mathematical techniques, the effects of random variations in the environment and time delay on the model’s stability are analytically examined. The stability and Hopf-Bifurcation for the competition model are also described and shown. A few numerical computations are provided to demonstrate the efficacy of the theoretical findings.
. 本文研究了具有Holling I型功能行为的两个猎物和一个捕食者模型。为了证明系统的持久性和有界性,我们使用了一个离散时滞。利用传统的数学方法,分析了环境随机变化和时间延迟对模型稳定性的影响。并给出了竞争模型的稳定性和hopf分岔。最后给出了一些数值计算来证明理论结果的有效性。
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引用次数: 1
Three-species food chain model with cannibalism in the second level 第二层次为同类相食的三种食物链模型
IF 1.3 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/8009
A. S. Abdulghafour, R. K. Naji
: This article suggests and explores a three-species food chain model that includes fear effects, refuges depending on predators, and cannibalism at the second level. The Holling type II functional response determines food consumption between stages of the food chain. This study examined the long-term behavior and impacts of the suggested model's essential elements. The model's solution properties were studied. The existence and stability of every probable equilibrium point were examined. The persistence needs of the system have been determined. It was discovered what conditions could lead to local bifurcation at equilibrium points. Appropriate Lyapunov functions are utilized to investigate the overall dynamics of the system. To support the analytical conclusions, numerical simulations were done to validate the model's inferred long-term behavior and to comprehend the implications of the model's significant parameters
本文提出并探讨了一个三物种食物链模型,其中包括恐惧效应、依赖捕食者的避难所和第二层的同类相食。Holling II型功能反应决定了食物链各阶段之间的食物消耗。本研究考察了所建议的模型的基本要素的长期行为和影响。研究了模型的溶液性质。检验了每一个可能平衡点的存在性和稳定性。系统的持久性需求已经确定。发现了什么条件会导致平衡点出现局部分岔。适当的李雅普诺夫函数被用来研究系统的整体动力学。为了支持分析结论,进行了数值模拟,以验证模型推断的长期行为,并理解模型重要参数的含义
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引用次数: 0
Dynamics of an SIR pandemic model using constrained medical resources with time delay 具有时间延迟的受限医疗资源SIR大流行模型动力学
IF 1.3 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-01 DOI: 10.28919/cmbn/8119
S. Jothika, M. Radhakrishnan
. The dynamics of the SIR epidemic model are examined in this paper with finite medical resources and variable supply efficiency are examined along with the implications of time delay. This work demonstrates the stability of endemic equilibrium as well as the incidence of backward bifurcation can be significantly impacted by the inclusion of time delay. The theoretical results are supported and supplemented with numerical simulations
。本文研究了有限医疗资源条件下SIR流行病模型的动力学问题,研究了可变供给效率以及时滞的影响。这项工作表明,地方病平衡的稳定性以及后向分叉的发生率可以显著影响纳入时间延迟。理论结果得到了数值模拟的支持和补充
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Communications in Mathematical Biology and Neuroscience
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