Institute of Artificial Intelligence, Faculty of Mathematics and Natural Sciences, University of Groningen, Groningen, The Netherlands.
J Theor Biol. 2011 Dec 7;290:88-103. doi: 10.1016/j.jtbi.2011.08.034. Epub 2011 Sep 1.
Evolutionary models for altruistic behavior typically make the assumption of homogeneity: each individual has the same costs and benefits associated with cooperating with each other and punishing for selfish behavior. In this paper, we relax this assumption by separating the population into heterogeneous classes, such that individuals from different classes differ in their ability to punish for selfishness. We compare the effects of introducing heterogeneity this way across two population models, that each represents a different type of population: the infinite and well-mixed population describes the way workers of social insects such as ants are organized, while a spatially structured population is more related to the way social norms evolve and are maintained in a social network. We find that heterogeneity in the effectiveness of punishment by itself has little to no effect on whether or not altruistic behavior will stabilize in a population. In contrast, heterogeneity in the cost that individuals pay to punish for selfish behavior allows altruistic behavior to be maintained more easily. Fewer punishers are needed to deter selfish behavior, and the individuals that punish will mostly belong to the class that pays a lower cost to do so. This effect is amplified when individuals that pay a lower cost for punishing inflict a higher punishment. The two population models differ when individuals that pay a low cost for punishing also inflict a lower punishment. In this situation, altruistic behavior becomes harder to maintain in an infinite and well-mixed population. However, this effect does not occur when the population is spatially structured.
每个个体与彼此合作和惩罚自私行为相关联的成本和收益是相同的。在本文中,我们通过将群体划分为异质类来放松这一假设,使得不同类别的个体在惩罚自私行为的能力上有所不同。我们比较了在两种群体模型中以这种方式引入异质性的效果,这两种模型分别代表了不同类型的群体:无限且均匀混合的群体描述了蚂蚁等社会昆虫工蚁的组织方式,而空间结构的群体则更与社会规范在社交网络中演变和维持的方式有关。我们发现,惩罚效率的异质性本身对利他行为是否能在群体中稳定存在几乎没有影响。相比之下,个体因自私行为而付出的惩罚成本的异质性使得利他行为更容易维持。需要较少的惩罚者来阻止自私行为,而进行惩罚的个体大多属于付出较低成本的群体。当付出较低惩罚成本的个体施加更高的惩罚时,这种效果会被放大。当付出较低惩罚成本的个体也施加较低的惩罚时,两种群体模型会有所不同。在这种情况下,利他行为在无限且均匀混合的群体中更难维持。然而,当群体具有空间结构时,这种效应就不会发生。