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Stochastic optimal control model for COVID-19: mask wearing and active screening/testing COVID-19 的随机优化控制模型:佩戴口罩和主动筛查/测试
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-30 DOI: 10.1007/s12190-024-02220-2
Mohcine El Baroudi, Hassan Laarabi, Samira Zouhri, Mostafa Rachik, Abdelhadi Abta

The main objective of this article is to study the effectiveness of wearing masks and implementing active screening and testing to contain the spread of COVID-19 during stages when the disease has already started to spread. This work innovates by focusing on the basic measures of mask use and active screening and testing, which are frequently overlooked in the literature in favor of more expensive interventions like travel bans and vaccinations. We study their effectiveness and determine the optimal way to implement them. To achieve this goal, we develop a stochastic SEIR model that includes four populations: susceptible, exposed, infected, and recovered individuals. We integrate two control functions into the model to represent mask-wearing and active screening and testing interventions. Using an adapted formulation of Pontryagin’s maximum principle suitable for the stochastic context, we aim to find the optimal approach to implementing these controls. We combine the Forward-Backward Sweep Method (FBSM) with a special Runge–Kutta scheme for stochastic differential equations to solve the optimality system for our stochastic optimal control problem. Our study demonstrates that even when the disease has begun to spread, using both mask-wearing and active screening and testing can lead to significant reductions in the numbers of exposed and infected individuals, offering a cost-effective strategy for countries with limited resources.

本文的主要目的是研究在 COVID-19 已经开始传播的阶段,佩戴口罩并实施积极筛查和检测以遏制其传播的有效性。这项工作的创新之处在于将重点放在了使用口罩和积极筛查与检测这些基本措施上,而这些措施在文献中经常被忽视,反而被更昂贵的干预措施(如旅行禁令和疫苗接种)所取代。我们研究了这些措施的有效性,并确定了实施这些措施的最佳方法。为了实现这一目标,我们建立了一个随机 SEIR 模型,其中包括四个人群:易感人群、暴露人群、感染人群和康复人群。我们在模型中加入了两个控制函数,分别代表戴口罩和主动筛查与检测干预措施。利用适合随机环境的庞特里亚金最大原则的改编公式,我们旨在找到实施这些控制的最佳方法。我们将前向-后向扫频方法(FBSM)与随机微分方程的特殊 Runge-Kutta 方案相结合,求解随机优化控制问题的最优系统。我们的研究表明,即使在疾病已经开始传播的情况下,同时采用戴口罩和主动筛查与检测的方法也能显著减少暴露和感染人数,为资源有限的国家提供了一种经济有效的策略。
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引用次数: 0
Lyapunov-type inequality for higher order nonlinear time scale systems with anti-periodic boundary conditions 具有反周期边界条件的高阶非线性时标系统的李亚普诺夫型不等式
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-27 DOI: 10.1007/s12190-024-02221-1
Xin Wu, Taixiang Sun

In this paper, an anti-periodic boundary value problem for a class of higher order nonlinear time scale systems is studied. Based on the method of mathematical analysis and some inequality techniques, we construct a new Lyapunov-type inequality. Finally, we give some applications to illustrate the importance of our results.

本文研究了一类高阶非线性时标系统的反周期边界值问题。基于数学分析方法和一些不等式技术,我们构建了一个新的 Lyapunov 型不等式。最后,我们给出了一些应用来说明我们结果的重要性。
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引用次数: 0
Solving a class of two dimensional optimal control problem for fractional order differential systems involving fractal-fractional derivatives 解决一类涉及分数-分数导数的分数阶微分系统的二维最优控制问题
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-26 DOI: 10.1007/s12190-024-02214-0
Ali Imani, Saeed Nezhadhosein, Habibollah Saeedi

In this paper, an operational method based on Chelyshkov polynomials is used for solving a class of two dimensional optimal control problem for fractional order differential system involving fractal-fractional derivatives. The operational matrix of the corresponding fractional integration operator is calculated. First, the control signal and the differential of the state signals are approximated with unknown coefficients by orthogonal basis. Next, by replacing the approximate signals in objective functions, using two dimensional Gauss–Legendre quadrature rule and necessary optimal conditions the main problem is converted to a system of algebraic equations, which can be solved easily. Theoretically, the convergence analysis of the proposed method is stated. Moreover, to demonstrate the efficiency of the method, three test problems solved.

本文采用了一种基于切利什科夫多项式的运算方法,用于求解一类涉及分数-分数导数的分数阶微分系统的二维最优控制问题。计算了相应分数积分算子的运算矩阵。首先,控制信号和状态信号的差分用未知系数通过正交基近似。然后,将目标函数中的近似信号进行替换,利用二维高斯-列根得尔正交法则和必要的最优条件,将主问题转换为代数方程系统,从而轻松求解。从理论上阐述了所提方法的收敛性分析。此外,为了证明该方法的效率,还解决了三个测试问题。
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引用次数: 0
A parameter uniform numerical method for 2D singularly perturbed elliptic differential-difference equations 二维奇异扰动椭圆微分差分方程的参数统一数值方法
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-20 DOI: 10.1007/s12190-024-02203-3
Garima, Komal Bansal, Kapil K. Sharma

The objective of this article is to develop and analyze a parameter uniform numerical method for solving 2D singularly perturbed elliptic convection-diffusion differential-difference equations. The previous studies in this area have mainly focused on cases involving small shifts, but practical scenarios may involve shifts of arbitrary sizes, both larger and smaller. Despite this, the 2D singularly perturbed elliptic differential-difference equations involving shifts of arbitrary sizes have remained unsolved. To address this challenge, a fitted operator finite difference method is developed on a special equidistant mesh that ensures the nodal point coincides with the shifts after discretization.. The scheme is rigorously analyzed to prove parameter uniform a priori error estimate in (L_{infty }) norm. To illustrate the theoretical findings, we provide numerical results and implement numerical experiments to investigate the effect of shifts on the solution.

本文旨在开发和分析一种用于求解二维奇异扰动椭圆对流扩散微分差分方程的参数统一数值方法。以往在这一领域的研究主要集中在涉及微小位移的情况,但实际情况可能涉及任意大小的位移,既有较大位移,也有较小位移。尽管如此,涉及任意大小位移的二维奇异扰动椭圆微分差分方程仍未得到解决。为了应对这一挑战,我们在特殊等距网格上开发了一种拟合算子有限差分法,确保离散化后的结点与位移重合。对该方案进行了严格的分析,证明了在(L_{infty }) 规范下参数统一的先验误差估计。为了说明理论结论,我们提供了数值结果,并通过数值实验研究了偏移对求解的影响。
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引用次数: 0
Numerous bounds and significance of the Sombor index in fuzzy graph 模糊图中 Sombor 指数的无数界限和意义
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-17 DOI: 10.1007/s12190-024-02217-x
Biswajit Some, Sourav Mondal, Anita Pal

The topological index is a useful tool in mathematical chemistry that connects a numerical value to a network structure. The Sombor index is well-known for establishing such connections. This work presents the generalization of the Sombor index from a fuzzy point of view. We introduce the Sombor index for fuzzy graphs ((SO(FG))). Some crucial bounds of (SO(FG)) are established for numerous graph operations, including Cartesian product, composition, join, and union. In addition, we find the relationship between the Sombor index and other topological indices. Moreover, we present an application of the Sombor index for fuzzy graphs to identify the most alarming type of cancer in India, which clearly justifies the generalization of the Sombor index.

拓扑指数是数学化学中的一种有用工具,它将数值与网络结构联系起来。桑布尔指数是建立这种联系的著名指数。本研究从模糊的角度对松博指数进行了概括。我们引入了模糊图的桑博指数((SO(FG)))。针对许多图操作,包括笛卡尔积、组合、连接和联合,建立了 (SO(FG)) 的一些关键边界。此外,我们还发现了松博指数与其他拓扑指数之间的关系。此外,我们还介绍了模糊图的 Sombor 指数在识别印度最令人担忧的癌症类型中的应用,这清楚地证明了 Sombor 指数的通用性。
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引用次数: 0
An interpretation of second-order neighborhood Harmonic index 二阶邻域谐波指数的解释
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-16 DOI: 10.1007/s12190-024-02213-1
A. Bharali, Monjit Chamua, Jibonjyoti Buragohain, Tarun Boruah

Abstract

The Topological index serves as a powerful mathematical descriptor, capturing the intricate structural features of molecules and providing insightful analysis in the field of chemical sciences. This communication studies the higher-order Neighborhood Harmonic index ((NH_{alpha })) and presents an alternative perspective on the correlation of the second-order Neighborhood Harmonic index ((NH_{2})) with the normal boiling point of straight-chain Alkanes and Octane Isomers. Based on the findings of this study, it can be observed that with an increase in the molecular weight of an straight-chain alkane, there is a concurrent elevation in both the normal boiling point and the collective involvement of (NH_{2}) along all conceivable internal C–C–C routes. As all the isomers of Octane possess the same molecular weights, we first categorize the isomers into distinct groups and then establish a meaningful connection with their respective normal boiling points. In case of normal boiling point (computed using modified Frost-Kalkwarf equation), it is found that, the proposed index i.e., Second-Order Neighborhood Harmonic index has good predictive ability with a probability of (90%) for absolute relative errors of less than (6.29%). Further, some important mathematical properties of the ((NH_{2})) are also presented in the paper.

Graphical abstract

摘要拓扑指数是一种强大的数学描述符,它捕捉了分子错综复杂的结构特征,并在化学科学领域提供了富有洞察力的分析。本文研究了高阶邻域谐波指数((NH_{alpha }),并从另一个角度探讨了二阶邻域谐波指数((NH_{2})与直链烷烃和辛烷异构体的正常沸点的相关性。根据这项研究的结果,我们可以发现,随着直链烷烃分子量的增加,正常沸点和 (NH_{2}) 沿所有可想象的内部 C-C-C 路线的集体参与都会同时升高。由于正辛烷的所有异构体都具有相同的分子量,我们首先将这些异构体分为不同的组别,然后将它们与各自的常沸点建立有意义的联系。在正常沸点方面(使用改进的弗罗斯特-卡尔克沃夫方程计算),我们发现所提出的指数,即二阶邻近谐波指数具有良好的预测能力,绝对相对误差小于(6.29%)时的概率为(90%)。此外,本文还介绍了((NH_{2}))的一些重要数学特性。
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引用次数: 0
Single machine group scheduling jobs with resource allocations subject to unrestricted due date assignments 单机组调度作业,资源分配不受限于到期日分配
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-14 DOI: 10.1007/s12190-024-02216-y
Xuyin Wang, Weiguo Liu

This paper investigates the single machine group scheduling with unrestricted (different) due date assignments and resource allocations (controllable processing times). The resource allocations mean that the actual job processing times are convex decreasing function of their consumption of resources. To solve the general problem of minimizing the weighted sum of earliness, tardiness, due date assignment cost and resource consumption cost (the weights are job-dependent weights), we propose lower and upper bounds to speed up the search process of the branch-and-bound algorithm. To solve this problem quickly and accurately, we also propose a heuristic algorithm. Computational results are tested to evaluate the performance of the algorithms.

本文研究了不受限制(不同)的到期日分配和资源分配(可控处理时间)的单机组调度。资源分配意味着实际作业处理时间是其资源消耗的凸递减函数。为了解决最小化提前率、迟到率、到期日分配成本和资源消耗成本的加权和(权重为作业相关权重)这一一般问题,我们提出了下限和上限,以加快分支-约束算法的搜索过程。为了快速准确地解决这个问题,我们还提出了一种启发式算法。我们对计算结果进行了测试,以评估算法的性能。
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引用次数: 0
Minimization problem solvable by weighted m-weak group inverse 可通过加权 m 弱群逆求解的最小化问题
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-13 DOI: 10.1007/s12190-024-02215-z
Dijana Mosić, Predrag S. Stanimirović, Lev A. Kazakovtsev

The first point of this research is to develop several representations for the weighted m-weak group inverse. Secondly, we consider the minimization problem (min Vert W(AW)^{m+1}X-(WA)^mBVert _F), (mge 1) in the Frobenius norm, subject to constraint (mathcal{R}(X)subseteq mathcal{R}((AW)^k)), where the exponent k is defined as the maximum between indices of AW and WA. The solution is expressed in terms of weighted m-weak group inverse. Particular settings of obtained results recover several known results in the literature. A representation in the form of an appropriate outer inverse of WAW with given image and kernel is obtained.

这项研究的第一点是为加权 m 弱群逆建立几个表示法。其次,我们考虑最小化问题 (min Vert W(AW)^{m+1}X-(WA)^mBVert _F), (mge 1) in the Frobenius norm, subject to constraint (mathcal{R}(X)subseteq mathcal{R}((AW)^k)), 其中指数 k 被定义为 AW 和 WA 的指数之间的最大值。解用加权 m 弱群逆表示。所获结果的特定设置恢复了文献中的几个已知结果。在给定图像和核的情况下,可以用适当的 WAW 外逆形式表示。
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引用次数: 0
Mathematical modeling of local balance in signed networks and its applications to global international analysis 签约网络局部平衡的数学建模及其在全球国际分析中的应用
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-09 DOI: 10.1007/s12190-024-02204-2
Fernando Diaz-Diaz, Paolo Bartesaghi, Ernesto Estrada

Alliances and conflicts in social, political and economic relations can be represented by positive and negative edges in signed networks. A cycle is said to be positive if the product of its edge signs is positive, otherwise it is negative. Then, a signed network is balanced if and only if all its cycles are positive. An index characterizing how much a signed network deviates from being balanced is known as a global balance index. Here we give a step forward in the characterization of signed networks by defining a local balance index, which characterizes how much a given vertex of a signed network contributes to its global balance. We analyze the mathematical foundations and unique structural properties of this index. Then, we apply this index to the study of the evolution of international relations in the globe for the period 1816–2014. In this way we detect and categorize major historic events based on balance fluctuations, helping our understanding towards new mixed approaches to history based on network theory.

社会、政治和经济关系中的联盟和冲突可以用符号网络中的正边和负边来表示。如果一个循环的边符号乘积为正,则该循环为正循环,否则为负循环。因此,当且仅当一个有符号网络的所有循环都是正循环时,该网络才是平衡的。表征有符号网络偏离平衡程度的指数被称为全局平衡指数。在这里,我们通过定义局部平衡指数,在有符号网络的表征方面向前迈进了一步。局部平衡指数表征了有符号网络中给定顶点对其全局平衡的贡献程度。我们分析了这一指数的数学基础和独特的结构特性。然后,我们将该指数用于研究 1816-2014 年间全球国际关系的演变。这样,我们就能根据平衡波动发现重大历史事件并对其进行分类,从而帮助我们理解基于网络理论的新混合历史方法。
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引用次数: 0
A new method for the solution of nth order linear differential equations using m-polar fuzzy model 利用多极模糊模型求解 n 次线性微分方程的新方法
IF 2.2 3区 数学 Q1 MATHEMATICS Pub Date : 2024-08-07 DOI: 10.1007/s12190-024-02207-z
Muhammad Waheed Iqbal, Adeel Farooq, Muhammad Yousaf Bhatti

An m-polar fuzzy set model is a mathematical tool for dealing with uncertainty in multipolar data. This paper extensively investigates the use of the eigenvalue-eigenvector approach to solve nth order differential equations with distinctive m-polar fuzzy initial conditions. It digs further into three different eigenvalue scenarios using this strategy. Given that we are working with m-polar fuzzy numbers, the solution is a fuzzy number encompassing each component. Furthermore, the methodology is explained through a variety of examples to aid readers in understanding the principles. Moreover, the graphical presentation of the solution is also provided.

多极模糊集模型是处理多极数据不确定性的数学工具。本文广泛研究了如何利用特征值-特征向量方法来求解具有独特 m 极模糊初始条件的 n 次微分方程。本文进一步探讨了使用这一策略的三种不同特征值方案。鉴于我们使用的是多极模糊数,因此解法是一个包含每个分量的模糊数。此外,我们还通过各种实例解释了这一方法,以帮助读者理解其原理。此外,我们还提供了解决方案的图形展示。
{"title":"A new method for the solution of nth order linear differential equations using m-polar fuzzy model","authors":"Muhammad Waheed Iqbal, Adeel Farooq, Muhammad Yousaf Bhatti","doi":"10.1007/s12190-024-02207-z","DOIUrl":"https://doi.org/10.1007/s12190-024-02207-z","url":null,"abstract":"<p>An <i>m</i>-polar fuzzy set model is a mathematical tool for dealing with uncertainty in multipolar data. This paper extensively investigates the use of the eigenvalue-eigenvector approach to solve <i>n</i>th order differential equations with distinctive <i>m</i>-polar fuzzy initial conditions. It digs further into three different eigenvalue scenarios using this strategy. Given that we are working with <i>m</i>-polar fuzzy numbers, the solution is a fuzzy number encompassing each component. Furthermore, the methodology is explained through a variety of examples to aid readers in understanding the principles. Moreover, the graphical presentation of the solution is also provided.\u0000</p>","PeriodicalId":15034,"journal":{"name":"Journal of Applied Mathematics and Computing","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141937892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
期刊
Journal of Applied Mathematics and Computing
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