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Satisfiability Modulo Theories (SMT) solvers check the satisfiability of quantifier-free first-order logic formulas. We consider the theory of non-linear real arithmetic where the formulae are logical combinations of polynomial constraints.…

In this paper we propose a novel approach for checking satisfiability of non-linear constraints over the reals, called ksmt. The procedure is based on conflict resolution in CDCL style calculus, using a composition of symbolical and…

计算机科学中的逻辑 · 计算机科学 2019-07-08 Franz Brauße , Konstantin Korovin , Margarita Korovina , Norbert Th. Müller

The satisfiability problem in real closed fields is decidable. In the context of satisfiability modulo theories, the problem restricted to conjunctive sets of literals, that is, sets of polynomial constraints, is of particular importance.…

计算机科学中的逻辑 · 计算机科学 2015-11-05 Maximilian Jaroschek , Pablo Federico Dobal , Pascal Fontaine

The Conflict-Driven Cylindrical Algebraic Covering algorithm has proven well suited for performing theory validation checks in the satisfiability modulo theories paradigm for non-linear real arithmetic. CDCAC repurposes the theory…

数据结构与算法 · 计算机科学 2026-01-22 Abiola Babatunde , Matthew England , AmirHosein Sadeghimanesh

Cylindrical algebraic decomposition (CAD) is a core algorithm within Symbolic Computation, particularly for quantifier elimination over the reals and polynomial systems solving more generally. It is now finding increased application as a…

符号计算 · 计算机科学 2017-12-22 James H. Davenport , Matthew England

The Model-Constructing Satisfiability Calculus (MCSAT) framework has been applied to SMT problems over various arithmetic theories. NLSAT, an implementation using cylindrical algebraic decomposition (CAD) for explanation, is especially…

符号计算 · 计算机科学 2025-09-30 Zhonghan Wang

The Cylindrical Algebraic Decomposition (CAD) method is currently the only complete algorithm used in practice for solving real-algebraic problems. To ameliorate its doubly-exponential complexity, different exploration-guided adaptations…

符号计算 · 计算机科学 2025-08-04 Jasper Nalbach , Erika Ábrahám

This article makes the key observation that when using cylindrical algebraic decomposition (CAD) to solve a problem with respect to a set of polynomials, it is not always the signs of those polynomials that are of paramount importance but…

符号计算 · 计算机科学 2013-07-10 Russell Bradford , James H. Davenport , Matthew England , Scott McCallum , David Wilson

A new algorithm for deciding the satisfiability of polynomial formulas over the reals is proposed. The key point of the algorithm is a new projection operator, called sample-cell projection operator, custom-made for Conflict-Driven Clause…

计算机科学中的逻辑 · 计算机科学 2020-03-05 Haokun Li , Bican Xia

Cylindrical algebraic decompositions (CADs) are a key tool for solving problems in real algebraic geometry and beyond. We recently presented a new CAD algorithm combining two advances: truth-table invariance, making the CAD invariant with…

符号计算 · 计算机科学 2014-07-15 Matthew England , Russell Bradford , Changbo Chen , James H. Davenport , Marc Moreno Maza , David Wilson

Satisfiability Modulo the Theory of Nonlinear Real Arithmetic, SMT(NRA) for short, concerns the satisfiability of polynomial formulas, which are quantifier-free Boolean combinations of polynomial equations and inequalities with integer…

计算机科学中的逻辑 · 计算机科学 2023-03-22 Haokun Li , Bican Xia , Tianqi Zhao

Non-linear polynomial systems over finite fields are used to model functional behavior of cryptosystems, with applications in system security, computer cryptography, and post-quantum cryptography. Solving polynomial systems is also one of…

计算机科学中的逻辑 · 计算机科学 2023-10-20 Thomas Hader , Daniela Kaufmann , Laura Kovács

There are a variety of choices to be made in both computer algebra systems (CASs) and satisfiability modulo theory (SMT) solvers which can impact performance without affecting mathematical correctness. Such choices are candidates for…

符号计算 · 计算机科学 2021-06-17 Dorian Florescu , Matthew England

Satisfiability Modulo Theory (SMT) has recently emerged as a powerful tool for solving various automated reasoning problems across diverse domains. Unlike traditional satisfiability methods confined to Boolean variables, SMT can reason on…

计算机科学中的逻辑 · 计算机科学 2025-08-14 Arijit Shaw , Uddalok Sarkar , Kuldeep S. Meel

The cylindrical algebraic covering method was originally proposed to decide the satisfiability of a set of non-linear real arithmetic constraints. We reformulate and extend the cylindrical algebraic covering method to allow for checking the…

符号计算 · 计算机科学 2025-10-07 Jasper Nalbach , Gereon Kremer

Satisfiability modulo theory (SMT) consists in testing the satisfiability of first-order formulas over linear integer or real arithmetic, or other theories. In this survey, we explain the combination of propositional satisfiability and…

计算机科学中的逻辑 · 计算机科学 2016-06-16 David Monniaux

Cylindrical Algebraic Decomposition (CAD) has long been one of the most important algorithms within Symbolic Computation, as a tool to perform quantifier elimination in first order logic over the reals. More recently it is finding…

符号计算 · 计算机科学 2020-03-23 Matthew England , Russell Bradford , James H. Davenport

Cylindrical Algebraic Decomposition (CAD) is an important tool within computational real algebraic geometry, capable of solving many problems for polynomial systems over the reals. It has long been studied by the Symbolic Computation…

符号计算 · 计算机科学 2018-11-01 Alexander Imani Cowen-Rivers , Matthew England

This paper introduces a new approach to solving a continuous-time version of the multi-agent path finding problem. The algorithm translates the problem into an extension of the classical Boolean satisfiability problem, satisfiability modulo…

多智能体系统 · 计算机科学 2023-12-18 Tomáš Kolárik , Stefan Ratschan , Pavel Surynek

Cylindrical algebraic decomposition (CAD) is a key tool for solving problems in real algebraic geometry and beyond. In recent years a new approach has been developed, where regular chains technology is used to first build a decomposition in…

符号计算 · 计算机科学 2014-08-28 Matthew England , Russell Bradford , James H. Davenport , David Wilson
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