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Modeling relatedness and demography in social evolution

机译:在社会进化中对相关性和人口统计学建模

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With any theoretical model, the modeler must decide what kinds of detail to include and which simplifying assumptions to make. It could be assumed that models that include more detail are better, or more correct. However, no model is a perfect description of reality and the relative advantage of different levels of detail depends on the model's empirical purpose. We consider the specific case of how relatedness is modeled in the field of social evolution. Different types of model either leave relatedness as an independent parameter (open models), or include detail for how demography and life cycle determine relatedness (closed models). We exploit the social evolution literature, especially work on the evolution of cooperation, to analyze how useful these different approaches have been in explaining the natural world. We find that each approach has been successful in different areas of research, and that more demographic detail is not always the most empirically useful strategy.
机译:对于任何理论模型,建模者必须决定要包括哪些种类的细节,以及要简化哪些假设。可以假设包含更多细节的模型更好或更正确。但是,没有一种模型能够完美地描述现实,并且不同细节级别的相对优势取决于模型的经验目的。我们考虑在社会进化领域中如何建立关联性的特定案例。不同类型的模型要么将相关性作为独立参数(开放模型),要么包含有关人口统计学和生命周期如何确定相关性的详细信息(封闭模型)。我们利用社会进化的文献,特别是关于合作进化的文献,来分析这些不同的方法在解释自然世界方面的用处。我们发现每种方法在不同的研究领域都取得了成功,更多的人口统计细节并不一定是最有经验的实用策略。

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