论文标题

具有双峰反应行为的人群中合作的出现

Emergence of cooperation in a population with bimodal response behaviors

论文作者

Ma, Lin, Zhang, Jiqiang, Zheng, Guozhong, Liang, Rizhou, Chen, Li

论文摘要

我们的人类在响应复杂的环境中表现出显着的适应性,我们在不同的情况下采用了不同的行为模式,这种反应多模式对我们的生存至关重要。然而,这种行为多模式如何影响合作的演变仍然很大程度上未知。在这里,我们通过考虑具有双峰响应行为的人群,或者特别是Fermi和Tit-for-Tat更新规则来构建玩具模型来解决此问题。尽管前者倾向于模仿那些表现良好的邻居的策略,但后者重复了邻居对他们所做的一切。在结构混合实现的情况下,在为每个人固定更新规则的情况下,我们发现中等模式的混合物意外地提高了总体的整体合作水平。在概率混合中,提升甚至更为明显,在概率混合中,每个人在每个步骤中随机选择两种模式之一,并且可以在广泛的范围内看到完全合作。这些发现对人口的潜在拓扑是可靠的。我们的平均场地治疗表明,在Fermi规则中,参与者内部的合作率随TFT参与者的比例线性增加,并解释了结构混合中的非单调依赖性。我们的研究表明,响应行为的多样性可能有助于解释在现实情况下合作的出现。

We human beings show remarkable adaptability in response to complex surroundings, we adopt different behavioral modes at different occasions, such response multimodality is critical to our survival. Yet, how this behavioral multimodality affects the evolution of cooperation remains largely unknown. Here we build a toy model to address this issue by considering a population with bimodal response behaviors, or specifically, with the Fermi and Tit-for-tat updating rules. While the former rule tends to imitate the strategies of those neighbors who are doing well, the latter repeats what their neighbors did to them. In a structural mixing implementation, where the updating rule is fixed for each individual, we find that a moderate mode mixture unexpectedly boosts the overall cooperation level of the population. The boost is even more pronounced in the probabilistic mixing, where each individual randomly chooses one of the two modes at each step, and full cooperation is seen in a wide range. These findings are robust to the underlying topology of the population. Our mean-field treatment reveals that the cooperation prevalence within the players with the Fermi rule linearly increases with the fraction of TFT players and explains the non-monotonic dependence in the structural mixing. Our study shows that the diversity in response behaviors may help to explain the emergence of cooperation in realistic contexts.

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