Zhang Huanren, Perc Matjaž
Social Science Division, New York University Abu Dhabi, P.O. Box 129188, Abu Dhabi, United Arab Emirates.
Faculty of Natural Sciences and Mathematics, University of Maribor, Koroška cesta 160, SI-2000 Maribor, Slovenia.
Sci Rep. 2016 Mar 11;6:23006. doi: 10.1038/srep23006.
We study the emergence of conditional cooperation in the presence of both intra-group and inter-group selection. Individuals play public goods games within their groups using conditional strategies, which are represented as piecewise linear response functions. Accordingly, groups engage in conflicts with a certain probability. In contrast to previous studies, we consider continuous contribution levels and a rich set of conditional strategies, allowing for a wide range of possible interactions between strategies. We find that the existence of conditional strategies enables the stabilization of cooperation even under strong intra-group selection. The strategy that eventually dominates in the population has two key properties: (i) It is unexploitable with strong intra-group selection; (ii) It can achieve full contribution to outperform other strategies in the inter-group selection. The success of this strategy is robust to initial conditions as well as changes to important parameters. We also investigate the influence of different factors on cooperation levels, including group conflicts, group size, and migration rate. Their effect on cooperation can be attributed to and explained by their influence on the relative strength of intra-group and inter-group selection.
我们研究在组内和组间选择同时存在的情况下条件性合作的出现。个体在其组内使用条件性策略进行公共物品博弈,这些策略被表示为分段线性响应函数。相应地,组以一定概率参与冲突。与先前的研究不同,我们考虑连续的贡献水平和丰富的条件性策略集,从而允许策略之间存在广泛的可能相互作用。我们发现,即使在强大的组内选择下,条件性策略的存在也能使合作得以稳定。最终在群体中占主导地位的策略具有两个关键特性:(i)在强大的组内选择下它不会被利用;(ii)在组间选择中它能够实现完全贡献以胜过其他策略。该策略的成功对于初始条件以及重要参数的变化具有鲁棒性。我们还研究了不同因素对合作水平的影响,包括组间冲突、组规模和迁移率。它们对合作的影响可以归因于并通过它们对组内和组间选择相对强度的影响来解释。