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P2 Solving finite-domain linear constraints in presence of the $\texttt{alldifferent}$

在存在 alldifferent 约束时求解有限域线性约束
LMCS vol.Volume 12, Issue 32017匹配度 2/10 · 论文研究约束满足中带 alldifferent 的有限域线性约束过滤算法,属于约束编程/约束求解方向;它与用户关注的静态分析、LLM/Agent、浮点程序分析和贝叶斯程序分析均无直接交叉,仅可能作为形式化方法底层求解技术间接相关。引用 0 inbox
Milan Banković
dblp: 2026-09-10crossref: 2026-09-10arxiv: 2026-09-10

AI 速览

一句话:提出一种利用 alldifferent 约束信息来强化有限域线性约束过滤与变量界的改进算法。

约束满足问题中,线性约束的过滤算法通常未利用变量同时受 alldifferent 约束这一信息,因而边界传播可能偏弱。本文研究如何在这种情况下改进广泛使用的线性约束过滤算法:当线性约束中的变量还被 alldifferent 约束限制时,利用该结构计算更紧的变量边界,从而获得更强的约束传播。作者给出改进算法的详细描述并证明其正确性。实验在五类同时包含线性约束与 alldifferent 约束的问题上进行,并与相关方法比较;结果表明该改进具有较大潜力。

问题
在 CSP 中,线性约束过滤通常忽略变量同时受 alldifferent 约束的信息,导致变量界较弱、传播不足。
方法
提出针对线性约束变量也受 alldifferent 约束情形的改进过滤算法,利用该信息计算更强边界,并证明其正确性。
评估
在五类线性与 alldifferent 组合问题上实验,与相关方法比较,验证改进能增强传播并显示较大潜力。
原文摘要(Abstract)

In this paper, we investigate the possibility of improvement of the widely-used filtering algorithm for the linear constraints in constraint satisfaction problems in the presence of the alldifferent constraints. In many cases, the fact that the variables in a linear constraint are also constrained by some alldifferent constraints may help us to calculate stronger bounds of the variables, leading to a stronger constraint propagation. We propose an improved filtering algorithm that targets such cases. We provide a detailed description of the proposed algorithm and prove its correctness. We evaluate the approach on five different problems that involve combinations of the linear and the alldifferent constraints. We also compare our algorithm to other relevant approaches. The experimental results show a great potential of the proposed improvement.

链接与引用

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BibTeX
@article{Bankovic16,
  title = {Solving finite-domain linear constraints in presence of the $\texttt{alldifferent}$},
  author = {Milan Banković},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 12, Issue 3},
  year = {2017},
  doi = {10.2168/lmcs-12(3:5)2016}
}