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Cautious strategy update promotes cooperation in spatial prisoner's dilemma game

机译:谨慎的策略更新促进了空间囚徒困境游戏中的合作

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摘要

In the realistic world, individual cautiousness can be often involved or observed when a rational indvidual makes a decision. However, it remains unclear how such individual cautiousness influences the evolution of cooperative behavior. To this end, we consider a Fermi strategy updating rule, where each individual is assigned a cautiousness index that controls its learning activity, and then study the evolution of coperation in the spatial prisoners dilemma game. Interestingly, it is found that cooperation can be significanly promoted when individuals cautiousness is considered. In particular, there exists an optimal range of the degree of cautiousness resulting in the highest cooperation level. The remarkable promotion of cooperation, as well as the emerging phase transition is explained by configurational analysis. The sensitivity of cooperation to initial states with different fractions of cooperators is also discussed. The result illustrates that high densities of cooperators can be established at small initial fractions of cooperators. The detailed mechanism for such phenomenon is explained by analyzing the typical initial configurations.
机译:在现实世界中,当理性的个人做出决定时,往往会涉及或遵守个人的谨慎态度。但是,目前尚不清楚这种谨慎态度如何影响合作行为的发展。为此,我们考虑了费米策略更新规则,其中为每个人分配一个控制其学习活动的谨慎指数,然后研究空间囚徒困境博弈中合作的演变。有趣的是,发现当考虑个人谨慎时,合作可得到显着促进。特别是,谨慎程度的最佳范围会导致最高的合作水平。构型分析说明了合作的显着促进以及新兴的阶段过渡。还讨论了协作对具有不同比例的协作者的初始状态的敏感性。结果表明,可以在较小的合作者初始分数下建立高密度的合作者。通过分析典型的初始配置来解释这种现象的详细机制。

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