Dynamic Network Approach to Marriage/Divorces Problem

A. Jarynowski, P. Nyczka
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引用次数: 4

Abstract

We extend "stable marriage problem" studied via computer simulation (agent-based) from network perspective by dynamical generalization. We investigate how preferential or random attachment of individuals can affect simulation results such as: proportion of singles in society, number of divorces etc. We took into account attractiveness of individuals and its different types as well as personal taste. Current value of socio-economic pressure p (main model parameter) drives the dynamic of first marriage, remarriage or spontaneously marriage breaks up. Model reflects the behavior of the simplified heterosexual population (frequency of changing partners, the ratio of singles in society). Theoretical agent-based simulation (with populational approaches, e.g. Births and deaths) should be later supplemented by historical values of divorces/marriages in different countries of the world. Stable (constant) society was also implemented to show difference with "living" society. In this model, agents have attribute of attraction. Preferential attachment, known from network theory, was introduced, to mimic selection process. Additionally, totally random attachment (not attraction-depended) was also implemented for contrast.
婚姻/离婚问题的动态网络研究
将计算机仿真研究的“稳定婚姻问题”从网络的角度进行了动态推广。我们研究了个体的偏好或随机依恋如何影响模拟结果,如:社会中单身的比例,离婚的数量等。我们考虑了个人的吸引力及其不同类型以及个人品味。当前社会经济压力p(主要模型参数)的值驱动着初婚、再婚或婚姻自发破裂的动态。模型反映了简化的异性恋人群的行为(更换伴侣的频率,社会中单身的比例)。理论的基于主体的模拟(采用人口方法,例如出生和死亡)以后应辅以世界不同国家离婚/婚姻的历史价值。稳定(不变)的社会也被实施,以显示与“生活”社会的区别。在该模型中,主体具有吸引力属性。引入网络理论中的优先依恋,模拟选择过程。此外,完全随机依恋(不依赖于吸引力)也被用于对比。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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