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P2 Cutting the Cake: A Language for Fair Division

切蛋糕:一种公平分配语言
PLDI 7(PLDI)2023匹配度 2/10 · 论文属于程序语言与形式化验证/约束求解方向,但与用户关注的 PL 与 ML/Agentic、静态分析、浮点程序分析或贝叶斯程序分析交叉点无关;其应用领域是经济学中的公平分配,未涉及 LLM 或程序分析。引用 2 inbox
Noah Bertram, Alex Levinson, Justin Hsu
crossref: 2026-09-10

AI 速览

一句话:提出公平分配领域专用语言 Slice,将协议编译为逻辑约束并调用求解器自动验证无嫉妒性。

公平分配研究关注如何在多个代理间分配资源,使分配满足无嫉妒性;但标准场景下的协议极其复杂,其无嫉妒性证明常包含繁琐的分类讨论。本文提出 Slice,一种面向公平分配的领域特定语言。Slice 程序可被转换为编码无嫉妒性及其他目标属性的逻辑公式,并交给自动求解器判定。作者证明其约束生成过程既可靠又完备,并给出 Slice 的原型实现,用其自动检查了公平分配文献中的若干协议。结果说明,通过 DSL 与求解器结合,可望减轻协议设计与性质验证的负担。

问题
公平分配协议高度复杂,其无嫉妒性证明常依赖繁琐的分类讨论,缺乏自动化的性质验证手段。
方法
设计领域特定语言 Slice,将公平分配协议程序翻译为编码无嫉妒性等目标属性的逻辑约束,并调用自动求解器求解;同时证明约束生成过程的可靠性与完备性。
评估
实现 Slice 原型,并在公平分配文献中的若干协议上自动检查无嫉妒性,验证该语言与约束生成方法的可行性。
原文摘要(Abstract)

The fair division literature in economics considers how to divide resources between multiple agents such that the allocation is envy-free: each agent receives their favorite piece. Researchers have developed a variety of fair division protocols for the most standard setting, where the agents want to split a single item, however, the protocols are highly intricate and the proofs of envy-freeness involve tedious case analysis. We propose Slice, a domain specific language for fair-division. Programs in our language can be converted to logical formulas encoding envy-freeness and other target properties. Then, the constraints can be dispatched to automated solvers. We prove that our constraint generation procedure is sound and complete. We also report on a prototype implementation of Slice, which we have used to automatically check envy-freeness for several protocols from the fair division literature.

链接与引用

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BibTeX
@article{paperbot1972,
  title = {Cutting the Cake: A Language for Fair Division},
  author = {Noah Bertram and Alex Levinson and Justin Hsu},
  journal = {Proceedings of the ACM on Programming Languages},
  volume = {7},
  number = {PLDI},
  year = {2023},
  doi = {10.1145/3591293}
}