分数顺序青眼叶点感染模型的稳定性和动态与真菌密度函数
Muhammad Farman1, Izhar Ullah2, Evren Hincal3
1Faculty of Arts and Sciences, Department of Mathematics, Near East University, Nicosia 99010, Cyprus; Faculty of Informatics and Computing, Universiti Sultan Zainal Abidin, Besut Campus, Terengganu 22200, Malaysia; Jadara University Research Center, Jadara University, Irbid, Jordan.
Computational biology and chemistry
|October 16, 2025
概括
本研究介绍了大豆青眼叶斑的分数顺序模型,通过结合疾病记忆来优于传统模型. 这种先进的数学方法可以改善疾病预测和管理,从而提高作物健康和产量.
科学领域:
- 植物病理学 植物病理学
- 数学生物学 数学生物学
- 分数微积分的计算.
背景情况:
- 大豆青眼叶斑对作物产量构成重大威胁.
- 整数顺序模型往往无法捕捉复杂的疾病动态.
- 分数计算提供了一种新的方法,用记忆效应来建模生物系统.
研究的目的:
- 开发和验证使用卡普托分数衍生物对大豆青眼叶斑的分数顺序模型.
- 分析模型的数学属性,包括边界性,积极性和唯一的解决方案.
- 为了比较分数顺序模型与整数顺序模型的性能.
主要方法:
- 卡普托分数导数用于疾病建模的应用.
- 数字算法用于估计模型解决方案.
- 固定点理论和利普希茨条件用于验证解决方案的存在和独特性.
- 莱普诺夫函数用于评估平衡点的全球稳定性.
- 两个步骤的拉格朗日多项式方法来解决概括的功率定律核心.
主要成果:
- 分数顺序模型准确地捕捉疾病动态,优于整数顺序模型.
- 该模型通过考虑生物记忆来证明了卓越的模拟准确性.
- 数学分析证实了模型的局限性,积极性和独特的解决方案.
- 验证了无病和特有平衡的全球稳定性.
结论:
- 分数计算为模拟植物疾病提供了一个更强大的框架,比如青眼叶斑.
- 开发的模型提高了预测准确度,并有助于评估疾病控制策略.
- 这种方法支持植物病理学中的可持续农业,粮食安全和气候变化影响分析.
相关概念视频
Modeling with Differential Equations
4
Population dynamics can be described mathematically by considering the population size P(t) as a function of time. The rate of change of the population is then represented by the derivative of P(t). A simple assumption is that the rate of growth is proportional to the size of the population itself. This leads to an exponential growth model, where the population increases rapidly without bound. While this is a useful first approximation, it does not reflect realistic long-term...
4
Exponential Equations for Modeling Growth
219
Exponential models are essential for describing rapid, multiplicative changes in natural systems, such as population growth. When a population doubles at regular intervals, the process can be modeled using a suitable base. For instance, a bacterial culture that doubles every three hours follows the model n(t)=n0⋅2t/3, where n(t) is the population at the time t.A more general model uses the natural base e, especially for continuous growth. This takes the form n(t)=n0⋅ert, where r is...
219
Poisson's And Laplace's Equation
4.2K
The electric potential of the system can be calculated by relating it to the electric charge densities that give rise to the electric potential. The differential form of Gauss's law expresses the electric field's divergence in terms of the electric charge density.
4.2K
Linear Differential Equations
7
The integrating factor method provides a systematic way to solve first-order linear differential equations, especially those that cannot be handled by separation of variables. This method is particularly useful in modeling time-dependent physical systems influenced by both constant inputs and resistive forces. A common example is the motion of a car subjected to a constant engine force while experiencing air resistance proportional to its velocity.In such scenarios, Newton’s second law...
7
Pole and System Stability
903
The transfer function is a fundamental concept representing the ratio of two polynomials. The numerator and denominator encapsulate the system's dynamics. The zeros and poles of this transfer function are critical in determining the system's behavior and stability.
Simple poles are unique roots of the denominator polynomial. Each simple pole corresponds to a distinct solution to the system's characteristic equation, typically resulting in exponential decay terms in the system's...
Simple poles are unique roots of the denominator polynomial. Each simple pole corresponds to a distinct solution to the system's characteristic equation, typically resulting in exponential decay terms in the system's...
903
Parameters Affecting Nonlinear Elimination: Zero-Order Input, First-Order Absorption and Two-Compartment Model
287
Drugs administered through various routes can lead to nonlinear elimination, resulting in complex pharmacokinetic behaviors crucial to understanding efficacious drug dosing.
When a drug is administered through a constant intravenous infusion and eliminated via nonlinear pharmacokinetics, it follows zero-order input. For example, oral drugs undergo first-order absorption upon administration and are eliminated through nonlinear pharmacokinetics.
In the case of subcutaneously administered drugs,...
When a drug is administered through a constant intravenous infusion and eliminated via nonlinear pharmacokinetics, it follows zero-order input. For example, oral drugs undergo first-order absorption upon administration and are eliminated through nonlinear pharmacokinetics.
In the case of subcutaneously administered drugs,...
287


