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Dynamical Models Explaining Social Balance and Evolution of Cooperation

机译:社会平衡与合作演化的动力学模型

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摘要

Social networks with positive and negative links often split into two antagonistic factions. Examples of such a split abound: revolutionaries versus an old regime, Republicans versus Democrats, Axis versus Allies during the second world war, or the Western versus the Eastern bloc during the Cold War. Although this structure, known as social balance, is well understood, it is not clear how such factions emerge. An earlier model could explain the formation of such factions if reputations were assumed to be symmetric. We show this is not the case for non-symmetric reputations, and propose an alternative model which (almost) always leads to social balance, thereby explaining the tendency of social networks to split into two factions. In addition, the alternative model may lead to cooperation when faced with defectors, contrary to the earlier model. The difference between the two models may be understood in terms of the underlying gossiping mechanism: whereas the earlier model assumed that an individual adjusts his opinion about somebody by gossiping about that person with everybody in the network, we assume instead that the individual gossips with that person about everybody. It turns out that the alternative model is able to lead to cooperative behaviour, unlike the previous model.
机译:具有积极和消极联系的社交网络通常分为两个对立派系。这种分裂的例子比比皆是:革命者与旧政权,共和党与民主党,第二次世界大战期间的轴心国与盟军,或者冷战期间的西方集团与东方集团。尽管人们熟知这种被称为社会平衡的结构,但尚不清楚这种派系如何出现。如果声誉被认为是对称的,则较早的模型可以解释这种派系的形成。我们证明了非对称声誉并非如此,并提出了一种替代模型(几乎)总是导致社会平衡,从而解释了社交网络分裂为两个派系的趋势。此外,与早期模型相反,替代模型在面对叛逃者时可能会导致合作。可以通过基本的闲聊机制来理解这两种模型之间的区别:而较早的模型假设个人通过与网络中的每个人闲聊该人来调整对某人的看法,而我们假设该个人闲聊的对象关于每个人的人。事实证明,与先前的模型不同,替代模型能够导致合作行为。

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