Department of Statistics, School of Mathematics University of Leeds, Leeds, England.
Phys Biol. 2023 May 30;20(4). doi: 10.1088/1478-3975/acd297.
Social animals can use the choices made by other members of their groups as cues in decision making. Individuals must balance the private information they receive from their own sensory cues with the social information provided by observing what others have chosen. These two cues can be integrated using decision making rules, which specify the probability to select one or other options based on the quality and quantity of social and non-social information. Previous empirical work has investigated which decision making rules can replicate the observable features of collective decision making, while other theoretical research has derived forms for decision making rules based on normative assumptions about how rational agents should respond to the available information. Here we explore the performance of one commonly used decision making rule in terms of the expected decision accuracy of individuals employing it. We show that parameters of this model which have typically been treated as independent variables in empirical model-fitting studies obey necessary relationships under the assumption that animals are evolutionarily optimised to their environment. We further investigate whether this decision making model is appropriate to all animal groups by testing its evolutionary stability to invasion by alternative strategies that use social information differently, and show that the likely evolutionary equilibrium of these strategies depends sensitively on the precise nature of group identity among the wider population of animals it is embedded within.
社会性动物可以利用群体中其他成员的选择作为决策的线索。个体必须在从自身感官线索中获得的私人信息与通过观察他人选择所提供的社会信息之间取得平衡。这两种线索可以通过决策规则进行整合,根据社会和非社会信息的质量和数量,指定选择一个或另一个选项的概率。以前的实证研究调查了哪些决策规则可以复制集体决策的可观察特征,而其他理论研究则基于理性主体应该如何根据可用信息做出反应的规范假设,推导出决策规则的形式。在这里,我们根据个体使用该规则的预期决策准确性来探讨一种常用决策规则的性能。我们表明,在假设动物对环境进行了进化优化的情况下,该模型的参数通常在经验模型拟合研究中被视为自变量,服从必要的关系。我们进一步通过测试替代策略对其进行入侵的进化稳定性来研究该决策模型是否适用于所有动物群体,这些策略以不同的方式利用社会信息,我们表明这些策略的可能进化平衡取决于它所嵌入的更广泛动物群体中群体身份的精确性质。