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The logic MMSNP is a restricted fragment of existential second-order logic which allows to express many interesting queries in graph theory and finite model theory. The logic was introduced by Feder and Vardi who showed that every MMSNP…

计算复杂性 · 计算机科学 2020-11-26 Manuel Bodirsky , Florent Madelaine , Antoine Mottet

It is well known that the constraint satisfaction problem over a general relational structure A is polynomial time equivalent to the constraint problem over some associated digraph. We present a variant of this construction and show that…

计算复杂性 · 计算机科学 2017-01-11 Jakub Bulín , Dejan Delic , Marcel Jackson , Todd Niven

Feder-Vardi conjecture, which proposed that every finite-domain Constraint Satisfaction Problem (CSP) is either in P or it is NP-complete, has been solved independently by Bulatov and Zhuk almost ten years ago. Bodirsky-Pinsker conjecture…

计算复杂性 · 计算机科学 2026-04-06 Leonid Dorochko , Michał Wrona

In a non-uniform Constraint Satisfaction problem CSP(G), where G is a set of relations on a finite set A, the goal is to find an assignment of values to variables subject to constraints imposed on specified sets of variables using the…

计算复杂性 · 计算机科学 2020-07-20 Andrei A. Bulatov

Many natural combinatorial problems can be expressed as constraint satisfaction problems. This class of problems is known to be NP-complete in general, but certain restrictions on the form of the constraints can ensure tractability. The…

计算复杂性 · 计算机科学 2020-10-05 Dmitriy Zhuk

Forbidden Patterns Problems (FPPs) are a proper generalisation of Constraint Satisfaction Problems (CSPs). However, we show that when the input is connected and belongs to a class which has low tree-depth decomposition (e.g. structure of…

计算机科学中的逻辑 · 计算机科学 2015-07-01 Florent R. Madelaine

The constraint satisfaction problem (CSP) is concerned with homomorphisms between two structures. For CSPs with restricted left-hand side structures, the results of Dalmau, Kolaitis, and Vardi [CP'02], Grohe [FOCS'03/JACM'07], and Atserias,…

计算复杂性 · 计算机科学 2022-02-02 Clement Carbonnel , Miguel Romero , Stanislav Zivny

We present a definition of the class NP in combinatorial context as the set of languages of structures defined by finitely many forbidden lifted substructures. We apply this to special syntactically defined subclasses and show how they…

组合数学 · 数学 2007-06-13 Gabor Kun , Jaroslav Nesetril

Constraint Satisfaction Problems (CSPs) form a broad class of combinatorial problems, which can be formulated as homomorphism problems between relational structures. The CSP dichotomy theorem classifies all such problems over finite domains…

逻辑 · 数学 2025-08-04 Azza Gaysin

One of the central problems in the study of parametrized constraint satisfaction problems is the Dichotomy Conjecture by T. Feder and M. Vardi stating that the constraint satisfaction problem (CSP) over a fixed, finite constraint language…

计算复杂性 · 计算机科学 2017-12-12 Dejan Delić

A subset of Q^n is called semilinear (or piecewise linear) if it is Boolean combination of linear half-spaces. We study the computational complexity of the constraint satisfaction problem (CSP) over the rationals when all the constraints…

计算复杂性 · 计算机科学 2018-10-30 Manuel Bodirsky , Marcello Mamino

To any fixed, finite relational structure, $\mathbb{D}$, there is an associated decision problem, CSP$(\mathbb{D})$, which is a restricted version of the constraint satisfaction problem. In [8], the so called "algebraic approach" to the…

逻辑 · 数学 2016-09-14 Ian Payne

The Constraint Satisfaction Problem (CSP) has been intensively studied in many areas of computer science and mathematics. The approach to the CSP based on tools from universal algebra turned out to be the most successful one to study the…

逻辑 · 数学 2025-01-16 Andrei A. Bulatov

The algebraic approach to the Constraint Satisfaction Problem (CSP) uses high order symmetries of relational structures -- polymorphisms -- to study the complexity of the CSP. In this paper we further develop one of the methods the…

计算机科学中的逻辑 · 计算机科学 2020-07-21 Andrei A. Bulatov

Amalgamation SNP (ASNP) is a fragment of existential second-order logic that strictly contains binary connected MMSNP of Feder and Vardi and binary guarded monotone SNP of Bienvenu, ten Cate, Lutz, and Wolter; it is a promising candidate…

计算机科学中的逻辑 · 计算机科学 2020-01-29 Manuel Bodirsky , Simon Knäuer , Florian Starke

In the maximum constraint satisfaction problem (MAX CSP), one is given a finite collection of (possibly weighted) constraints on overlapping sets of variables, and the goal is to assign values from a given finite domain to the variables so…

计算复杂性 · 计算机科学 2007-05-23 Vladimir Deineko , Peter Jonsson , Mikael Klasson , Andrei Krokhin

The constraint satisfaction problem (CSP) is a general problem central to computer science and artificial intelligence. Although the CSP is NP-hard in general, considerable effort has been spent on identifying tractable subclasses. The main…

人工智能 · 计算机科学 2014-07-09 David A. Cohen , Martin C. Cooper , Páidí Creed , András Z. Salamon

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

In this paper we provide an extended formulation for the class of constraint satisfaction problems and prove that its size is polynomial for instances whose constraint graph has bounded treewidth. This implies new upper bounds on extension…

计算复杂性 · 计算机科学 2015-04-29 Petr Kolman , Martin Koutecký

Fagin defined the class $NP$ by the means of Existential Second-Order logic. Feder and Vardi expressed it (up to polynomial equivalence) by special fragments of Existential Second-Order logic (SNP), while the authors used forbidden expanded…

计算复杂性 · 计算机科学 2026-01-09 Gábor Kun , Jaroslav Nešetřil
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