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We consider the problem of incrementally solving a sequence of quantified Boolean formulae (QBF). Incremental solving aims at using information learned from one formula in the process of solving the next formulae in the sequence. Based on a…

计算机科学中的逻辑 · 计算机科学 2014-09-05 Florian Lonsing , Uwe Egly

We consider planning with uncertainty in the initial state as a case study of incremental quantified Boolean formula (QBF) solving. We report on experiments with a workflow to incrementally encode a planning instance into a sequence of…

计算机科学中的逻辑 · 计算机科学 2016-04-05 Uwe Egly , Martin Kronegger , Florian Lonsing , Andreas Pfandler

Incremental SAT and QBF solving potentially yields improvements when sequences of related formulas are solved. An incremental application is usually tailored towards some specific solver and decomposes a problem into incremental solver…

计算机科学中的逻辑 · 计算机科学 2015-12-04 Uwe Egly , Florian Lonsing , Johannes Oetsch

Given an unsatisfiable formula, understanding the core reason for unsatisfiability is crucial in several applications. One effective way to capture this is through the minimal unsatisfiable subset (MUS), the subset-minimal set of clauses…

人工智能 · 计算机科学 2026-01-08 Mohimenul Kabir , Kuldeep S Meel

ExtractingMUCs(MinimalUnsatisfiableCores)fromanunsatisfiable constraint network is a useful process when causes of unsatisfiability must be understood so that the network can be re-engineered and relaxed to become sat- isfiable. Despite bad…

人工智能 · 计算机科学 2013-07-16 Éric Grégoire , Jean-Marie Lagniez , Bertrand Mazure

We propose a new algorithm for minimal unsatisfiable core extraction, based on a deeper exploration of resolution-refutation properties. We provide experimental results on formal verification benchmarks confirming that our algorithm finds…

计算机科学中的逻辑 · 计算机科学 2020-06-11 Nachum Dershowitz , Ziyad Hanna , Alexander Nadel

In various areas of computer science, we deal with a set of constraints to be satisfied. If the constraints cannot be satisfied simultaneously, it is desirable to identify the core problems among them. Such cores are called minimal…

计算机科学中的逻辑 · 计算机科学 2018-05-09 Jaroslav Bendik , Ivana Cerna , Nikola Benes

This paper introduces SATformer, a novel Transformer-based approach for the Boolean Satisfiability (SAT) problem. Rather than solving the problem directly, SATformer approaches the problem from the opposite direction by focusing on…

人工智能 · 计算机科学 2024-03-13 Zhengyuan Shi , Min Li , Yi Liu , Sadaf Khan , Junhua Huang , Hui-Ling Zhen , Mingxuan Yuan , Qiang Xu

The recently developed massively parallel satisfiability (SAT) solver HordeSAT was designed in a modular way to allow the integration of any sequential CDCL-based SAT solver in its core. We integrated the QCDCL-based quantified Boolean…

计算机科学中的逻辑 · 计算机科学 2016-06-15 Tomas Balyo , Florian Lonsing

The problem of finding small unsatisfiable cores for SAT formulas has recently received a lot of interest, mostly for its applications in formal verification. However, propositional logic is often not expressive enough for representing many…

计算机科学中的逻辑 · 计算机科学 2014-01-17 Alessandro Cimatti , Alberto Griggio , Roberto Sebastiani

We pioneer a new technique that allows us to prove a multitude of previously open simulations in QBF proof complexity. In particular, we show that extended QBF Frege p-simulates clausal proof systems such as IR-Calculus, IRM-Calculus,…

计算机科学中的逻辑 · 计算机科学 2024-08-07 Leroy Chew , Friedrich Slivovsky

Answer Set Programming with Quantifiers ASP(Q) extends Answer Set Programming (ASP) to allow for declarative and modular modeling of problems from the entire polynomial hierarchy. The first implementation of ASP(Q), called qasp, was based…

人工智能 · 计算机科学 2023-05-18 Wolfgang Faber , Giuseppe Mazzotta , Francesco Ricca

We present the latest major release version 6.0 of the quantified Boolean formula (QBF) solver DepQBF, which is based on QCDCL. QCDCL is an extension of the conflict-driven clause learning (CDCL) paradigm implemented in state of the art…

计算机科学中的逻辑 · 计算机科学 2017-07-27 Florian Lonsing , Uwe Egly

We establish a new bridge between propositional logic and elementary number theory. The main objects are "minimally unsatisfiable clause-sets", short "MUs", unsatisfiable conjunctive normal forms rendered satisfiable by elimination of any…

离散数学 · 计算机科学 2015-07-09 Oliver Kullmann , Xishun Zhao

Constraint Programming (CP) solvers typically tackle optimization problems by repeatedly finding solutions to a problem while placing tighter and tighter bounds on the solution cost. This approach is somewhat naive, especially for…

计算机科学中的逻辑 · 计算机科学 2015-08-26 Nicholas Downing , Thibaut Feydy , Peter J. Stuckey

Quantitative Bipolar Argumentation Frameworks (QBAFs) provide an alternative approach to computing argument acceptability in Bipolar Argumentation Frameworks (BAFs). Each argument is assigned an initial strength, which is then updated to a…

人工智能 · 计算机科学 2026-05-05 Gianvincenzo Alfano , Sergio Greco , Lucio La Cava , Francesco Parisi , Irina Trubitsyna

Quantified Integer Programming (QIP) bridges multiple domains by extending Quantified Boolean Formulas (QBF) to incorporate general integer variables and linear constraints while also generalizing Integer Programming through variable…

离散数学 · 计算机科学 2025-06-06 Michael Hartisch , Leroy Chew

The aim of this PhD project is to develop fast and robust reasoning tools for dependency quantified Boolean formulas (DQBF). In this paper, we outline two properties, autarkies and symmetries, that potentially can be exploited for pre- and…

计算机科学中的逻辑 · 计算机科学 2019-10-04 Ankit Shukla

In this paper we introduce Clause Cuts: linear inequalities obtained from clauses that are logically implied by a CNF formula, resembling strengthened no-good cuts. With these cuts, we tighten mixed-integer linear programming (MILP)…

最优化与控制 · 数学 2025-09-29 Max Engelhardt , Milan Adhikari , Jonasz Staszek , Alexander Martin

We build on a recently proposed method for stepwise explaining solutions of Constraint Satisfaction Problems (CSP) in a human-understandable way. An explanation here is a sequence of simple inference steps where simplicity is quantified…

人工智能 · 计算机科学 2023-11-29 Emilio Gamba , Bart Bogaerts , Tias Guns
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