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解决囚徒困境的最优策略。

An optimal strategy to solve the Prisoner's Dilemma.

机构信息

Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas, Universidad Nacional Autónoma de México, México City, 04510, Mexico.

Fitzwilliam College, University of Cambridge, Storey's Way, CB3 ODG, UK.

出版信息

Sci Rep. 2018 Jan 31;8(1):1948. doi: 10.1038/s41598-018-20426-w.

Abstract

Cooperation is a central mechanism for evolution. It consists of an individual paying a cost in order to benefit another individual. However, natural selection describes individuals as being selfish and in competition among themselves. Therefore explaining the origin of cooperation within the context of natural selection is a problem that has been puzzling researchers for a long time. In the paradigmatic case of the Prisoner's Dilemma (PD), several schemes for the evolution of cooperation have been proposed. Here we introduce an extension of the Replicator Equation (RE), called the Optimal Replicator Equation (ORE), motivated by the fact that evolution acts not only at the level of individuals of a population, but also among competing populations, and we show that this new model for natural selection directly leads to a simple and natural rule for the emergence of cooperation in the most basic version of the PD. Contrary to common belief, our results reveal that cooperation can emerge among selfish individuals because of selfishness itself: if the final reward for being part of a society is sufficiently appealing, players spontaneously decide to cooperate.

摘要

合作是进化的核心机制。它是指一个个体为了使另一个个体受益而付出代价。然而,自然选择将个体描述为自私自利的,并且相互竞争。因此,在自然选择的背景下解释合作的起源是一个长期以来一直困扰研究人员的问题。在囚徒困境(PD)的典型案例中,已经提出了几种合作进化的方案。在这里,我们引入了复制者方程(RE)的扩展,称为最优复制者方程(ORE),这是受到这样一个事实的启发,即进化不仅在种群的个体层面起作用,而且在竞争的种群之间也起作用,我们表明,这种自然选择的新模型直接导致了 PD 的最简单版本中合作出现的一个简单而自然的规则。与普遍的看法相反,我们的结果表明,由于自私自利本身,自私的个体之间可以出现合作:如果成为一个社会的一部分的最终奖励足够吸引人,那么参与者就会自发地决定合作。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9407/5792647/42a2fdc7d8cb/41598_2018_20426_Fig1_HTML.jpg

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