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We study functional clones, which are sets of non-negative pseudo-Boolean functions (functions $\{0,1\}^k\to\mathbb{R}_{\geq 0}$) closed under (essentially) multiplication, summation and limits. Functional clones naturally form a lattice…

离散数学 · 计算机科学 2018-04-13 Andrei Bulatov , Leslie Ann Goldberg , Mark Jerrum , David Richerby , Stanislav Živný

We study the complexity of approximately solving the weighted counting constraint satisfaction problem #CSP(F). In the conservative case, where F contains all unary functions, there is a classification known for the case in which the domain…

计算复杂性 · 计算机科学 2014-07-08 Xi Chen , Martin Dyer , Leslie Ann Goldberg , Mark Jerrum , Pinyan Lu , Colin McQuillan , David Richerby

We construct a theory of holant clones to capture the notion of expressibility in the holant framework. Their role is analogous to the role played by functional clones in the study of weighted counting Constraint Satisfaction Problems. We…

计算复杂性 · 计算机科学 2023-04-25 Miriam Backens , Leslie Ann Goldberg

We analyse the complexity of approximate counting constraint satisfactions problems $\mathrm{\#CSP}(\mathcal{F})$, where $\mathcal{F}$ is a set of nonnegative rational-valued functions of Boolean variables. A complete classification is…

计算复杂性 · 计算机科学 2020-01-17 Miriam Backens , Andrei Bulatov , Leslie Ann Goldberg , Colin McQuillan , Stanislav Živný

A fundamental fact for the algebraic theory of constraint satisfaction problems (CSPs) over a fixed template is that pp-interpretations between at most countable \omega-categorical relational structures have two algebraic counterparts for…

逻辑 · 数学 2017-01-25 Libor Barto , Jakub Opršal , Michael Pinsker

We give a trichotomy theorem for the complexity of approximately counting the number of satisfying assignments of a Boolean CSP instance. Such problems are parameterised by a constraint language specifying the relations that may be used in…

计算复杂性 · 计算机科学 2009-07-23 Martin Dyer , Leslie Ann Goldberg , Mark Jerrum

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

A Galois connection between clones and relational clones on a fixed finite domain is one of the cornerstones of the so-called algebraic approach to the computational complexity of non-uniform Constraint Satisfaction Problems (CSPs). Cohen…

计算复杂性 · 计算机科学 2016-05-31 Peter Fulla , Stanislav Zivny

We study the complexity of approximate counting Constraint Satisfaction Problems (#CSPs) in a bounded degree setting. Specifically, given a Boolean constraint language $\Gamma$ and a degree bound $\Delta$, we study the complexity of…

数据结构与算法 · 计算机科学 2020-08-21 Andreas Galanis , Leslie Ann Goldberg , Kuan Yang

The class of threshold functions is known to be characterizable by functional equations or, equivalently, by pairs of relations, which are called relational constraints. It was shown by Hellerstein that this class cannot be characterized by…

环与代数 · 数学 2016-11-22 Miguel Couceiro , Erkko Lehtonen , Karsten Schölzel

The Constraint Satisfaction Problem (CSP) is ubiquitous in various areas of mathematics and computer science. Many of its variations have been studied including the Counting CSP, where the goal is to find the number of solutions to a CSP…

计算复杂性 · 计算机科学 2025-01-24 Amirhossein Kazeminia , Andrei A. Bulatov

Clones of functions play a foundational role in both universal algebra and theoretical computer science. In this work, we introduce clone merge monoids (cm-monoids), a unifying one-sorted algebraic framework that integrates abstract clones,…

范畴论 · 数学 2025-01-28 Antonio Bucciarelli , Pierre-Louis Curien , Antonino Salibra

Constraint Satisfaction Problems (CSP) constitute a convenient way to capture many combinatorial problems. The general CSP is known to be NP-complete, but its complexity depends on a template, usually a set of relations, upon which they are…

计算复杂性 · 计算机科学 2010-11-23 Florian Richoux

There exist two conjectures for constraint satisfaction problems (CSPs) of reducts of finitely bounded homogeneous structures: the first one states that tractability of the CSP of such a structure is, when the structure is a model-complete…

计算机科学中的逻辑 · 计算机科学 2018-09-25 Libor Barto , Michael Kompatscher , Miroslav Olšák , Trung Van Pham , Michael Pinsker

Universal algebra and clone theory have proven to be a useful tool in the study of constraint satisfaction problems since the complexity, up to logspace reductions, is determined by the set of polymorphisms of the constraint language. For…

计算复杂性 · 计算机科学 2013-10-15 Victor Lagerkvist

In the Constraint Satisfaction Problem (CSP for short) the goal is to decide the existence of a homomorphism from a given relational structure $G$ to a given relational structure $H$. If the structure $H$ is fixed and $G$ is the only input,…

计算机科学中的逻辑 · 计算机科学 2025-10-14 Andrei A. Bulatov , Amirhossein Kazeminia

We study the complexity of Boolean constraint satisfaction problems (CSPs) when the assignment must have Hamming weight in some congruence class modulo M, for various choices of the modulus M. Due to the known classification of tractable…

计算复杂性 · 计算机科学 2019-02-14 Joshua Brakensiek , Sivakanth Gopi , Venkatesan Guruswami

We investigate the complexity of the Boolean clone membership problem (CMP): given a set of Boolean functions $F$ and a Boolean function $f$, determine if $f$ is in the clone generated by $F$, i.e., if it can be expressed by a circuit with…

计算复杂性 · 计算机科学 2021-06-29 Emil Jeřábek

The Bodirsky-Pinsker conjecture asserts a P vs. NP-complete dichotomy for the computational complexity of Constraint Satisfaction Problems (CSPs) of first-order reducts of finitely bounded homogeneous structures. Prominently, two structures…

逻辑 · 数学 2026-02-03 Roman Feller , Michael Pinsker

We introduce a new type of closure operator on the set of relations, max-implementation, and its weaker analog max-quantification. Then we show that approximation preserving reductions between counting constraint satisfaction problems…

计算机科学中的逻辑 · 计算机科学 2012-10-12 Andrei A. Bulatov , Amir Hedayaty
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