State Key Laboratory for Turbulence and Complex Systems, College of Engineering, Peking University, Beijing, China.
PLoS One. 2011;6(10):e25496. doi: 10.1371/journal.pone.0025496. Epub 2011 Oct 25.
The linear or threshold Public Goods game (PGG) is extensively accepted as a paradigmatic model to approach the evolution of cooperation in social dilemmas. Here we explore the significant effect of nonlinearity of the structures of public goods on the evolution of cooperation within the well-mixed population by adopting Darwinian dynamics, which simultaneously consider the evolution of populations and strategies on a continuous adaptive landscape, and extend the concept of evolutionarily stable strategy (ESS) as a coalition of strategies that is both convergent-stable and resistant to invasion. Results show (i) that in the linear PGG contributing nothing is an ESS, which contradicts experimental data, (ii) that in the threshold PGG contributing the threshold value is a fragile ESS, which cannot resist the invasion of contributing nothing, and (iii) that there exists a robust ESS of contributing more than half in the sigmoid PGG if the return rate is relatively high. This work reveals the significant effect of the nonlinearity of the structures of public goods on the evolution of cooperation, and suggests that, compared with the linear or threshold PGG, the sigmoid PGG might be a more proper model for the evolution of cooperation within the well-mixed population.
线性或阈值公共物品博弈(PGG)被广泛认为是一种典范模型,可以用来研究社会困境中合作的演化。在这里,我们通过采用达尔文动力学来探索公共物品结构的非线性对混合人群中合作演化的重要影响,该动力学同时考虑了种群和策略在连续自适应景观上的演化,并将进化稳定策略(ESS)的概念扩展为一种策略联盟,它既是收敛稳定的,又能抵抗入侵。结果表明:(i)在线性 PGG 中,不贡献任何东西是一个 ESS,这与实验数据相矛盾;(ii)在阈值 PGG 中,贡献阈值是一个脆弱的 ESS,无法抵抗不贡献任何东西的入侵;(iii)如果回报率相对较高,在 sigmoid PGG 中存在一个超过一半的稳健 ESS。这项工作揭示了公共物品结构的非线性对合作演化的重要影响,并表明与线性或阈值 PGG 相比,sigmoid PGG 可能是混合人群中合作演化的更合适模型。