反应格-气体元胞自动机的构造、数学描述与编码

Jon-Paul Voroney , Anna T. Lawniczak
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引用次数: 5

摘要

我们构造了一个反应扩散系统的反应格-气体元胞自动机(LGCA),并对其软件编码方面进行了广泛的讨论。软件编码方面为分子动力学启发下构建LGCA的一些选择提供了理论依据。讨论并解释了C语言源代码、数据结构和数据格式的可移植性。我们通过考虑一个特定的反应系统,即具有固定络合种的Sel'kov模型来说明LGCA及其代码的发展背后的思想。我们通过展示各种仿真结果来证明LGCA建模对反应系统的有用性。我们将这些结果与反应扩散方程的标准数值模拟进行了比较。我们通过讨论LGCA方法如何应用和扩展到其他背景来结束本文。
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Construction, mathematical description and coding of reactive lattice-gas cellular automaton

We construct a reactive lattice-gas cellular automaton (LGCA) for reaction–diffusion systems and provide extensive discussion of its software coding aspects. The software coding aspects provide rationale for some choices in the construction of LGCA which has been inspired by molecular dynamics. Portability of the C language source code, of the data structures, and of the data formats is discussed and explained. We illustrate the ideas behind the development of LGCA and its code by considering a particular reacting system, the Sel'kov model with immobile complexing species. We demonstrate usefulness of LGCA modelling of reactive systems by presenting various simulation results. We compare these results with the standard numerical simulations of reaction–diffusion equations. We conclude the paper by discussing how LGCA methodology can be applied and extended to other contexts.

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