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P2 Constraint satisfaction problems over semilattice block Mal'tsev algebras

半格块 Mal'tsev 代数上的约束满足问题
LICS 2017 32nd Annual ACM/IEEE Symposium on Logic in Computer Science (LICS)2017匹配度 1/10 · 该论文研究半格块 Mal'tsev 代数上 CSP 的多项式时间可解性,属于通用代数与约束满足的纯理论复杂度工作;与用户关注的 LLM/Agent、静态分析、浮点程序分析、贝叶斯程序分析等方向几乎没有直接交集。引用 12 inbox
Andrei A. Bulatov
crossref: 2026-09-12dblp: 2026-09-12arxiv: 2026-09-12

AI 速览

一句话:提出结合局部传播与解空间基的混合方法,证明半格块 Mal'tsev 代数上的 CSP 多项式时间可解。

论文关注约束满足问题(CSP)的求解算法。传统方法主要有两类:局部传播和生成解空间基,而近年研究集中于将二者结合的混合算法。本文提出一种新的混合化方法,用以处理此前长期难以求解的一类 CSP。作者定义了一类称为半格块 Mal'tsev 的代数量:代数 A 具有二元运算 f、三元运算 m 以及同余 σ,使得商代数 A/σ 在 f 下为半格,f 在 σ 的每个块上为投影,且每个块在 Mal'tsev 运算 m 下构成 Mal'tsev 代数。论文在该受限 CSP 类上应用新方法,并证明半格块 Mal'tsev 代数上的约束满足问题可在多项式时间内求解。

问题
如何设计结合局部传播与解空间基生成的混合算法,以求解此前长期无法处理的特定约束满足问题。
方法
引入半格块 Mal'tsev 代数,利用其半格商、块上投影运算和 Mal'tsev 块结构,构造一种新的 CSP 混合求解方法。
评估
通过理论证明给出复杂度结果:半格块 Mal'tsev 代数上的 CSP 属于多项式时间可解。
原文摘要(Abstract)

There are two well known types of algorithms for solving CSPs: local propagation and generating a basis of the solution space. For several years the focus of the CSP research has been on ‘hybrid’ algorithms that somehow combine the two approaches. In this paper we present a new method of such hybridization that allows us to solve certain CSPs that has been out of reach for a quite a while. We consider these method on a fairly restricted class of CSPs given by algebras we will call semilattice block Mal'tsev. An algebra A is called semilattice block Mal'tsev if it has a binary operation f, a ternary operation m, and a congruence σ such that the quotient A/σ with operation f is a semilattice, f is a projection on every block of σ, and every block of σ is a Mal'tsev algebra with Mal'tsev operation m. We show that the constraint satisfaction problem over a semilattice block Mal'tsev algebra is solvable in polynomial time.

链接与引用

DOI 原文 · arXiv · PDF(开放获取) · DBLP

BibTeX
@inproceedings{Bulatov19,
  title = {Constraint satisfaction problems over semilattice block Mal'tsev algebras},
  author = {Andrei A. Bulatov},
  booktitle = {LICS},
  year = {2017},
  doi = {10.1109/lics.2017.8005149}
}