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网络囚徒困境中的社会模仿与策略选择,或共识与合作

Social imitation versus strategic choice, or consensus versus cooperation, in the networked Prisoner's Dilemma.

作者信息

Vilone Daniele, Ramasco José J, Sánchez Angel, San Miguel Maxi

机构信息

LABSS (Laboratory of Agent Based Social Simulation), Institute of Cognitive Science and Technology, National Research Council (CNR), Via Palestro 32, 00185 Rome, Italy.

Instituto de Física Interdisciplinar y Sistemas Complejos IFISC (CSIC-UIB), 07122 Palma de Mallorca, Spain.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2014 Aug;90(2):022810. doi: 10.1103/PhysRevE.90.022810. Epub 2014 Aug 22.

DOI:10.1103/PhysRevE.90.022810
PMID:25215784
Abstract

The interplay of social and strategic motivations in human interactions is a largely unexplored topic in collective social phenomena. Whether individuals' decisions are taken in a purely strategic basis or due to social pressure without a rational background crucially influences the model outcome. Here we study a networked Prisoner's Dilemma in which decisions are made either based on the replication of the most successful neighbor's strategy (unconditional imitation) or by pure social imitation following an update rule inspired by the voter model. The main effects of the voter dynamics are an enhancement of the final consensus, i.e., asymptotic states are generally uniform, and a promotion of cooperation in certain regions of the parameter space as compared to the outcome of purely strategic updates. Thus, voter dynamics acts as an interface noise and has a similar effect as a pure random noise; furthermore, its influence is mostly independent of the network heterogeneity. When strategic decisions are made following other update rules such as the replicator or Moran processes, the dynamic mixed state found under unconditional imitation for some parameters disappears, but an increase of cooperation in certain parameter regions is still observed. Comparing our results with recent experiments on the Prisoner's Dilemma, we conclude that such a mixed dynamics may explain moody conditional cooperation among the agents.

摘要

在集体社会现象中,人类互动中社会动机与策略动机的相互作用在很大程度上是一个未被探索的课题。个体的决策是基于纯粹的策略基础,还是由于缺乏理性背景的社会压力,这对模型结果有着至关重要的影响。在此,我们研究一种网络化的囚徒困境,其中决策要么基于最成功邻居策略的复制(无条件模仿),要么通过遵循受选民模型启发的更新规则进行纯粹的社会模仿。选民动态的主要影响是增强最终的共识,即渐近状态通常是一致的,并且与纯粹策略更新的结果相比,在参数空间的某些区域促进了合作。因此,选民动态起到了界面噪声的作用,并且具有与纯粹随机噪声类似的效果;此外,其影响大多与网络异质性无关。当按照其他更新规则(如复制者或莫兰过程)做出策略决策时,在无条件模仿下某些参数所发现的动态混合状态消失了,但在某些参数区域仍观察到合作的增加。将我们的结果与最近关于囚徒困境的实验进行比较,我们得出结论,这种混合动态可能解释了参与者之间情绪化的条件合作。

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