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Development and evaluation of an agent-based model of sexual partnership

机译：基于代理的性伙伴关系模型的开发和评估

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摘要

The agent-based model presented here builds on existing models, allowing for multiple partnerships, including those overlapping in time, to examine sexual partnerships, with the goal of hypothesis testing and guiding data collection. Within each model run, agents are assigned characteristics (including quality, aspiration, courtship duration, and ideal number of lifetime partners) and then search for partners; existing couples choose whether they should break up, remain dating, or become sexual partners. Model behavior was tested across a wide range of parameters and compared with empirical data. The model produces numbers of lifetime sexual partners, and partners in the last year, rates of concurrency, and relationship durations similar to nationally representative data from the United States; it also generates correlations in partners' quality similar to those reported for marriage and dating partners. Model results highlight the importance of individual preferences, interactions between individuals, and contextual factors in sexual decision making.
机译：此处介绍的基于代理的模型建立在现有模型的基础上，该模型允许多个伙伴关系（包括时间重叠的伙伴关系）检查性伙伴关系，目的是进行假设检验和指导数据收集。在每个模型运行中，为代理分配特征（包括质量，期望，求偶时间和理想的终身伴侣数），然后搜索伙伴。现有夫妻选择是否应该分手，保持约会或成为性伴侣。对模型行为进行了广泛的参数测试，并与经验数据进行了比较。该模型产生了终生性伴侣的数量，以及去年的伴侣，并发率和关系持续时间，类似于美国的全国代表性数据；它也产生伴侣质量上的相关性，类似于为婚姻和约会伴侣报告的相关性。模型结果突出了个人偏好，个人之间的相互作用以及性决定中的情境因素的重要性。

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  • 来源
    《Adaptive Behavior》 |2011年第6期|p.425-450|共26页
  • 作者

    Andrea K Knittel; Rick L Riolo; Rachel C Snow;

  • 作者单位

    Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, MI, USA;

    Center for the Study of Complex Systems, University of Michigan, Ann Arbor, MI, USA;

    Department of Health Behavior and Health Education, University of Michigan School of Public Health, Ann Arbor, MI, USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    agent-based model; validation; sexual behavior;

    机译：基于主体的模型;验证;性行为;

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