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Behavior of solutions of a discrete population model with mutualistic interaction 具有相互影响的离散种群模型解的行为
Q2 Mathematics Pub Date : 2024-01-01 DOI: 10.1515/cmb-2023-0121
Sibi C. Babu, D. S. Dilip, Smitha Mary Mathew
We focus on the stability analysis of two types of discrete dynamic models: a discrete dynamic equation and a discrete dynamics system consisting of two equations with mutualistic interaction given by x n + 1 = a + b x n λ ( x n 1 + x
我们将重点分析两类离散动力学模型的稳定性:离散动力学方程和由两个互为作用方程组成的离散动力学系统,这两个方程的给定公式分别为 x n + 1 = a + b x n λ - ( x n - 1 + x n - k ) c + x n - 1 + x n - k {x}_{n+1}=a+frac{b{x}_{n}{lambda }^{-left({x}_{n-1}+{x}_{n-k})}}{c+{x}_{n-1}+{x}_{n-k}} 和 x n + 1 = a 1 + b 1 y n
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引用次数: 0
A mathematical study of the adrenocorticotropic hormone as a regulator of human gene expression in adrenal glands 关于促肾上腺皮质激素作为人类肾上腺基因表达调节剂的数学研究
Q2 Mathematics Pub Date : 2024-01-01 DOI: 10.1515/cmb-2023-0122
A. Manickam, A. Jaison, D. Lakshmi, Ram Singh, C. T. D. Pravina
In this research, we have introduced compartments for asymptomatic and symptomatic individuals, along with reduced susceptibility, as key factors defining our investigation. The study is carried out in diverse scenarios, considering them as crucial for the essential generation number of the model, set at 3.18( r 0 > 1 {r}_{0}gt 1 ). The persistent reproduction differential method was used to explore the impact of continuous adrenocorticotropic hormone (ACTH) administration on the global gene expression in primary cultures of both fetal and adult adrenal cells. The study also investigates ACTH’s genetic effects on both adult and fetal human adrenal cells. The conclusion of this study is demonstrated through relevant and correct medical applications.
在这项研究中,我们引入了无症状和有症状个体的分区,以及易感性的降低,作为界定我们研究的关键因素。研究在不同的情景下进行,认为它们对模型的基本代数至关重要,设定为 3.18(r 0 > 1 {r}_{0}gt 1)。研究采用了持续繁殖差分法来探讨持续给予促肾上腺皮质激素(ACTH)对胎儿和成年肾上腺细胞原代培养物中全局基因表达的影响。该研究还探讨了促肾上腺皮质激素对成人和胎儿人类肾上腺细胞的遗传影响。本研究的结论通过相关的正确医学应用得以证明。
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引用次数: 0
Optimal control and bifurcation analysis of SEIHR model for COVID-19 with vaccination strategies and mask efficiency 针对 COVID-19 疫苗接种策略和掩蔽效率的 SEIHR 模型的最优控制和分岔分析
Q2 Mathematics Pub Date : 2024-01-01 DOI: 10.1515/cmb-2023-0113
Poosan Moopanar Muthu, Anagandula Praveen Kumar
In this article, we present a susceptible, exposed, infected, hospitalized and recovered compartmental model for COVID-19 with vaccination strategies and mask efficiency. Initially, we established the positivity and boundedness of the solutions to ensure realistic predictions. To assess the epidemiological relevance of the system, an examination is conducted to ascertain the local stability of the endemic equilibrium and the global stability across two equilibrium points are carried out. The global stability of the system is demonstrated using Lyapunov’s direct method. The disease-free equilibrium is globally asymptotically stable when the basic reproduction number (BRN) is less than one, whereas the endemic equilibrium is globally asymptotically stable when BRN is greater than one. A sensitivity analysis is performed to identify the influential factors in the BRN. The impact of various time-dependent strategies for managing and regulating the dynamic transmission of COVID-19 is investigated. In this study, Pontryagin’s maximum principle for optimal control analysis is used to identify the most effective strategy for controlling the disease, including single, coupled, and threefold interventions. Single-control interventions reveal physical distancing as the most effective strategy, coupled measures reduce exposed populations, and implementing all controls reduces susceptibility and infections.
在本文中,我们介绍了 COVID-19 的易感、暴露、感染、住院和康复分区模型,以及疫苗接种策略和掩蔽效率。首先,我们确定了解的实在性和有界性,以确保预测的真实性。为了评估该系统的流行病学相关性,我们对流行平衡的局部稳定性和两个平衡点的全局稳定性进行了检验。利用 Lyapunov 的直接方法证明了系统的全局稳定性。当基本繁殖数(BRN)小于 1 时,无病平衡是全局渐近稳定的,而当基本繁殖数大于 1 时,地方病平衡是全局渐近稳定的。我们进行了敏感性分析,以确定影响基本繁殖数的因素。研究还探讨了管理和调节 COVID-19 动态传播的各种随时间变化的策略的影响。在这项研究中,庞特里亚金最优控制分析的最大原则被用来确定控制该疾病的最有效策略,包括单一、耦合和三重干预。单一控制干预显示物理距离是最有效的策略,耦合措施减少了暴露人群,而实施所有控制措施则降低了易感性和感染率。
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引用次数: 0
Optimal control of susceptible mature pest concerning disease-induced pest-natural enemy system with cost-effectiveness 关于具有成本效益的病虫-天敌系统的易感成熟害虫优化控制
Q2 Mathematics Pub Date : 2024-01-01 DOI: 10.1515/cmb-2023-0120
Kunwer Singh Mathur, Bhagwan Kumar
This article addresses the pressing issue of pest outbreaks in India, which poses significant challenges for farmers and ecologists. A novel system is proposed for effective control that leverages natural enemies. Here, the pests are classified into juveniles and mature individuals, further categorized as susceptible or infected. The study introduces harvesting, incorporating external efforts and natural phenomena, in a pest-epidemic prey–predator system featuring a prey-stage structure. The model reveals three equilibria: trivial, boundary (indicating the absence of natural enemies), and interior equilibria. Notably, the trivial equilibrium is consistently unstable. As demonstrated by stability analysis, the survival or extinction of natural enemies hinges on control variables, including the harvesting rate, disease transmission rate, and natural death rate. Local stability is assessed using the Routh–Hurwitz criterion, while global stability is explored through the Lyapunov method. Furthermore, optimal control theory and Pontryagin’s maximum principle are applied for model optimization, unveiling crucial optimality conditions and determining the optimal harvesting rate for susceptible mature prey. Numerical computations validate theoretical insights, offering valuable guidance for formulating policies that optimize the control of susceptible adult pests within a disease-induced pest-natural enemy system, ensuring sustained cost-effectiveness.
本文探讨了印度虫害爆发这一紧迫问题,它给农民和生态学家带来了重大挑战。文章提出了一种利用天敌进行有效控制的新型系统。在这里,害虫被分为幼虫和成熟个体,并进一步分为易感虫和已感染虫。该研究在一个害虫流行的捕食者-捕食者系统中引入了收获,其中包含外部努力和自然现象,具有捕食阶段结构。该模型揭示了三种平衡态:微不足道的平衡态、边界平衡态(表示没有天敌)和内部平衡态。值得注意的是,微不足道的平衡始终是不稳定的。稳定性分析表明,天敌的生存或灭绝取决于控制变量,包括收获率、疾病传播率和自然死亡率。局部稳定性采用 Routh-Hurwitz 准则进行评估,而全局稳定性则采用 Lyapunov 方法进行探讨。此外,最优控制理论和庞特里亚金最大原则被应用于模型优化,揭示了关键的最优性条件,并确定了易感成熟猎物的最优捕获率。数值计算验证了理论观点,为制定政策提供了宝贵的指导,这些政策可优化病虫害诱发的害虫-天敌系统中易感成虫的控制,确保持续的成本效益。
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引用次数: 0
On building machine learning models for medical dataset with correlated features 为具有相关特征的医学数据集构建机器学习模型
Q2 Mathematics Pub Date : 2024-01-01 DOI: 10.1515/cmb-2023-0124
Debismita Nayak, Sai Lakshmi Radhika Tantravahi
This work builds machine learning models for the dataset generated using a numerical model developed on an idealized human artery. The model has been constructed accounting for varying blood characteristics as it flows through arteries with variable vascular properties, and it is applied to simulate blood flow in the femoral and its continued artery. For this purpose, we designed a pipeline model consisting of three components to include the major segments of the femoral artery: CFA, the common femoral artery and SFA, the superficial artery, and its continued one, the popliteal artery (PA). A notable point of this study is that the features and target variables of the former component pipe form the set of features of the latter, thus resulting in multicollinearity among the features in the third component pipe. Thus, we worked on understanding the effect of these correlated features on the target variables using regularized linear regression models, ensemble, and boosting algorithms. This study highlighted the blood velocity in CFA as the primary influential factor for wall shear stress in both CFA and SFA. Additionally, it established the blood rheology in PA as a significant factor for the same in it. Nevertheless, because the study relies on idealized conditions, these discoveries necessitate thorough clinical validation.
这项研究利用在理想化人体动脉上开发的数值模型,为生成的数据集建立机器学习模型。该模型的构建考虑到了血液在流经具有不同血管特性的动脉时的不同特性,并将其用于模拟股动脉及其连续动脉的血流。为此,我们设计了一个由三个部分组成的管道模型,包括股动脉的主要部分:股总动脉(CFA)、浅动脉(SFA)及其延续动脉腘动脉(PA)。本研究的一个显著特点是,前一个组成管道的特征和目标变量构成了后一个组成管道的特征集,从而导致第三个组成管道的特征之间存在多重共线性。因此,我们使用正则化线性回归模型、集合和提升算法来了解这些相关特征对目标变量的影响。这项研究强调了 CFA 中的血流速度是 CFA 和 SFA 中壁剪应力的主要影响因素。此外,它还确定了 PA 中的血液流变学是影响其相同情况的重要因素。然而,由于该研究依赖于理想化的条件,因此这些发现还需要全面的临床验证。
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引用次数: 0
Assessing the impact of information-induced self-protection on Zika transmission: A mathematical modeling approach 评估信息诱导的自我保护对寨卡病毒传播的影响:数学建模方法
Q2 Mathematics Pub Date : 2024-01-01 DOI: 10.1515/cmb-2023-0123
Manisha, Nidhi, Anuj Kumar
As per the World Health Organization’s (WHO’s) suggestions, personal protection via adopting precautionary measures is one of the most effective control aspects to avoid Zika infection in the absence of suitable medical treatment. This personal protection further can be enhanced and explored by propagating information about disease prevalence. Therefore, in this study, we wish to see the effect of information on Zika transmission by formulating a compartmental mathematical model that quantifies the effect of an individual’s behavioral response as self-protection due to information. Furthermore, the basic reproduction number was calculated using the next-generation matrix technique. The model analysis was carried out to determine the local and global stability properties of equilibrium points. In addition, the model shows the occurrence of forward bifurcation when the reproduction number crosses unity. To understand the impact of various model parameters, we conducted a sensitivity analysis using both the normalized sensitivity index and the partial rank correlation coefficient methods. Moreover, we performed numerical simulations to assess the influence of important parameters on the model’s behavior for Zika prevalence. Our study accentuates that as information-induced self-protection increases, the prevalence of Zika infection will be at a very minimum level, and this observation is in line with WHO suggestions.
根据世界卫生组织(WHO)的建议,在没有适当医疗手段的情况下,通过采取预防措施进行个人保护是避免寨卡病毒感染的最有效控制手段之一。通过宣传疾病流行的信息,可以进一步加强和探索这种个人保护。因此,在本研究中,我们希望通过建立一个分区数学模型,量化个体因信息而产生的自我保护行为反应的效果,从而了解信息对寨卡病毒传播的影响。此外,我们还利用新一代矩阵技术计算了基本繁殖数量。通过模型分析,确定了平衡点的局部和全局稳定性。此外,该模型还显示了当繁殖数越过统一时发生的正向分岔。为了解各种模型参数的影响,我们使用归一化敏感性指数和偏等级相关系数方法进行了敏感性分析。此外,我们还进行了数值模拟,以评估重要参数对寨卡流行率模型行为的影响。我们的研究结果表明,随着信息诱导的自我保护意识的增强,寨卡病毒的感染率将降到最低水平,这一结论与世界卫生组织的建议是一致的。
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引用次数: 0
Mathematical modelling of COVID-19 dynamics using SVEAIQHR model 利用 SVEAIQHR 模型建立 COVID-19 动态数学模型
Q2 Mathematics Pub Date : 2024-01-01 DOI: 10.1515/cmb-2023-0112
Ambalarajan Venkatesh, M. A. Rao, Murugadoss Prakash Raj, Karuppusamy Arun Kumar, D. Vamsi
In this study, we formulate an eight-compartment mathematical model with vaccination as one of the compartments to analyze the dynamics of COVID-19 transmission. We examine the model’s qualitative properties, such as positivity and boundedness of solutions, and stability analysis of the illness-free equilibrium with respect to the basic reproduction number. We estimate ten significant parameters and also compute the magnitude of the basic reproduction number for India by fitting the proposed model to daily confirmed and cumulative confirmed COVID-19 cases in India. Sensitivity analysis with respect to basic reproduction number is conducted, and the main parameters that impact the widespread of disease are determined. We further extend this model to an optimal control problem by including four non-pharmaceutical and pharmaceutical intervention measures as control functions. Our numerical results show that the four control strategy has greater impact than the three control strategies, two control strategies, and single control strategies on reducing the dynamics of COVID-19 transmission.
在本研究中,我们建立了一个八室数学模型,以疫苗接种为其中一室,分析 COVID-19 的传播动态。我们研究了该模型的定性特性,如解的正相关性和有界性,以及无病平衡对基本繁殖数的稳定性分析。我们估算了十个重要参数,并通过对印度每日确诊病例和累计确诊 COVID-19 病例进行拟合,计算出印度基本繁殖数的大小。我们对基本繁殖数进行了敏感性分析,并确定了影响疾病流行的主要参数。我们将四种非药物和药物干预措施作为控制函数,进一步将该模型扩展为优化控制问题。数值结果表明,四种控制策略比三种控制策略、两种控制策略和单一控制策略对降低 COVID-19 传播动态的影响更大。
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引用次数: 0
Influence of media campaigns efforts to control spread of COVID-19 pandemic with vaccination: A modeling study 媒体宣传对通过接种疫苗控制 COVID-19 大流行传播的影响:模型研究
Q2 Mathematics Pub Date : 2024-01-01 DOI: 10.1515/cmb-2023-0107
Sandhya Rani Verma, V. Verma, Rachana Pathak, M. Agarwal, Ram Naresh
The outbreak of coronavirus disease 2019 (COVID-19) has been declared a pandemic by the world health organization on March 11, 2020,. Here, a nonlinear mathematical model is proposed and analyzed to study the spread of coronavirus disease in a human habitat. In modeling the dynamics, the total population is divided into five subclasses: susceptible population, asymptomatic infective population, symptomatic infective population, recovered population, and vaccinated population. It is assumed that the disease is transmitted directly from infectives. It is further assumed that due to the effect of media, susceptible individuals become aware about the disease and avoid contact with the infectives. The analysis of the model is performed using the stability theory of differential equations. Furthermore, conditions that influence the persistence of the system are obtained. We have also conducted numerical simulations to validate the analytical results. The model analysis shows that with an increase in media awareness, the spread of coronavirus disease decreases with a decrease in the number of infective populations.
世界卫生组织已于 2020 年 3 月 11 日宣布 2019 年冠状病毒病(COVID-19)爆发为大流行病。本文提出并分析了一个非线性数学模型,以研究冠状病毒病在人类栖息地的传播。在建立动态模型时,总人口被分为五个子类:易感人群、无症状感染人群、有症状感染人群、康复人群和接种疫苗人群。假定疾病由感染者直接传播。此外,还假设由于媒体的影响,易感人群开始了解该疾病并避免与感染者接触。模型分析采用微分方程的稳定性理论。此外,我们还获得了影响系统持久性的条件。我们还进行了数值模拟,以验证分析结果。模型分析表明,随着媒体认知度的提高,冠状病毒疾病的传播会随着感染人群数量的减少而降低。
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引用次数: 0
Variational multiscale stabilized FEM for cardiovascular flows in complex arterial vessels under magnetic forces 磁力作用下复杂动脉血管中心血管流动的变分多尺度稳定有限元模型
Q2 Mathematics Pub Date : 2024-01-01 DOI: 10.1515/cmb-2023-0118
D. Sahoo, Anil Rathi, B. V. R. Kumar
In this study, we present a variational multiscale stabilized finite element method for steady-state incompressible fluid flow under magnetic forces. In particular, an algebraic approach of approximating the subscales has been considered, and then, the stabilization parameters are derived using Fourier analysis. The proposed scheme is used to trace the blood flow dynamics in complex arterial vessels under multiple pathological conditions. We examine the pressure and stress distribution in addition to the flow pattern to assess the criticality of the diseased condition.
在本研究中,我们提出了磁力作用下稳态不可压缩流体流动的变分多尺度稳定有限元方法。其中,考虑了近似子尺度的代数方法,然后利用傅立叶分析法得出了稳定参数。所提出的方案被用于追踪多种病理条件下复杂动脉血管中的血流动力学。除了流动模式外,我们还研究了压力和应力分布,以评估病变条件的临界性。
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引用次数: 0
Stability analysis of an SIR model with alert class modified saturated incidence rate and Holling functional type-II treatment 具有警戒级修正饱和发生率和Holling功能ii型处理的SIR模型的稳定性分析
Q2 Mathematics Pub Date : 2023-01-01 DOI: 10.1515/cmb-2022-0145
Shivram Sharma, P. Sharma
Abstract This study discusses an SIR epidemic model with modified saturated incidence rates and Holling functional type-II therapy. In this study, we take the new alert compartment (A) in the SIR compartment model. Consider the modified non-linear incidence rate from the susceptible to the infected class and the second non-linear incidence rate from the alert to the infected class. Further, we investigate the elementary reproduction number, the equilibrium points of the model, and their stability. We apply manifold theory to discuss bifurcations of the disease-free equilibrium point. This study shows that the infected population decreases with the Holling functional type II treatment rate. It also shows that the number of infected people decreases when the psychological rate increases and the contact rate decreases.
摘要本研究讨论了一个修正饱和发病率和Holling功能ii型治疗的SIR流行病模型。在本研究中,我们采用SIR隔室模型中的新警报隔室(A)。考虑从易感人群到感染人群的修正非线性发病率和从警戒人群到感染人群的第二次非线性发病率。进一步研究了模型的初等再现数、平衡点及其稳定性。应用流形理论讨论了无病平衡点的分岔问题。本研究表明,感染人群随着Holling功能II型治疗率的降低而减少。研究还表明,随着心理率的增加和接触率的降低,感染人数也会减少。
{"title":"Stability analysis of an SIR model with alert class modified saturated incidence rate and Holling functional type-II treatment","authors":"Shivram Sharma, P. Sharma","doi":"10.1515/cmb-2022-0145","DOIUrl":"https://doi.org/10.1515/cmb-2022-0145","url":null,"abstract":"Abstract This study discusses an SIR epidemic model with modified saturated incidence rates and Holling functional type-II therapy. In this study, we take the new alert compartment (A) in the SIR compartment model. Consider the modified non-linear incidence rate from the susceptible to the infected class and the second non-linear incidence rate from the alert to the infected class. Further, we investigate the elementary reproduction number, the equilibrium points of the model, and their stability. We apply manifold theory to discuss bifurcations of the disease-free equilibrium point. This study shows that the infected population decreases with the Holling functional type II treatment rate. It also shows that the number of infected people decreases when the psychological rate increases and the contact rate decreases.","PeriodicalId":34018,"journal":{"name":"Computational and Mathematical Biophysics","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47588824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Computational and Mathematical Biophysics
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