古代世界创新传播的数学模型

Natasa Djurdjevac Conrad, Daniel Fürstenau, A. Grabundžija, L. Helfmann, Martin Park, Wolfram Schier, B. Schütt, C. Schütte, Marcus Weber, Niklas Wulkow, J. Zonker
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引用次数: 10

摘要

在这篇文章中,我们建立了一个数学模型,用于描述公元前6200年至公元前4200年之间近东和东南欧牧民中产羊毛羊的传播。牧民被认为是在适宜性景观中扩散移动的代理人,因此,迁移到对羊群有吸引力的地区比迁移到没有吸引力的地区更有可能。同时,代理人与另一个人进行社会互动,并以一定的概率传递创新。基于智能体的模型参数拟合到现有的考古信息中。提出了一种用于计算传播过程时空演化的仿真工具,为研究影响传播过程速度和空间演化的不同方面的定性效应提供了一种方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mathematical modeling of the spreading of innovations in the ancient world
In this article, we develop a mathematical model for the spreading of the wool-bearing sheep in a population of herders in the Near East and Southeast Europe between 6200 and 4200 BC. Herders are considered as agents moving diffusively in a suitability landscape, such that motion into regions attractive for sheep herding are more probable than to unattractive regions. Simultaneously agents interact socially with another and pass on the innovation with some probability. The parameters of the agent-based model are fitted to available archaeological information. A simulation tool is proposed for computing the evolution of the spreading process in time and space, offering a way to study qualitative effects of different aspects affecting speed and spatial evolution of the spreading process.
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