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Agent-Based Modelling applied to 5D model of the HIV infection

机译:基于主体的建模应用于HIV感染的5D模型

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This paper proposes a Multi-Agents Model to simulate the phenomenon of the infection by the human immunodeficiency virus (HIV). Since the HIV was isolated in 1983 and found to be the cause of the Acquired Immune Deficiency Syndrome?(AIDS)in 1984, lots of studies have been carried out to understand the complex dynamics between the HIV virus and the immune system.The simplest model was the 3D mathematical model. But the complexity of this phenomenon and the diversity of cells and actors which affect its evolution requires the use of new approaches such as multi-agents approach that we have applied in this paper. The results of our simulator on the 5D model are promising because they are consistent with biological knowledge’s. Therefore, the proposed approach is well appropriate to the study of population dynamics in general and could help to understand and predict the dynamics of HIV infection.
机译:本文提出了一种Multi-Agents模型来模拟人类免疫缺陷病毒(HIV)的感染现象。自从1983年分离出HIV并于1984年发现它是导致获得性免疫缺陷综合症(AIDS)的原因以来,进行了许多研究以了解HIV病毒与免疫系统之间的复杂动态。是3D数学模型。但是,这种现象的复杂性以及影响其进化的细胞和行为体的多样性要求使用新方法,例如我们在本文中应用的多主体方法。我们的模拟器在5D模型上的结果很有希望,因为它们与生物学知识一致。因此,所提出的方法非常适合于总体上的人口动态研究,并且可以帮助理解和预测HIV感染的动态。

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