首页 > 最新文献

Mathematical and Computer Modelling of Dynamical Systems最新文献

英文 中文
Determination of 3D near fault seismic behaviour of Oroville earth fill dam using burger material model and free field-quiet boundary conditions 利用burger材料模型和自由场-静边界条件确定Oroville土坝近断层三维地震行为
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2022-02-27 DOI: 10.1080/13873954.2022.2033274
M. Karalar, Murat Çavuşlu
ABSTRACT In this study, the three-dimensional (3D) near-fault earthquake performance of the Oroville dam is examined considering a special material model and various seismic boundary conditions. The 3D finite-difference model of the Oroville EF dam is modeled using the finite difference method. Burger Creep (BC) material model is utilized for the foundation and dam body materials. Special interface elements are taken into account between the dam body and foundation. Fix, free field, and quiet seismic boundary conditions are considered for 3D nonlinear earthquake analyses. Total six various strong near-fault earthquakes are used in the 3D analyses. According to the non-linear earthquake analyses, principal stresses, horizontal and vertical displacements for three nodal points are assessed in detail and numerical results are compared for reflecting and non-reflecting seismic boundary conditions. It is clearly understood that seismic boundary conditions should not be utilized randomly for 3D modeling and analysis of EF dams.
摘要在考虑特殊材料模型和各种地震边界条件的情况下,研究了奥罗维尔大坝的三维近断层地震性能。采用有限差分法建立了奥罗维尔EF坝的三维有限差分模型。基础和坝体材料采用Burger Creep (BC)材料模型。坝体与基础之间考虑了特殊的界面元素。三维非线性地震分析考虑了固定、自由场和安静地震边界条件。三维分析共使用了6次不同的近断层强地震。根据非线性地震分析,详细计算了三个节点的主应力、水平和垂直位移,并对反射和非反射地震边界条件下的数值结果进行了比较。明确地认识到,地震边界条件不应该随机地用于EF坝的三维建模和分析。
{"title":"Determination of 3D near fault seismic behaviour of Oroville earth fill dam using burger material model and free field-quiet boundary conditions","authors":"M. Karalar, Murat Çavuşlu","doi":"10.1080/13873954.2022.2033274","DOIUrl":"https://doi.org/10.1080/13873954.2022.2033274","url":null,"abstract":"ABSTRACT In this study, the three-dimensional (3D) near-fault earthquake performance of the Oroville dam is examined considering a special material model and various seismic boundary conditions. The 3D finite-difference model of the Oroville EF dam is modeled using the finite difference method. Burger Creep (BC) material model is utilized for the foundation and dam body materials. Special interface elements are taken into account between the dam body and foundation. Fix, free field, and quiet seismic boundary conditions are considered for 3D nonlinear earthquake analyses. Total six various strong near-fault earthquakes are used in the 3D analyses. According to the non-linear earthquake analyses, principal stresses, horizontal and vertical displacements for three nodal points are assessed in detail and numerical results are compared for reflecting and non-reflecting seismic boundary conditions. It is clearly understood that seismic boundary conditions should not be utilized randomly for 3D modeling and analysis of EF dams.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"28 1","pages":"55 - 77"},"PeriodicalIF":1.9,"publicationDate":"2022-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43156709","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 7
A port-Hamiltonian formulation of coupled heat transfer 耦合传热的端口哈密顿公式
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2022-02-27 DOI: 10.1080/13873954.2022.2038637
Jens Jäschke, M. Ehrhardt, M. Günther, B. Jacob
ABSTRACT Heat transfer and cooling solutions play an important role in the design of gas turbine blades. However, the underlying mathematical coupling structures have not been thoroughly investigated. In this work, the port-Hamiltonian formalism is applied to the conjugate heat transfer problem in gas turbine blades. A mathematical model based on common engineering simplifications is constructed and further simplified to reduce complexity and focus on the coupling structures of interest. The model is then cast as a port-Hamiltonian system and examined for stability and well posedness.
传热与冷却方案在燃气轮机叶片设计中占有重要地位。然而,潜在的数学耦合结构尚未得到彻底的研究。本文将端口-哈密顿形式应用于燃气轮机叶片的共轭传热问题。建立了一个基于通用工程简化的数学模型,并对其进行了进一步简化,以降低复杂性并关注感兴趣的耦合结构。然后将该模型转换为一个波特-哈密顿系统,并检查其稳定性和适定性。
{"title":"A port-Hamiltonian formulation of coupled heat transfer","authors":"Jens Jäschke, M. Ehrhardt, M. Günther, B. Jacob","doi":"10.1080/13873954.2022.2038637","DOIUrl":"https://doi.org/10.1080/13873954.2022.2038637","url":null,"abstract":"ABSTRACT Heat transfer and cooling solutions play an important role in the design of gas turbine blades. However, the underlying mathematical coupling structures have not been thoroughly investigated. In this work, the port-Hamiltonian formalism is applied to the conjugate heat transfer problem in gas turbine blades. A mathematical model based on common engineering simplifications is constructed and further simplified to reduce complexity and focus on the coupling structures of interest. The model is then cast as a port-Hamiltonian system and examined for stability and well posedness.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"28 1","pages":"78 - 94"},"PeriodicalIF":1.9,"publicationDate":"2022-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46778195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 4
Modelling health impacts of hepatitis – model selection and treatment plans 肝炎对健康影响的建模——模型选择和治疗计划
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2022-02-08 DOI: 10.1080/13873954.2021.2020296
C. Reisch
ABSTRACT Hepatitis B and C are viruses causing liver infections and resulting in grave secondary diseases. While there are different treatments for chronic liver infections, the process of evolving chronic diseases is still not fully understood. This paper presents an economic-inspired model for the overall health of an infected organism. The health model is based on the results of a reaction diffusion model for describing the space-dependent dynamics of virus and T cells during a liver infection. The different treatments affect the parameters of the reaction diffusion model and influence therefore the well-being of the infected person during an infection. The health model is selected in a detailed process out of a class of possible models. The presented work provides a foundation for an optimal control problem for finding the best treatment strategy.
摘要乙型肝炎和丙型肝炎是导致肝脏感染并导致严重继发性疾病的病毒。虽然慢性肝脏感染有不同的治疗方法,但慢性疾病的演变过程仍不完全清楚。本文提出了一个受感染生物体整体健康的经济学模型。健康模型基于反应扩散模型的结果,用于描述肝脏感染期间病毒和T细胞的空间依赖性动力学。不同的治疗影响反应扩散模型的参数,并因此影响感染者在感染期间的健康状况。健康模型是在一类可能的模型中的详细过程中选择的。所提出的工作为寻找最佳处理策略的最优控制问题提供了基础。
{"title":"Modelling health impacts of hepatitis – model selection and treatment plans","authors":"C. Reisch","doi":"10.1080/13873954.2021.2020296","DOIUrl":"https://doi.org/10.1080/13873954.2021.2020296","url":null,"abstract":"ABSTRACT Hepatitis B and C are viruses causing liver infections and resulting in grave secondary diseases. While there are different treatments for chronic liver infections, the process of evolving chronic diseases is still not fully understood. This paper presents an economic-inspired model for the overall health of an infected organism. The health model is based on the results of a reaction diffusion model for describing the space-dependent dynamics of virus and T cells during a liver infection. The different treatments affect the parameters of the reaction diffusion model and influence therefore the well-being of the infected person during an infection. The health model is selected in a detailed process out of a class of possible models. The presented work provides a foundation for an optimal control problem for finding the best treatment strategy.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"28 1","pages":"28 - 54"},"PeriodicalIF":1.9,"publicationDate":"2022-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49598632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 1
Autonomous navigation of ships by combining optimal trajectory planning with informed graph search 最优轨迹规划与知情图搜索相结合的船舶自主导航
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2022-02-03 DOI: 10.1080/13873954.2021.2007138
Luis Lüttgens, B. Jurgelucks, Heinrich Wernsing, S. Roy, C. Büskens, K. Flaßkamp
ABSTRACT Autonomous trajectory generation plays an essential role in the navigation of vehicles in space as well as in terrestrial scenarios, i.e. in the air, on solid ground, or water. For the latter, the navigation of ships in ports has specific challenges since ship dynamics are highly nonlinear with limited agility, while the manoeuvre space in ports is limited. Nevertheless, for providing support to humanly designed control strategies, autonomously generated trajectories have not only to be feasible, i.e. collision-free but shall also be optimal with respect to manoeuvre time and control effort. This article presents a novel approach to autonomous trajectory planning on the basis of precomputed and connectable trajectory segments, the so-called motion primitives, and an A*-search algorithm. Sequences of motion primitives provide an initial guess for a subsequent optimization by which optimal trajectories are found even in terrains with many obstacles. We illustrate the approach with different navigation scenarios.
自主轨迹生成在飞行器的空间导航以及地面场景(即空中、固体地面或水中)中起着至关重要的作用。对于后者,船舶在港口的航行具有特殊的挑战,因为船舶动力学是高度非线性的,具有有限的敏捷性,而港口的操纵空间是有限的。然而,为了支持人为设计的控制策略,自主生成的轨迹不仅要可行,即无碰撞,而且要在机动时间和控制努力方面是最优的。本文提出了一种基于预计算和可连接轨迹段的自主轨迹规划新方法,即所谓的运动原语和a *搜索算法。运动原语序列为后续的优化提供了一个初步的猜测,通过该猜测,即使在有许多障碍物的地形中也能找到最优轨迹。我们用不同的导航场景来说明这种方法。
{"title":"Autonomous navigation of ships by combining optimal trajectory planning with informed graph search","authors":"Luis Lüttgens, B. Jurgelucks, Heinrich Wernsing, S. Roy, C. Büskens, K. Flaßkamp","doi":"10.1080/13873954.2021.2007138","DOIUrl":"https://doi.org/10.1080/13873954.2021.2007138","url":null,"abstract":"ABSTRACT Autonomous trajectory generation plays an essential role in the navigation of vehicles in space as well as in terrestrial scenarios, i.e. in the air, on solid ground, or water. For the latter, the navigation of ships in ports has specific challenges since ship dynamics are highly nonlinear with limited agility, while the manoeuvre space in ports is limited. Nevertheless, for providing support to humanly designed control strategies, autonomously generated trajectories have not only to be feasible, i.e. collision-free but shall also be optimal with respect to manoeuvre time and control effort. This article presents a novel approach to autonomous trajectory planning on the basis of precomputed and connectable trajectory segments, the so-called motion primitives, and an A*-search algorithm. Sequences of motion primitives provide an initial guess for a subsequent optimization by which optimal trajectories are found even in terrains with many obstacles. We illustrate the approach with different navigation scenarios.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"28 1","pages":"1 - 27"},"PeriodicalIF":1.9,"publicationDate":"2022-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43859391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 3
Can we replicate real human behaviour using artificial neural networks? 我们能用人工神经网络复制真实的人类行为吗?
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-07-09 DOI: 10.1080/13873954.2022.2039717
G. Jäger, D. Reisinger
ABSTRACT Agent-based modelling is a powerful tool when simulating human systems, yet when human behaviour cannot be described by simple rules or maximizing one’s own profit, we quickly reach the limits of this methodology. Machine learning has the potential to bridge this gap by providing a link between what people observe and how they act in order to reach their goal. In this paper we use a framework for agent-based modelling that utilizes human values like fairness, conformity and altruism. Using this framework we simulate a public goods game and compare to experimental results. We can report good agreement between simulation and experiment and furthermore find that the presented framework outperforms strict reinforcement learning. Both the framework and the utility function are generic enough that they can be used for arbitrary systems, which makes this method a promising candidate for a foundation of a universal agent-based model.
摘要:基于Agent的建模是模拟人类系统的强大工具,但当人类行为不能用简单的规则或最大化自身利润来描述时,我们很快就会达到这种方法的极限。机器学习有可能通过在人们的观察和行动之间建立联系来弥合这一差距,从而达到目标。在本文中,我们使用了一个基于代理的建模框架,该框架利用了公平、一致和利他主义等人类价值观。使用这个框架,我们模拟了一个公共产品游戏,并与实验结果进行了比较。我们可以报告模拟和实验之间的良好一致性,并且进一步发现所提出的框架优于严格的强化学习。该框架和效用函数都足够通用,可以用于任意系统,这使得该方法成为一种很有前途的基于通用代理的模型基础。
{"title":"Can we replicate real human behaviour using artificial neural networks?","authors":"G. Jäger, D. Reisinger","doi":"10.1080/13873954.2022.2039717","DOIUrl":"https://doi.org/10.1080/13873954.2022.2039717","url":null,"abstract":"ABSTRACT Agent-based modelling is a powerful tool when simulating human systems, yet when human behaviour cannot be described by simple rules or maximizing one’s own profit, we quickly reach the limits of this methodology. Machine learning has the potential to bridge this gap by providing a link between what people observe and how they act in order to reach their goal. In this paper we use a framework for agent-based modelling that utilizes human values like fairness, conformity and altruism. Using this framework we simulate a public goods game and compare to experimental results. We can report good agreement between simulation and experiment and furthermore find that the presented framework outperforms strict reinforcement learning. Both the framework and the utility function are generic enough that they can be used for arbitrary systems, which makes this method a promising candidate for a foundation of a universal agent-based model.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"28 1","pages":"95 - 109"},"PeriodicalIF":1.9,"publicationDate":"2021-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44931511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 2
Mathematical Modelling of Non-Linear Transient Long Waves by using Finite Element Method in an Irregular Shaped Harbour 不规则港口非线性瞬态长波的有限元数学建模
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-01-02 DOI: 10.1080/13873954.2021.1973510
Sukhwinder Kaur, P. Kumar, Rajni
ABSTRACT Extreme waves significantly affect the coastal structures, activities, and population. Therefore, investigation of extreme wave impact on coastal regions is essential. In this study, a mathematical model is presented to analyse the impact of transient long waves on coastal structures. The mathematical model is constructed based on the Boussinesq equation (BE) with variable water depth including dispersion properties. The numerical solution of BE is constructed by using FEM. The present numerical model is validated through the existing study of Lepelletier (1981) and convergence analysis is also conducted to determine the convergence rate. The present FEM model is implemented on realistic Paradip port, Odisha, India to determine the wave amplitude at various record stations. In addition, the impact of incident waves with angular variation is analysed in the Paradip port. The causes and countermeasures have been proposed based on the simulation results to improve the resonance in the port.
摘要:极端海浪对海岸结构、活动和人口产生重大影响。因此,研究极端波浪对沿海地区的影响至关重要。在本研究中,提出了一个数学模型来分析瞬态长波对海岸结构的影响。该数学模型是基于Boussinesq方程(BE)构建的,该方程具有包括分散特性的可变水深。利用有限元法构造了BE的数值解。通过Lepelletier(1981)的现有研究验证了现有的数值模型,并进行了收敛性分析以确定收敛速度。目前的有限元模型是在印度奥迪沙的Paradip港口上实现的,以确定不同记录站的波幅。此外,还分析了入射波随角度变化对Paradip港口的影响,并根据模拟结果提出了改善港口共振的原因和对策。
{"title":"Mathematical Modelling of Non-Linear Transient Long Waves by using Finite Element Method in an Irregular Shaped Harbour","authors":"Sukhwinder Kaur, P. Kumar, Rajni","doi":"10.1080/13873954.2021.1973510","DOIUrl":"https://doi.org/10.1080/13873954.2021.1973510","url":null,"abstract":"ABSTRACT Extreme waves significantly affect the coastal structures, activities, and population. Therefore, investigation of extreme wave impact on coastal regions is essential. In this study, a mathematical model is presented to analyse the impact of transient long waves on coastal structures. The mathematical model is constructed based on the Boussinesq equation (BE) with variable water depth including dispersion properties. The numerical solution of BE is constructed by using FEM. The present numerical model is validated through the existing study of Lepelletier (1981) and convergence analysis is also conducted to determine the convergence rate. The present FEM model is implemented on realistic Paradip port, Odisha, India to determine the wave amplitude at various record stations. In addition, the impact of incident waves with angular variation is analysed in the Paradip port. The causes and countermeasures have been proposed based on the simulation results to improve the resonance in the port.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"27 1","pages":"411 - 428"},"PeriodicalIF":1.9,"publicationDate":"2021-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46862277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Approximating the solution of the discharging process in a domestic hot water storage tank 生活热水储罐排放过程的近似求解
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-01-02 DOI: 10.1080/13873954.2021.1887277
F. Müller
ABSTRACT In this article a new approximation procedure for the temperature during the discharging process in a domestic hot water storage tank is developed. The main idea of this procedure is the mathematical description of the dynamic behaviour of a boundary layer that appears inside the storage tank. This leads to an approximate solution of a simple structure but a high accuracy throughout the whole discharging process for the temperature distribution inside the storage tank. For validation the approximate solution is compared with the exact solution that is constructed with help of generalized Fourier coefficients and a numerical solution that is obtained by a semi-discretization method. Adapting the method leads also to an approximation procedure for charging processes.
摘要:本文提出了一种新的生活热水储罐排放过程温度的近似计算方法。这个过程的主要思想是对出现在储罐内的边界层的动态行为进行数学描述。这使得储罐内部温度分布的近似解结构简单,但在整个排料过程中精度很高。为了验证该近似解与利用广义傅里叶系数构造的精确解以及用半离散方法得到的数值解进行了比较。对该方法进行调整,还可以得到充电过程的近似过程。
{"title":"Approximating the solution of the discharging process in a domestic hot water storage tank","authors":"F. Müller","doi":"10.1080/13873954.2021.1887277","DOIUrl":"https://doi.org/10.1080/13873954.2021.1887277","url":null,"abstract":"ABSTRACT In this article a new approximation procedure for the temperature during the discharging process in a domestic hot water storage tank is developed. The main idea of this procedure is the mathematical description of the dynamic behaviour of a boundary layer that appears inside the storage tank. This leads to an approximate solution of a simple structure but a high accuracy throughout the whole discharging process for the temperature distribution inside the storage tank. For validation the approximate solution is compared with the exact solution that is constructed with help of generalized Fourier coefficients and a numerical solution that is obtained by a semi-discretization method. Adapting the method leads also to an approximation procedure for charging processes.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"27 1","pages":"141 - 161"},"PeriodicalIF":1.9,"publicationDate":"2021-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/13873954.2021.1887277","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47148548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Crop prediction based on soil and environmental characteristics using feature selection techniques 利用特征选择技术进行基于土壤和环境特征的作物预测
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-01-02 DOI: 10.1080/13873954.2021.1882505
A. Suruliandi, G. Mariammal, S. Raja
ABSTRACT Earlier, crop cultivation was undertaken on the basis of farmers’ hands-on expertise. However, climate change has begun to affect crop yields badly. Consequently, farmers are unable to choose the right crop/s based on soil and environmental factors, and the process of manually predicting the choice of the right crop/s of land has, more often than not, resulted in failure. Accurate crop prediction results in increased crop production. This is where machine learning playing a crucial role in the area of crop prediction. Crop prediction depends on the soil, geographic and climatic attributes. Selecting appropriate attributes for the right crop/s is an intrinsic part of the prediction undertaken by feature selection techniques. In this work, a comparative study of various wrapper feature selection methods are carried out for crop prediction using classification techniques that suggest the suitable crop/s for land. The experimental results show the Recursive Feature Elimination technique with the Adaptive Bagging classifier outperforms the others.
摘要早些时候,作物种植是在农民动手的专业知识的基础上进行的。然而,气候变化已经开始严重影响作物产量。因此,农民无法根据土壤和环境因素选择合适的作物,而手动预测选择合适作物的过程往往会导致失败。准确的作物预测可以提高作物产量。这就是机器学习在作物预测领域发挥关键作用的地方。作物预测取决于土壤、地理和气候特征。为正确的作物选择适当的属性是特征选择技术进行预测的固有部分。在这项工作中,使用分类技术对作物预测的各种包装特征选择方法进行了比较研究,这些方法提出了适合土地的作物。实验结果表明,采用自适应Bagging分类器的递归特征消除技术优于其他方法。
{"title":"Crop prediction based on soil and environmental characteristics using feature selection techniques","authors":"A. Suruliandi, G. Mariammal, S. Raja","doi":"10.1080/13873954.2021.1882505","DOIUrl":"https://doi.org/10.1080/13873954.2021.1882505","url":null,"abstract":"ABSTRACT Earlier, crop cultivation was undertaken on the basis of farmers’ hands-on expertise. However, climate change has begun to affect crop yields badly. Consequently, farmers are unable to choose the right crop/s based on soil and environmental factors, and the process of manually predicting the choice of the right crop/s of land has, more often than not, resulted in failure. Accurate crop prediction results in increased crop production. This is where machine learning playing a crucial role in the area of crop prediction. Crop prediction depends on the soil, geographic and climatic attributes. Selecting appropriate attributes for the right crop/s is an intrinsic part of the prediction undertaken by feature selection techniques. In this work, a comparative study of various wrapper feature selection methods are carried out for crop prediction using classification techniques that suggest the suitable crop/s for land. The experimental results show the Recursive Feature Elimination technique with the Adaptive Bagging classifier outperforms the others.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"27 1","pages":"117 - 140"},"PeriodicalIF":1.9,"publicationDate":"2021-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/13873954.2021.1882505","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42288312","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 42
Analysing of Tuberculosis in Turkey through SIR, SEIR and BSEIR Mathematical Models 通过SIR、SEIR和BSEIR数学模型分析土耳其结核病
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-01-02 DOI: 10.1080/13873954.2021.1881560
Yasin Ucakan, S. Gulen, K. Koklu
ABSTRACT Since mathematical models play a key role in investigating the dynamics of infectious diseases, many mathematical models for these diseases are developed. In this paper, it is aimed to determine the dynamics of Tuberculosis (TB) in Turkey, how much it will affect the future and the impact of vaccine therapy on the disease. For this purpose, three mathematical models (SIR, SEIR and BSEIR) in the literature are considered for the case of Turkey. The model parameters are obtained with TB reported data from 2005 to 2015 by using the least square method. The obtained results revealed that the basic reproduction ratio for all three models is less than 1. Moreover, the stability analysis of the models and sensitivity analysis of the model parameters are presented and discussed. Finally, the accuracy of results for all three models is compared and the effect of the vaccination rate is discussed.
由于数学模型在研究传染病动力学中起着关键作用,因此开发了许多传染病的数学模型。在这篇论文中,它的目的是确定土耳其结核病(TB)的动态,它将在多大程度上影响未来以及疫苗治疗对该疾病的影响。为此,文献中的三种数学模型(SIR, SEIR和BSEIR)被认为是针对土耳其的情况。利用2005 - 2015年TB报告数据,采用最小二乘法得到模型参数。结果表明,三种模型的基本繁殖比均小于1。此外,还对模型的稳定性分析和模型参数的敏感性分析进行了讨论。最后,比较了三种模型结果的准确性,并讨论了疫苗接种率的影响。
{"title":"Analysing of Tuberculosis in Turkey through SIR, SEIR and BSEIR Mathematical Models","authors":"Yasin Ucakan, S. Gulen, K. Koklu","doi":"10.1080/13873954.2021.1881560","DOIUrl":"https://doi.org/10.1080/13873954.2021.1881560","url":null,"abstract":"ABSTRACT Since mathematical models play a key role in investigating the dynamics of infectious diseases, many mathematical models for these diseases are developed. In this paper, it is aimed to determine the dynamics of Tuberculosis (TB) in Turkey, how much it will affect the future and the impact of vaccine therapy on the disease. For this purpose, three mathematical models (SIR, SEIR and BSEIR) in the literature are considered for the case of Turkey. The model parameters are obtained with TB reported data from 2005 to 2015 by using the least square method. The obtained results revealed that the basic reproduction ratio for all three models is less than 1. Moreover, the stability analysis of the models and sensitivity analysis of the model parameters are presented and discussed. Finally, the accuracy of results for all three models is compared and the effect of the vaccination rate is discussed.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"27 1","pages":"179 - 202"},"PeriodicalIF":1.9,"publicationDate":"2021-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/13873954.2021.1881560","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42022526","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 10
Dynamics of cough and particulate behaviour in the human airway 人类气道中咳嗽和颗粒物行为的动力学
IF 1.9 4区 数学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-01-02 DOI: 10.1080/13873954.2021.1889608
O. Ilegbusi, D. Kuruppumullage, Bari Hoffman
ABSTRACT Computational Fluid Dynamics is used to model airflow and penetrant behaviour under cough reflex in human airway. The airway geometry segment from the oral cavity to the primary bronchi is reconstructed from CT scan images of a human subject in the standing posture. The inlet flow condition is derived from dynamic cough profiles obtained from two subjects. The mathematical model allows the laryngopharyngeal wall of the airway to remodel. A k-ω turbulence model is used to represent the transitional flow. A Lagrangian approach is used to track solid penetrants in the flow field as a function of penetrant size and density. High velocities are predicted at peak expiratory cough phase. The penetrant size significantly influences the particle residence time and drag force is largely responsible for changes in the penetrant momentum. The smaller penetrants act like tracers in the flow and can escape the airway faster than larger penetrants.
摘要计算流体动力学用于模拟人类气道中咳嗽反射下的气流和渗透剂行为。从处于站立姿势的人类受试者的CT扫描图像重建从口腔到主支气管的气道几何段。入口流量条件来源于两名受试者的动态咳嗽剖面。该数学模型允许气道的咽喉壁重塑。采用k-ω湍流模型来表示过渡流。拉格朗日方法用于跟踪流场中作为渗透剂尺寸和密度函数的固体渗透剂。在呼气咳嗽高峰期预测会出现高流速。渗透剂尺寸显著影响颗粒停留时间,阻力在很大程度上是渗透剂动量变化的原因。较小的穿透剂在气流中起着示踪剂的作用,比较大的穿透剂更快地逃离气道。
{"title":"Dynamics of cough and particulate behaviour in the human airway","authors":"O. Ilegbusi, D. Kuruppumullage, Bari Hoffman","doi":"10.1080/13873954.2021.1889608","DOIUrl":"https://doi.org/10.1080/13873954.2021.1889608","url":null,"abstract":"ABSTRACT Computational Fluid Dynamics is used to model airflow and penetrant behaviour under cough reflex in human airway. The airway geometry segment from the oral cavity to the primary bronchi is reconstructed from CT scan images of a human subject in the standing posture. The inlet flow condition is derived from dynamic cough profiles obtained from two subjects. The mathematical model allows the laryngopharyngeal wall of the airway to remodel. A k-ω turbulence model is used to represent the transitional flow. A Lagrangian approach is used to track solid penetrants in the flow field as a function of penetrant size and density. High velocities are predicted at peak expiratory cough phase. The penetrant size significantly influences the particle residence time and drag force is largely responsible for changes in the penetrant momentum. The smaller penetrants act like tracers in the flow and can escape the airway faster than larger penetrants.","PeriodicalId":49871,"journal":{"name":"Mathematical and Computer Modelling of Dynamical Systems","volume":"27 1","pages":"222 - 245"},"PeriodicalIF":1.9,"publicationDate":"2021-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/13873954.2021.1889608","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45358416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 2
期刊
Mathematical and Computer Modelling of Dynamical Systems
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1