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Operators of Earth observation satellites need justifications for scheduling decisions: why a request was selected, rejected, or what changes would make it schedulable. Existing approaches construct post-hoc reasoning layers independent of…

人工智能 · 计算机科学 2026-03-03 Najeeb Khan

MaxSAT, the optimization version of the well-known SAT problem, has attracted a lot of research interest in the last decade. Motivated by the many important applications and inspired by the success of modern SAT solvers, researchers have…

计算机科学中的逻辑 · 计算机科学 2021-07-14 Javier Larrosa , Emma Rollon

We propose a novel approach for the development, analysis, and verification of reductions between NP-complete problems. This method uses the URSA system, a SAT-based constraint solver and incorporates features that distinguish it from…

计算机科学中的逻辑 · 计算机科学 2025-11-25 Predrag Janičić

Instances of logical cryptanalysis, circuit verification, and bounded model checking can often be succinctly represented as a combined satisfiability (SAT) problem where an instance is a combination of traditional clauses and parity…

计算机科学中的逻辑 · 计算机科学 2012-09-11 Tero Laitinen , Tommi Junttila , Ilkka Niemelä

In this paper the reason why entropy reduction (negentropy) can be used to measure the complexity of any computation was first elaborated both in the aspect of mathematics and informational physics. In the same time the equivalence of…

计算复杂性 · 计算机科学 2015-09-22 Feng Pan

We study the detection problem of finding planted solutions in random instances of flat satisfiability problems, a generalization of boolean satisfiability formulas. We describe the properties of random instances of flat satisfiability, as…

统计理论 · 数学 2019-03-07 Quentin Berthet , Jordan S. Ellenberg

The satisfiability problem is known to be $\mathbf{NP}$-complete in general and for many restricted cases. One way to restrict instances of $k$-SAT is to limit the number of times a variable can be occurred. It was shown that for an…

离散数学 · 计算机科学 2023-06-22 Arash Ahadi , Ali Dehghan

Commonly used proof strategies by automated reasoners organise proof search either by ordering-based saturation or by reducing goals to subgoals. In this paper, we combine these two approaches and advocate a SAT-based method with symmetry…

计算机科学中的逻辑 · 计算机科学 2026-03-09 Clemens Eisenhofer , Michael Rawson , Laura Kovács

We present a new algorithm for deciding formula entailment in orthologic (a sound approximation of classical logic) that avoids the costly preprocessing phase of prior implementations while retaining the same $\mathcal{O}(n^2(1+|A|))$…

计算机科学中的逻辑 · 计算机科学 2026-05-19 Vladislas de Haldat , Simon Guilloud , Viktor Kunčak

We present an executable formally verified SAT encoding of classical AI planning. We use the theorem prover Isabelle/HOL to perform the verification. We experimentally test the verified encoding and show that it can be used for reasonably…

人工智能 · 计算机科学 2023-03-09 Mohammad Abdulaziz , Friedrich Kurz

The Maximum Satisfiability (MaxSAT) problem is the problem of finding a truth assignment that maximizes the number of satisfied clauses of a given Boolean formula in Conjunctive Normal Form (CNF). Many exact solvers for MaxSAT have been…

人工智能 · 计算机科学 2018-06-13 Mohamed El Halaby

The NeuroSAT neural network architecture was recently introduced for predicting properties of propositional formulae. When trained to predict the satisfiability of toy problems, it was shown to find solutions and unsatisfiable cores on its…

神经与进化计算 · 计算机科学 2019-07-23 Daniel Selsam , Nikolaj Bjørner

We review a minimum set of notions from our previous paper on structural properties of SAT at arXiv:0802.1790 that will allow us to define and discuss the "complete internal independence" of a decision problem. This property is strictly…

计算复杂性 · 计算机科学 2008-05-21 Silvano Di Zenzo

Various "hardness" measures have been studied for resolution, providing theoretical insight into the proof complexity of resolution and its fragments, as well as explanations for the hardness of instances in SAT solving. In this report we…

计算复杂性 · 计算机科学 2014-02-18 Olaf Beyersdorff , Oliver Kullmann

This work introduces StageSAT, a new approach to solving floating-point satisfiability that bridges SMT solving with numerical optimization. StageSAT reframes a floating-point formula as a series of optimization problems in three stages of…

编程语言 · 计算机科学 2026-01-09 Yuanzhuo Zhang , Zhoulai Fu , Binoy Ravindran

The Boolean satisfiability problem (SAT) is a well-known example of monotonic reasoning, of intense practical interest due to fast solvers, complemented by rigorous fine-grained complexity results. However, for non-monotonic reasoning,…

计算复杂性 · 计算机科学 2025-05-16 Victor Lagerkvist , Mohamed Maizia , Johannes Schmidt

Linear Dynamical Systems, both discrete and continuous, are invaluable mathematical models in a plethora of applications such the verification of probabilistic systems, model checking, computational biology, cyber-physical systems, and…

计算机科学中的逻辑 · 计算机科学 2023-08-15 Mihir Vahanwala

We present a formalization of modern SAT solvers and their properties in a form of abstract state transition systems. SAT solving procedures are described as transition relations over states that represent the values of the solver's global…

计算机科学中的逻辑 · 计算机科学 2015-07-01 Filip Maric , Predrag Janicic

Boolean Satisfiability (SAT) is arguably the archetypical NP-complete decision problem. Progress in SAT solving algorithms has motivated an ever increasing number of practical applications in recent years. However, many practical uses of…

计算机科学中的逻辑 · 计算机科学 2014-02-17 Joao Marques-Silva , Mikolas Janota

In this paper we study a variation of the random $k$-SAT problem, called polarized random $k$-SAT. In this model there is a polarization parameter $p$, and in half of the clauses each variable occurs negated with probability $p$ and pure…

概率论 · 数学 2023-01-13 Joel Larsson Danielsson , Klas Markström