The theory of algorithmic fair allocation is within the center of multi-agent systems and economics in the last decade due to its industrial and social importance. At a high level, the problem is to assign a set of items that are either goods or chores to a set of agents so that every agent is happy with what she obtains. Particularly, in this survey, we focus on indivisible items, for which absolute fairness such as envy-freeness and proportionality cannot be guaranteed. One main theme in the recent research agenda is about designing algorithms that approximately achieve the fairness criteria. We aim at presenting a comprehensive survey of recent progresses through the prism of algorithms, highlighting the ways to relax fairness notions and common techniques to design algorithms, as well as the most interesting questions for future research.
翻译:算法公平分配理论是过去十年多试剂系统和经济学的核心,因为其工业和社会重要性。在高层次上,问题在于将一组货物或杂务物品分配给一组代理商,以便每个代理商都对她所获得的东西感到满意。特别是,在本次调查中,我们侧重于不可分割的项目,不能保证其绝对公平性,例如忌妒和相称性。在最近的研究议程中,一个主题是设计能够大致达到公平标准的算法。我们的目标是通过算法的棱镜对最近的进展进行一次全面调查,强调如何放松公平概念和设计算法的通用技术,以及未来研究最有趣的问题。