Unit 66136, Beijing, 100042, China.
Science and Technology on Information Systems Engineering Laboratory, National University of Defense Technology, Changsha, 410073, China.
Sci Rep. 2021 Jan 13;11(1):1127. doi: 10.1038/s41598-020-80770-8.
The spreading of cooperation in structured population is a challenging problem which can be observed at different scales of social and biological organization. Generally, the problem is studied by evaluating the chances that few initial invading cooperators, randomly appearing in a network, can lead to the spreading of cooperation. In this paper we demonstrate that in many scenarios some cooperators are more influential than others and their initial positions can facilitate the spreading of cooperation. We investigate six different ways to add initial cooperators in a network of cheaters, based on different network-based measurements. Our research reveals that strategically positioning the initial cooperators in a population of cheaters allows to decrease the number of initial cooperators necessary to successfully seed cooperation. The strategic positioning of initial cooperators can also help to shorten the time necessary for the restoration of cooperation. The optimal ways in which the initial cooperators should be placed is, however, non-trivial in that it depends on the degree of competition, the underlying game, and the network structure. Overall, our results show that, in structured populations, few cooperators, well positioned in strategically chosen places, can spread cooperation faster and easier than a large number of cooperators that are placed badly.
结构人口中的合作扩散是一个具有挑战性的问题,可以在不同的社会和生物组织规模上观察到。通常,通过评估少数最初出现在网络中的合作入侵者成功传播合作的机会来研究该问题。在本文中,我们证明在许多情况下,一些合作者比其他合作者更具影响力,他们的初始位置可以促进合作的传播。我们研究了在骗子网络中添加初始合作者的六种不同方法,这些方法基于不同的基于网络的度量。我们的研究表明,在骗子群体中战略性地定位初始合作者可以减少成功播种合作所需的初始合作者数量。初始合作者的战略定位也有助于缩短恢复合作所需的时间。然而,初始合作者应如何最佳放置是一个复杂的问题,因为它取决于竞争程度、基础博弈和网络结构。总的来说,我们的结果表明,在结构化种群中,少量处于战略性选择位置的合作者可以比大量处于不良位置的合作者更快、更容易地传播合作。