We present some ideas on how to extend a kinetic type model for crowd dynamics to account for an infectious disease spreading. We focus on a medium size crowd occupying a confined environment where the disease is easily spread. The kinetic theory approach we choose uses tools of game theory to model the interactions of a person with the surrounding people and the environment and it features a parameter to represent the level of stress. It is known that people choose different walking strategies when subjected to fear or stressful situations. To demonstrate that our model for crowd dynamics could be used to reproduce realistic scenarios, we simulate passengers in one terminal of Hobby Airport in Houston. In order to model disease spreading in a walking crowd, we introduce a variable that denotes the level of exposure to people spreading the disease. In addition, we introduce a parameter that describes the contagion interaction strength and a kernel function that is a decreasing function of the distance between a person and a spreading individual. We test our contagion model on a problem involving a small crowd walking through a corridor.
翻译:我们提出一些想法,说明如何推广人群动态模型,以计算传染病的传播情况。我们侧重于中小人群,在这种疾病容易传播的封闭环境中使用中小人群。我们选择的动能理论方法,是游戏理论工具,以模拟一个人与周围人群和环境的互动,并使用该理论参数来代表压力的程度。众所周知,人们在面临恐惧或压力的情况下选择了不同的行走策略。为了表明我们的人群动态模型可以用来复制现实的情景,我们在休斯顿霍比机场的一个终点站模拟乘客。为了模拟疾病在行走人群中的传播,我们引入了一个变量,说明疾病传播人群的接触程度。此外,我们引入了一个参数,描述传染性互动强度和内核功能,这是一个人与传播个人之间距离的日益缩小的功能。我们测试我们的传染模型,以一个涉及小人群在走廊中行走的问题。