A novel second-order nonstandard finite difference method preserving dynamical properties of a general single-species model

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2023-08-15 DOI:10.1080/00207160.2023.2248304
M. T. Hoang
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引用次数: 1

Abstract

In this paper, we extend the Mickens' methodology to construct a second-order nonstandard finite difference (NSFD) method, which preserves dynamical properties including positivity, local asymptotic stability and especially, global asymptotic stability of a general single-species model. This NSFD method is based on a novel weighted non-local approximation of the right-hand side function in combination with the renormalization of the denominator function. The weight guarantees the dynamic consistency and the nonstandard denominator function ensures the convergence of order 2 of the NSFD method. The result is that we obtain a second-order and dynamically consistent NSFD method. It is proved that the NSFD method is simple and efficient and can be extended for solving a broad range of mathematical models arising in real-world applications. Also, we combine the constructed second-order NSFD method with Richardson's extrapolation technique to generate high-order numerical approximations. Finally, the theoretical findings are illustrated and supported by numerical experiments.
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一种新颖的二阶非标准有限差分法,保留了一般单种模型的动力学性质
本文扩展了Mickens方法,构造了一种二阶非标准有限差分(NSFD)方法,该方法保留了一般单种模型的正性、局部渐近稳定性和全局渐近稳定性等动力学性质。该方法基于一种新的加权非局部近似的右侧函数,并结合了分母函数的重整化。权值保证了动态一致性,非标准分母函数保证了NSFD方法的2阶收敛性。得到了一种二阶动态一致的NSFD方法。结果表明,该方法简单有效,可推广到实际应用中出现的各种数学模型的求解。同时,我们将构建的二阶NSFD方法与Richardson的外推技术相结合,生成高阶数值近似。最后,通过数值实验对理论结果进行了说明和支持。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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