Baek Seung Ki, Yi Su Do, Jeong Hyeong-Chai
Department of Physics, Pukyong National University, Busan 48513, Republic of Korea.
CCSS, Department of Physics and Astronomy, Seoul National University, Seoul 08826, Republic of Korea.
J Theor Biol. 2017 Oct 7;430:215-220. doi: 10.1016/j.jtbi.2017.07.026. Epub 2017 Jul 26.
The prisoner's dilemma describes a conflict between a pair of players, in which defection is a dominant strategy whereas cooperation is collectively optimal. The iterated version of the dilemma has been extensively studied to understand the emergence of cooperation. In the evolutionary context, the iterated prisoner's dilemma is often combined with population dynamics, in which a more successful strategy replicates itself with a higher growth rate. Here, we investigate the replicator dynamics of three representative strategies, i.e., unconditional cooperation, unconditional defection, and tit-for-tat, which prescribes reciprocal cooperation by mimicking the opponent's previous move. Our finding is that the dynamics is self-dual in the sense that it remains invariant when we apply time reversal and exchange the fractions of unconditional cooperators and defectors in the population. The duality implies that the fractions can be equalized by tit-for-tat players, although unconditional cooperation is still dominated by defection. Furthermore, we find that mutation among the strategies breaks the exact duality in such a way that cooperation is more favored than defection, as long as the cost-to-benefit ratio of cooperation is small.
囚徒困境描述了一对参与者之间的冲突,其中背叛是占优策略,而合作是集体最优策略。该困境的重复版本已被广泛研究,以理解合作的出现。在进化背景下,重复囚徒困境通常与种群动态相结合,其中更成功的策略以更高的增长率自我复制。在此,我们研究三种代表性策略的复制动态,即无条件合作、无条件背叛和针锋相对策略(该策略通过模仿对手的上一步行动来规定相互合作)。我们的发现是,这种动态在时间反转且交换种群中无条件合作者和背叛者的比例时保持不变的意义上是自对偶的。这种对偶性意味着,尽管无条件合作仍被背叛所主导,但针锋相对的参与者可以使比例相等。此外,我们发现策略之间的突变以这样一种方式打破了精确的对偶性,即只要合作的成本效益比小,合作就比背叛更受青睐。