Abstract

The MÖBIUS agent-based models (ABM) design system is presented, which allows creating efficiently scalable models with the number of agent populations up to 1 billion. The system supports dynamic changes in the number and spatial distribution of agents by simulating the processes of disappearance of agents and the emergence of new ones. The system allows one to create ABM, including populations of agents of various types, forming social connections and implementing complex multi-stage interactions with each other. It was tested during the implementation of a large-scale demographic agent-based model of Russia, in which the basic processes of the country’s population motion by regions are imitated. The agents in it are people who exchange messages, maintain family ties, give birth to children, grow old and die. Testing results are shown.

中文翻译：

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具有可扩展的基于Agent的模型的设计系统，该模型具有Agent形成社交联系的多阶段交互

摘要

介绍了基于MÖBIUS代理的模型（ABM）设计系统，该系统可创建有效的可扩展模型，其中代理人数高达10亿。该系统通过模拟代理人消失和新代理人出现的过程来支持代理人数量和空间分布的动态变化。该系统允许创建ABM，包括各种类型的代理人群，形成社会联系并实现彼此之间复杂的多阶段交互。在实施基于俄罗斯人口统计学的大规模人口模型的过程中，对这一模型进行了测试，该模型模仿了该国人口迁移的基本过程。其中的代理人是交流信息，保持家庭联系，生育孩子，变老甚至死亡的人。显示测试结果。