模拟人口统计学。使用多主体模型的生育动态

Karandeep Singh, M. Sajjad, Euihyun Paik, Chang-Won Ahn
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摘要

世界上许多国家的生育率都在下降。政府已经做出了真诚的努力来改变这一趋势。但是,像韩国和日本这样的国家仍然面临着生育率远低于替代生育率的问题。建模和仿真为理解种群动态提供了一种很好的方法。近年来,基于智能体的建模(ABM)在仿真领域得到了广泛的应用。我们提出了一种基于实际人口数据馈送代理的模型,其中模拟中的代理将实际人口普查数据作为输入并模拟人口生育动态。生育率是衡量人口变化的主要指标。我们将尝试通过考虑年龄、收入、支出、社会福利等各种因素来了解生育率是如何演变的;从微观到宏观。代理人的决定,如结婚,然后有一定数量的孩子,将基于这些因素。生育率是通过一对夫妇在育龄期生育的孩子数量来预测的。我们希望通过这个模型来分析和理解社会效益等因素的影响。
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Simulating demography — Dynamics of fertility using a multi agent model
Many countries of the world have seen fertility rate declines. Sincere efforts have been made by the governments to change this trend. But still, countries like Korea & Japan are facing the problem of fertility rates well below the replacement fertility rates. Modeling and simulation offer a good way of understanding the dynamics of population. Of late, agent based modeling (ABM) has gained quite a lot of popularity in the field of simulation. We propose an actual population data fed agent based model whereby the agents in the simulation would take as input the actual census data and simulate the population fertility dynamics. Fertility rates are the main measures of population change. We will try and understand how fertility evolves by taking into various factors such as age, income, expenditure, social benefits; from the micro to macro level. The decisions of the agents, such as to get married and then have certain number of children, would be based on these factors. The fertility is predicted by accessing number of children a couple would have in the child bearing age. We hope to analyze and understand the effect of factors such as social benefits by this model.
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