Wang Xiaofeng, Perc Matjaž
Department of Automation, School of Information Science and Technology, Donghua University, Shanghai 201620, China.
Engineering Research Center of Digitized Textile and Apparel Technology, Donghua University, Ministry of Education, Shanghai 201620, China.
Proc Math Phys Eng Sci. 2021 Oct;477(2254):20210627. doi: 10.1098/rspa.2021.0627. Epub 2021 Oct 6.
Expulsion has been found to promote cooperation in social dilemmas, but only if it does not incur costs or is applied unilaterally. Here, we show that removing both conditions leads to a spontaneous resolution of the costly expulsion problem. Namely, by studying the public goods game where cooperators and defectors can expel others at a personal cost, we find that public cooperation thrives as expulsion costs increase. This is counterintuitive, as the cost of other-regarding behaviour typically places an additional burden on cooperation, which is in itself costly. Such scenarios are referred to as second-order free-rider problems, and they typically require an additional mechanism, such as network reciprocity, to be resolved. We perform a mean field analysis of the public goods game with bilateral costly expulsion, showing analytically that the expected payoff difference between cooperators and defectors increases with expulsion costs as long as players with the same strategy have, on average, a higher frequency to interact with each other. As the latter condition is often satisfied in social networks, our results thus reveal a fascinating new path to public cooperation, and they show that the costs of well-intended actions need not be low for them to be effective.
研究发现,驱逐行为能够促进社会困境中的合作,但前提是驱逐行为不产生成本或单方面实施。在此,我们表明,去除这两个条件会导致代价高昂的驱逐问题得到自发解决。具体而言,通过研究公共品博弈(在该博弈中,合作者和背叛者可以以个人成本驱逐他人),我们发现随着驱逐成本的增加,公共合作得以蓬勃发展。这有悖于直觉,因为利他行为的成本通常会给合作带来额外负担,而合作本身就代价高昂。此类情况被称为二阶搭便车问题,通常需要诸如网络互惠等额外机制才能解决。我们对具有双边代价高昂驱逐行为的公共品博弈进行了平均场分析,分析表明,只要具有相同策略的参与者平均有更高的频率相互作用,合作者与背叛者之间的预期收益差异就会随着驱逐成本的增加而增大。由于后一个条件在社交网络中常常得到满足,因此我们的研究结果揭示了一条通往公共合作的迷人新路径,并且表明善意行为的成本并不一定需要很低才能有效。