On the Descriptive Complexity of Temporal Constraint Satisfaction Problems

IF 2.3 2区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Manuel Bodirsky, Jakub Rydval
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引用次数: 0

Abstract

Finite-domain constraint satisfaction problems are either solvable by Datalog or not even expressible in fixed-point logic with counting. The border between the two regimes can be described by a universal-algebraic minor condition. For infinite-domain constraint satisfaction problems (CSPs), the situation is more complicated even if the template structure of the CSP is model-theoretically tame. We prove that there is no Maltsev condition that characterizes Datalog already for the CSPs of first-order reducts of (ℚ;<); such CSPs are called temporal CSPs and are of fundamental importance in infinite-domain constraint satisfaction. Our main result is a complete classification of temporal CSPs that can be expressed in one of the following logical formalisms: Datalog, fixed-point logic (with or without counting), or fixed-point logic with the mod-2 rank operator. The classification shows that many of the equivalent conditions in the finite fail to capture expressibility in Datalog or fixed-point logic already for temporal CSPs.

论时间约束满足问题的描述复杂性
有限域约束满足问题要么是Datalog可解的,要么是在有计数的不动点逻辑中无法表达的。两种状态之间的边界可以用一个泛代数小条件来描述。对于无限域约束满足问题(CSP),即使CSP的模板结构在理论上是模型化的,情况也更为复杂。证明了(π;<)的一阶约的csp不存在表征Datalog的Maltsev条件;这种csp被称为时间csp,在无限域约束满足中具有重要意义。我们的主要结果是时间csp的完整分类,可以用以下逻辑形式之一表示:数据,定点逻辑(带或不带计数)或带mod-2秩算子的定点逻辑。该分类表明,对于时态csp,有限条件中的许多等效条件已经无法捕获Datalog或不动点逻辑中的可表达性。
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来源期刊
Journal of the ACM
Journal of the ACM 工程技术-计算机:理论方法
CiteScore
7.50
自引率
0.00%
发文量
51
审稿时长
3 months
期刊介绍: The best indicator of the scope of the journal is provided by the areas covered by its Editorial Board. These areas change from time to time, as the field evolves. The following areas are currently covered by a member of the Editorial Board: Algorithms and Combinatorial Optimization; Algorithms and Data Structures; Algorithms, Combinatorial Optimization, and Games; Artificial Intelligence; Complexity Theory; Computational Biology; Computational Geometry; Computer Graphics and Computer Vision; Computer-Aided Verification; Cryptography and Security; Cyber-Physical, Embedded, and Real-Time Systems; Database Systems and Theory; Distributed Computing; Economics and Computation; Information Theory; Logic and Computation; Logic, Algorithms, and Complexity; Machine Learning and Computational Learning Theory; Networking; Parallel Computing and Architecture; Programming Languages; Quantum Computing; Randomized Algorithms and Probabilistic Analysis of Algorithms; Scientific Computing and High Performance Computing; Software Engineering; Web Algorithms and Data Mining
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