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P2 Algebraic Approach to Approximation

近似问题的代数方法
LICS Proceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer Science2024匹配度 1/10 · 论文研究 valued promise CSP 的代数框架与不可近似性,属于理论计算机/约束满足领域,与用户关注的静态分析、PL、LLM/Agent、浮点程序分析和贝叶斯程序分析没有直接交叉。引用 4 inbox
Libor Barto, Silvia Butti, Alexandr Kazda, Caterina Viola, Stanislav Živný
crossref: 2026-09-12dblp: 2026-09-12

AI 速览

一句话:为 valued promise CSP 建立代数框架,用 valued minion 同态统一导出近似归约与不可近似性。

本文研究有值 promise CSP(valued promise CSP)的近似复杂度,旨在为这类约束满足问题建立类似代数方法的统一框架。作者为每个有值 promise CSP 关联一个代数对象——valued minion,并证明若两个关联的 valued minion 之间存在同态,则原 CSP 之间存在多项式时间归约。该一般归约定理可推出若干重要不可近似性结果,例如几乎可解的线性方程组在超过随机赋值阈值后不可近似。工作以代数同态刻画归约,为 promise CSP 的近似下界提供了通用工具。

问题
如何用代数方法刻画有值 promise CSP 的近似归约,并统一推导不可近似性下界。
方法
为每个有值 promise CSP 关联 valued minion,证明 valued minion 同态可推出原 CSP 间的多项式时间归约。
评估
通过将该归约定理应用于具体 CSP(如几乎可解线性方程组)得到不可近似性结果,验证其一般性与统一性。
原文摘要(Abstract)

Following the success of the so-called algebraic approach to the study of decision constraint satisfaction problems (CSPs), exact optimization of valued CSPs, and most recently promise CSPs, we propose an algebraic framework for valued promise CSPs. To every valued promise CSP we associate an algebraic object, its so-called valued minion. Our main result shows that the existence of a homomorphism between the associated valued minions implies a polynomial-time reduction between the original CSPs. We also show that this general reduction theorem includes important inapproximability results, for instance, the inapproximability of almost solvable systems of linear equations beyond the random assignment threshold.

链接与引用

DOI 原文 · PDF(开放获取) · DBLP

BibTeX
@inproceedings{abs-2401-15186,
  title = {Algebraic Approach to Approximation},
  author = {Libor Barto and Silvia Butti and Alexandr Kazda and Caterina Viola and Stanislav Živný},
  booktitle = {LICS},
  year = {2024},
  doi = {10.1145/3661814.3662076}
}