Algorithmic fair allocation of indivisible items

IF 0.6 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS ACM SIGecom Exchanges Pub Date : 2022-02-17 DOI:10.1145/3572885.3572887
H. Aziz, Bo Li, H. Moulin, Xiaowei Wu
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引用次数: 37

Abstract

The theory of algorithmic fair allocation is at the center of multi-agent systems and economics in recent decades 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. In this survey, we focus on indivisible items, for which exact fairness as measured by envy-freeness and proportionality cannot be guaranteed. One main theme in the recent research agenda is designing algorithms that approximately achieve fairness criteria. We aim at presenting a comprehensive survey of recent progress 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.
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不可分割项目的算法公平分配
算法公平分配理论由于其工业和社会重要性,在近几十年来一直处于多智能体系统和经济学的中心。在高层,问题是将一组物品或家务分配给一组代理人,这样每个代理人都对自己获得的东西感到满意。在这项调查中,我们关注的是不可分割的项目,对于这些项目,无法保证以无嫉妒和相称性来衡量的确切公平性。最近研究议程中的一个主要主题是设计近似实现公平标准的算法。我们旨在通过算法的棱镜对最近的进展进行全面的调查,强调放松公平概念的方法和设计算法的常用技术,以及未来研究中最有趣的问题。
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ACM SIGecom Exchanges
ACM SIGecom Exchanges COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
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