论文标题
社会生态系统中有限理性参与者的分解混合
Disassortative mixing of boundedly-rational players in socio-ecological systems
论文作者
论文摘要
有限的理性是指在非合作游戏中玩家的非最佳合理性。在网络游戏中，玩家的有限合理性可能是异质的，并且在空间上分发。已经表明，表明玩家网络的整体合理性的“系统理性”可能在现实网络中无标度或核心围栏拓扑的出现中起关键作用。另一方面，标量 - 分层性是用于量化节点相对于给定标量属性的分类混合的度量。在这项工作中，我们观察到基于节点理性的标量分层性，对网络的系统合理性的影响。基于仿真结果，我们表明，无论放置具有较高合理性的节点，源理性的分解混合都有助于最大程度地提高人群中的系统合理性。这些发现可能在社会经济系统中具有有用的解释和应用，以最大程度地利用战略参与者的互动效用。
Bounded rationality refers to the non-optimal rationality of players in non-cooperative games. In a networked game, the bounded rationality of players may be heterogeneous and spatially distributed. It has been shown that the `system rationality', which indicates the overall rationality of a network of players, may play a key role in the emergence of scale-free or core-periphery topologies in real-world networks. On the other hand, scalar-assortativity is a metric used to quantify the assortative mixing of nodes with respect to a given scalar attribute. In this work, we observe the effect of node rationality-based scalar-assortativity, on the system rationality of a network. Based on simulation results, we show that irrespective of the placement of nodes with higher rationality, it is the disassortative mixing of node rationality that helps to maximize system rationality in a population. The findings may have useful interpretations and applications in socio-economic systems in maximizing the utility of interactions in a population of strategic players.
