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Models in animal collective decision-making: information uncertainty and conflicting preferences

机译:动物集体决策模型:信息不确定性和偏好冲突

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摘要

Collective decision-making plays a central part in the lives of many social animals. Two important factors that influence collective decision-making are information uncertainty and conflicting preferences. Here, I bring together, and briefly review, basic models relating to animal collective decision-making in situations with information uncertainty and in situations with conflicting preferences between group members. The intention is to give an overview about the different types of modelling approaches that have been employed and the questions that they address and raise. Despite the use of a wide range of different modelling techniques, results show a coherent picture, as follows. Relatively simple cognitive mechanisms can lead to effective information pooling. Groups often face a trade-off between decision accuracy and speed, but appropriate fine-tuning of behavioural parameters could achieve high accuracy while maintaining reasonable speed. The right balance of interdependence and independence between animals is crucial for maintaining group cohesion and achieving high decision accuracy. In conflict situations, a high degree of decision-sharing between individuals is predicted, as well as transient leadership and leadership according to needs and physiological status. Animals often face crucial trade-offs between maintaining group cohesion and influencing the decision outcome in their own favour. Despite the great progress that has been made, there remains one big gap in our knowledge: how do animals make collective decisions in situations when information uncertainty and conflict of interest operate simultaneously?
机译:集体决策在许多社会动物的生活中起着核心作用。影响集体决策的两个重要因素是信息不确定性和偏好冲突。在这里,我汇集并简要回顾了在信息不确定的情况下以及小组成员之间偏好冲突的情况下与动物集体决策有关的基本模型。目的是概述已采用的不同类型的建模方法以及它们解决和提出的问题。尽管使用了各种不同的建模技术,但结果显示出连贯的画面,如下所示。相对简单的认知机制可以导致有效的信息汇集。小组通常会在决策准确性和速度之间进行权衡,但是对行为参数进行适当的微调可以在保持合理速度的同时实现高精度。动物之间相互依存和独立的正确平衡对于维持群体凝聚力和实现较高的决策准确性至关重要。在冲突情况下,可以预测个人之间的高度决策共享,以及根据需要和生理状态的短暂领导和领导。动物通常会在维持群体凝聚力和以自己的利益影响决策结果之间权衡取舍。尽管已经取得了巨大的进步,但我们的知识仍然存在很大差距:在信息不确定性和利益冲突同时发生的情况下,动物如何做出集体决策?

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