Ulam type stability for von Bertalanffy growth model with Allee effect.

IF 2.6 4区 工程技术 Q1 Mathematics
Masumi Kondo, Masakazu Onitsuka
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引用次数: 0

Abstract

In many studies dealing with mathematical models, the subject is examining the fitting between actual data and the solution of the mathematical model by applying statistical processing. However, if there is a solution that fluctuates greatly due to a small perturbation, it is expected that there will be a large difference between the actual phenomenon and the solution of the mathematical model, even in a short time span. In this study, we address this concern by considering Ulam stability, which is a concept that guarantees that a solution to an unperturbed equation exists near the solution to an equation with bounded perturbations. Although it is known that Ulam stability is guaranteed for the standard von Bertalanffy growth model, it remains unsolved for a model containing the Allee effect. This paper investigates the Ulam stability of a von Bertalanffy growth model with the Allee effect. In a sense, we obtain results that correspond to conditions of the Allee effect being very small or very large. In particular, a more preferable Ulam constant than the existing result for the standard von Bertalanffy growth model, is obtained as the Allee effect approaches zero. In other words, this paper even improves the proof of the result in the absence of the Allee effect. By guaranteeing the Ulam stability of the von Bertalanffy growth model with Allee effect, the stability of the model itself is guaranteed, and, even if a small perturbation is added, it becomes clear that even a small perturbation does not have a large effect on the solutions. Several examples and numerical simulations are presented to illustrate the obtained results.

具有阿利效应的 von Bertalanffy 生长模型的 Ulam 型稳定性。
在许多涉及数学模型的研究中,主题都是通过统计处理来研究实际数据与数学模型解之间的拟合情况。然而,如果存在因微小扰动而大幅波动的解,那么即使在很短的时间跨度内,实际现象与数学模型的解之间也会存在较大差异。在本研究中,我们通过考虑乌拉姆稳定性来解决这一问题。乌拉姆稳定性是一个保证未扰动方程的解存在于有界扰动方程的解附近的概念。众所周知,标准的 von Bertalanffy 生长模型可以保证 Ulam 稳定性,但对于包含阿利效应的模型,Ulam 稳定性仍未得到解决。本文研究了具有阿利效应的 von Bertalanffy 生长模型的乌拉姆稳定性。从某种意义上说,我们得到了与阿利效应非常小或非常大的条件相对应的结果。特别是,当阿利效应趋近于零时,我们得到了比标准冯-贝塔朗菲增长模型现有结果更理想的乌拉姆常数。换句话说,本文甚至改进了没有阿利效应时的结果证明。通过保证具有阿利效应的 von Bertalanffy 生长模型的乌拉姆稳定性,模型本身的稳定性也得到了保证,而且,即使加入一个小扰动,也能明显看出即使是小扰动也不会对解法产生大的影响。本文列举了几个例子和数值模拟来说明所获得的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Mathematical Biosciences and Engineering
Mathematical Biosciences and Engineering 工程技术-数学跨学科应用
CiteScore
3.90
自引率
7.70%
发文量
586
审稿时长
>12 weeks
期刊介绍: Mathematical Biosciences and Engineering (MBE) is an interdisciplinary Open Access journal promoting cutting-edge research, technology transfer and knowledge translation about complex data and information processing. MBE publishes Research articles (long and original research); Communications (short and novel research); Expository papers; Technology Transfer and Knowledge Translation reports (description of new technologies and products); Announcements and Industrial Progress and News (announcements and even advertisement, including major conferences).
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