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P2 The Complexity of Resilience Problems via Valued Constraint Satisfaction Problems

通过值约束满足问题研究 resilience 问题的复杂度
LICS Proceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer Science2024匹配度 1/10 · 论文研究数据库 UCQ resilience 问题在无限域 VCSP 下的复杂度二分,属于逻辑、约束满足与数据库理论的纯理论工作,并未涉及静态分析、LLM/Agent、浮点程序分析或贝叶斯程序分析等用户核心方向。引用 5 inbox
Manuel Bodirsky, Žaneta Semanišinová, Carsten Lutz
crossref: 2026-09-12dblp: 2026-09-12arxiv: 2026-09-12

AI 速览

一句话:将数据库 UCQ 的 resilience 问题归约为无限域 VCSP,给出硬度与多项式可解条件,并对无环情形得到复杂度二分。

本文研究值约束满足问题(VCSP)在可数无限域上的复杂度,其中代价函数的自同构群构成寡态置换群。作者给出了一个硬度条件,它推广了经典 CSP 中的 pp-可构造性,并给出基于分数多态(fractional polymorphisms)的多项式时间可解性条件。随后,作者观察到数据库理论中袋语义下合取查询并(UCQ)的 resilience 问题可视为这类 VCSP 的特例。由此,他们对关联无环(incidence-acyclic)UCQ 得到复杂度二分,并用该方法确定了一个此前未决查询的复杂度,最后猜想其硬度与可解性条件对 UCQ resilience 问题相匹配。

问题
研究如何刻画可数无限域上 VCSP 的难解与可解边界,并利用该框架确定数据库 UCQ resilience 问题的复杂度。
方法
在自同构群为寡态置换群的无限域上,推广 pp-可构造性给出硬度条件,并用分数多态给出多项式时间可解条件,再将袋语义 UCQ resilience 归约为此类 VCSP。
评估
论文通过理论证明建立这些条件,得到关联无环 UCQ 的复杂度二分,并确定一个文献中未决查询的复杂度;一般 UCQ 情形仍以猜想形式提出。
原文摘要(Abstract)

Valued constraint satisfaction problems (VCSPs) constitute a large class of computational optimisation problems. It was shown recently that, over finite domains, every VCSP is in P or NP-complete, depending on the admitted cost functions. In this article, we study cost functions over countably infinite domains whose automorphisms form an oligomorphic permutation group. Our results include a hardness condition based on a generalisation of pp-constructability as known from classical CSPs and a polynomial-time tractability condition based on the concept of fractional polymorphisms. We then observe that the resilience problem for unions of conjunctive queries (UCQs) studied in database theory, under bag semantics, may be viewed as a special case of the VCSPs that we consider. We obtain a complexity dichotomy for the case of incidence-acyclic UCQs and exemplarily use our methods to determine the complexity of a query that had remained open in the literature. Further, we conjecture that our hardness and tractability conditions match for resilience problems for UCQs.

链接与引用

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BibTeX
@inproceedings{BodirskySL26,
  title = {The Complexity of Resilience Problems via Valued Constraint Satisfaction Problems},
  author = {Manuel Bodirsky and Žaneta Semanišinová and Carsten Lutz},
  booktitle = {LICS},
  year = {2024},
  doi = {10.1145/3661814.3662071}
}