Asymptotic Behavior of a Degenerate Forest Kinematic Model With a Perturbation

IF 2.3 2区 数学 Q1 MATHEMATICS, APPLIED Studies in Applied Mathematics Pub Date : 2025-02-11 DOI:10.1111/sapm.70014
Lu LI, Guillaume Cantin
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Abstract

In this paper, we study the asymptotic behavior of the global solutions to a degenerate forest kinematic model, under the action of a perturbation modeling the impact of climate change. In the case where the main nonlinear term of the model is monotone, we prove that the global solutions converge to a stationary solution, by showing that the Lyapunov function derived from the system satisfies a Łojasiewicz–Simon gradient inequality. We also present an original algorithm, based on the Statistical Model Checking framework, to estimate the probability of convergence toward nonconstant equilibria. Furthermore, under suitable assumptions on the parameters, we prove the continuity of the flow and of the stationary solutions with respect to the perturbation parameter. Then, we succeed in proving the robustness of the weak attractors, by considering a weak topology phase space and establishing the existence of a family of positively invariant regions. At last, we present numerical simulations of the model and explore the behavior of the solutions under the effect of several types of perturbations. We also show that the forest kinematic model can lead to the emergence of chaotic patterns.

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具有扰动的退化森林运动学模型的渐近行为
本文研究了一类退化森林运动模型在气候变化摄动模型作用下的全局解的渐近行为。在模型的主要非线性项为单调的情况下,通过证明由系统导出的Lyapunov函数满足Łojasiewicz-Simon梯度不等式,我们证明了全局解收敛于平稳解。我们还提出了一种基于统计模型检查框架的原始算法来估计非恒定平衡点的收敛概率。进一步,在适当的参数假设下,我们证明了流动的连续性和关于扰动参数的平稳解的连续性。然后,我们通过考虑一个弱拓扑相空间并建立一组正不变区域的存在性,成功地证明了弱吸引子的鲁棒性。最后,我们给出了模型的数值模拟,并探讨了解在几种扰动作用下的行为。我们还表明,森林运动模型可以导致混沌模式的出现。
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来源期刊
Studies in Applied Mathematics
Studies in Applied Mathematics 数学-应用数学
CiteScore
4.30
自引率
3.70%
发文量
66
审稿时长
>12 weeks
期刊介绍: Studies in Applied Mathematics explores the interplay between mathematics and the applied disciplines. It publishes papers that advance the understanding of physical processes, or develop new mathematical techniques applicable to physical and real-world problems. Its main themes include (but are not limited to) nonlinear phenomena, mathematical modeling, integrable systems, asymptotic analysis, inverse problems, numerical analysis, dynamical systems, scientific computing and applications to areas such as fluid mechanics, mathematical biology, and optics.
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