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The constraint satisfaction problem (CSP) involves deciding, given a set of variables and a set of constraints on the variables, whether or not there is an assignment to the variables satisfying all of the constraints. One formulation of…

计算复杂性 · 计算机科学 2017-01-09 Hubie Chen , Benoit Larose

The Constraint Satisfaction Problem (CSP) is a problem of computing a homomorphism $\mathbf{R}\to \mathbf{\Gamma}$ between two relational structures, where $\mathbf{R}$ is defined over a domain $V$ and $\mathbf{\Gamma}$ is defined over a…

计算复杂性 · 计算机科学 2023-11-21 Rustem Takhanov

In this paper we study the complexity of counting Constraint Satisfaction Problems (CSPs) of the form #CSP($\mathcal{C}$,-), in which the goal is, given a relational structure $\mathbf{A}$ from a class $\mathcal{C}$ of structures and an…

计算复杂性 · 计算机科学 2020-05-15 Andrei A. Bulatov , Stanislav Zivny

Constraint satisfaction problem (CSP) is a well-studied combinatorial search problem, in which we are asked to find an assignment of values to given variables so as to satisfy all of given constraints. We study a reconfiguration variant of…

数据结构与算法 · 计算机科学 2018-12-31 Tatsuhiko Hatanaka , Takehiro Ito , Xiao Zhou

Constraint satisfaction problems are computational problems that naturally appear in many areas of theoretical computer science. One of the central themes is their computational complexity, and in particular the border between…

计算复杂性 · 计算机科学 2026-04-28 Manuel Bodirsky

The CSP (constraint satisfaction problems) is a class of problems deciding whether there exists a homomorphism from an instance relational structure to a target one. The CSP dichotomy is a profound result recently proved by Zhuk (2020, J.…

逻辑 · 数学 2023-01-13 Azza Gaysin

We initiate a systematic study of the computational complexity of the Constraint Satisfaction Problem (CSP) over finite structures that may contain both relations and operations. We show the close connection between this problem and a…

计算机科学中的逻辑 · 计算机科学 2021-12-02 Libor Barto , William DeMeo , Antoine Mottet

A constraint satisfaction problem (CSP) is a computational problem where the input consists of a finite set of variables and a finite set of constraints, and where the task is to decide whether there exists a satisfying assignment of values…

计算复杂性 · 计算机科学 2019-04-23 Manuel Bodirsky

The role of polymorphisms in determining the complexity of constraint satisfaction problems is well established. In this context we study the stability of CSP complexity and polymorphism properties under some basic graph theoretic…

组合数学 · 数学 2016-07-22 Marcel Jackson , Tomasz Kowalski , Todd Niven

Valued constraint satisfaction problems (VCSPs) are a large class of combinatorial optimisation problems. The computational complexity of VCSPs depends on the set of allowed cost functions in the input. Recently, the computational…

计算机科学中的逻辑 · 计算机科学 2022-04-04 Manuel Bodirsky , Marcello Mamino , Caterina Viola

An important question in the study of constraint satisfaction problems (CSP) is understanding how the graph or hypergraph describing the incidence structure of the constraints influences the complexity of the problem. For binary CSP…

数据结构与算法 · 计算机科学 2015-03-13 Dániel Marx

Symmetric Datalog, a fragment of the logic programming language Datalog, is conjectured to capture all constraint satisfaction problems (CSP) in L. Therefore developing tools that help us understand whether or not a CSP can be defined in…

计算复杂性 · 计算机科学 2013-12-18 Laszlo Egri

The constraint satisfaction problem asks to decide if a set of constraints over a relational structure $\mathcal{A}$ is satisfiable (CSP$(\mathcal{A})$). We consider CSP$(\mathcal{A} \cup \mathcal{B})$ where $\mathcal{A}$ is a structure and…

计算复杂性 · 计算机科学 2024-08-28 Peter Jonsson , Victor Lagerkvist , George Osipov

Valued constraint satisfaction problems (VCSPs) are a large class of combinatorial optimisation problems. It is desirable to classify the computational complexity of VCSPs depending on a fixed set of allowed cost functions in the input.…

逻辑 · 数学 2018-04-06 Manuel Bodirsky , Marcello Mamino , Caterina Viola

A constraint satisfaction problem (CSP) is a problem of computing a homomorphism ${\bf R} \rightarrow {\bf \Gamma}$ between two relational structures. Analyzing its complexity has been a very fruitful research direction, especially for…

计算复杂性 · 计算机科学 2017-08-29 Rustem Takhanov

The algebraic dichotomy conjecture for Constraint Satisfaction Problems (CSPs) of reducts of (infinite) finitely bounded homogeneous structures states that such CSPs are polynomial-time tractable when the model-complete core of the template…

计算机科学中的逻辑 · 计算机科学 2020-07-22 Manuel Bodirsky , Antoine Mottet , Miroslav Olšák , Jakub Opršal , Michael Pinsker , Ross Willard

We study the complexity of the parameterised counting constraint satisfaction problem: given a set of constraints over a set of variables and a positive integer $k$, how many ways are there to assign $k$ variables to 1 (and the others to 0)…

计算复杂性 · 计算机科学 2026-04-29 Panagiotis Aivasiliotis , Andreas Göbel , Marc Roth

The homomorphism problem for relational structures is an abstract way of formulating constraint satisfaction problems (CSP) and various problems in database theory. The decision version of the homomorphism problem received a lot of…

计算复杂性 · 计算机科学 2009-02-10 Andrei A. Bulatov , Victor Dalmau , Martin Grohe , Daniel Marx

The so-called algebraic approach to the constraint satisfaction problem (CSP) has been a prevalent method of the study of complexity of these problems since early 2000's. The core of this approach is the notion of polymorphisms which…

计算机科学中的逻辑 · 计算机科学 2026-05-15 Maximilian Hadek , Tomáš Jakl , Jakub Opršal

Constraint satisfaction problems (CSPs) are an important formal framework for the uniform treatment of various prominent AI tasks, e.g., coloring or scheduling problems. Solving CSPs is, in general, known to be NP-complete and…

计算复杂性 · 计算机科学 2020-07-29 Hubie Chen , Georg Gottlob , Matthias Lanzinger , Reinhard Pichler
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