The development of cooperation in evolving populations through social importance

P. Sequeira, S. Mascarenhas, Francisco S. Melo, Ana Paiva
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Abstract

Several agent-based frameworks have been proposed to investigate the possible reasons that lead humans to act in the interest of others while giving up individual gains. In this paper we propose a novel framework for analyzing this phenomenon based on the notions of social importance (SI) and local discrimination. We analyze such mechanism in the context of a “favors game” where a recipient agent can “claim” a favor to a donor agent, which may in turn “confer” its request at the expense of a certain cost. We perform several agent-based simulations and study both the conditions under which cooperation occurs and the dynamics of the relationships formed within a population. The results of our study indicate that the SI mechanism can promote cooperation in populations where all individuals share a common social predisposition towards the favors game, and also in initially mixed-strategy populations evolving by means of mutation and natural selection. We also show that the framework predicts the emergence of a conservative strategy that makes individuals to be “cautious” when interacting with “acquaintances”.
通过社会重要性在不断发展的人口中发展合作
已经提出了几个基于主体的框架来调查导致人类在放弃个人利益的同时为他人的利益而行动的可能原因。在本文中,我们提出了一个基于社会重要性和地方歧视概念的分析这一现象的新框架。我们在“恩惠博弈”的背景下分析了这种机制,在这种博弈中,接受者代理人可以向捐赠者代理人“索取”恩惠,而捐赠者代理人可能反过来以一定的成本为代价“授予”其请求。我们进行了几个基于代理的模拟,并研究了合作发生的条件和群体内形成的关系的动态。我们的研究结果表明,在所有个体都有共同的社会偏好的群体中,以及在最初通过突变和自然选择进化的混合策略群体中,SI机制可以促进合作。我们还表明,该框架预测了一种保守策略的出现,这种策略使个体在与“熟人”互动时变得“谨慎”。
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