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Spread of Situation Awareness in a Group: Population-Based vs. Agent-Based Modelling

机译:群体中情况意识的传播:基于人群的建模与基于代理的建模

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This paper compares population-based and agent-based simulation of the dynamics of group Situation Awareness. The question how Situation Awareness spreads among a team of agents is important for numerous applications. In this paper, a population-based and an agent-based model of this process are proposed, and applied to a case study in aviation. A number of relevant simulations of the models are performed, to investigate whether the behaviour of the population-based model can approximate the pattern produced by the agent-based model. It was demonstrated that, especially for larger populations, the dynamics of the agent-based simulations can be approximated by population-based simulations, since both models demonstrate a similar pattern.
机译:本文比较了基于群体和基于代理的群体态势感知动力学模拟。情境意识如何在一组代理之间传播的问题对于众多应用程序而言非常重要。在本文中,提出了基于种群和代理的过程模型,并将其应用于航空业的案例研究。对模型进行了许多相关的模拟,以调查基于种群的模型的行为是否可以近似由基于代理的模型产生的模式。事实证明,特别是对于较大的人口,基于代理的模拟的动力学可以通过基于人口的模拟来近似,因为两个模型都显示出相似的模式。

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