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Strategic tradeoffs in competitor dynamics on adaptive networks

机译:自适应网络上竞争对手动态的战略权衡

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摘要

Recent empirical work highlights the heterogeneity of social competitions such as political campaigns: proponents of some ideologies seek debate and conversation, others create echo chambers. While symmetric and static network structure is typically used as a substrate to study such competitor dynamics, network structure can instead be interpreted as a signature of the competitor strategies, yielding competition dynamics on adaptive networks. Here we demonstrate that tradeoffs between aggressiveness and defensiveness (i.e., targeting adversaries vs. targeting like-minded individuals) creates paradoxical behaviour such as non-transitive dynamics. And while there is an optimal strategy in a two competitor system, three competitor systems have no such solution; the introduction of extreme strategies can easily affect the outcome of a competition, even if the extreme strategies have no chance of winning. Not only are these results reminiscent of classic paradoxical results from evolutionary game theory, but the structure of social networks created by our model can be mapped to particular forms of payoff matrices. Consequently, social structure can act as a measurable metric for social games which in turn allows us to provide a game theoretical perspective on online political debates.
机译:最近的经验工作突显了诸如政治运动之类的社会竞争的异质性:某些意识形态的拥护者寻求辩论和对话,另一些意识形态的拥护者创造了回声室。虽然通常将对称和静态网络结构用作研究此类竞争者动态的基础,但可以将网络结构解释为竞争者策略的标志,从而在自适应网络上产生竞争动态。在这里,我们证明了侵略性和防御性之间的权衡(即,针对对手与针对志趣相投的人)会产生自相矛盾的行为,例如非传递动力。尽管在两个竞争者系统中有一个最佳策略,但三个竞争者系统却没有这样的解决方案。即使极端策略没有获胜的机会,采用极端策略也很容易影响比赛的结果。这些结果不仅让人联想到进化博弈论的经典悖论结果,而且我们的模型创建的社交网络的结构可以映射到特定形式的收益矩阵。因此,社会结构可以作为社交游戏的可衡量指标,从而使我们能够提供关于在线政治辩论的博弈论视角。

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