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- research-articleApril 2024
A complementary ratio based clause selection method for contradiction separation dynamic deduction
AbstractAutomated reasoning is a key research area of Artificial Intelligence (AI) and has attracted much greater attention in recent years due to the demands of trustworthy AI, where binary resolution inference rule based first-order automated reasoning ...
- research-articleJanuary 2024
A Matroid-Based Automatic Prover and Coq Proof Generator for Projective Incidence Geometry
AbstractWe present an automatic theorem prover for projective incidence geometry. This prover does not consider coordinates. Instead, it follows a combinatorial approach based on the concept of rank. This allows to deal only with sets of points and to ...
- ArticleOctober 2023
The SafeCap Trajectory: Industry-Driven Improvement of an Interlocking Verification Tool
Reliability, Safety, and Security of Railway Systems. Modelling, Analysis, Verification, and CertificationPages 117–127https://doi.org/10.1007/978-3-031-43366-5_7AbstractThis paper reports on the industrial use of our formal-method based interlocking verification tool, called SafeCap, and on what we needed to change in SafeCap as a result of our experience in applying it to a large number of commercial signalling ...
- ArticleSeptember 2023
gym-saturation: Gymnasium Environments for Saturation Provers (System description)
Automated Reasoning with Analytic Tableaux and Related MethodsPages 187–199https://doi.org/10.1007/978-3-031-43513-3_11AbstractThis work describes a new version of a previously published Python package — gym-saturation: a collection of OpenAI Gym environments for guiding saturation-style provers based on the given clause algorithm with reinforcement learning. We ...
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- ArticleSeptember 2023
Solving Modal Logic Problems by Translation to Higher-Order Logic
AbstractThis paper describes an evaluation of Automated Theorem Proving (ATP) systems on problems taken from the QMLTP library of first-order modal logic problems. Principally, the problems are translated to higher-order logic in the TPTP language using ...
- ArticleJune 2023
- ArticleJune 2023
Formalized High Level Synthesis with Applications to Cryptographic Hardware
AbstractVerification of hardware-based cryptographic accelerators connects a low-level RTL implementation to the abstract algorithm itself; generally, the more optimized for performance an accelerator is, the more challenging its verification. This paper ...
- research-articleApril 2023
Unifying Splitting
AbstractAVATAR is an elegant and effective way to split clauses in a saturation prover using a SAT solver. But is it refutationally complete? And how does it relate to other splitting architectures? To answer these questions, we present a unifying ...
- research-articleJanuary 2023
The 11th IJCAR automated theorem proving system competition – CASC-J11
The CADE ATP System Competition (CASC) is the annual evaluation of fully automatic, classical logic, Automated Theorem Proving (ATP) systems. CASC-J11 was the twenty-seventh competition in the CASC series. Twenty-four ATP systems competed in the various ...
- research-articleNovember 2022
Theorem Proving as Constraint Solving with Coherent Logic
Journal of Automated Reasoning (JAUR), Volume 66, Issue 4Pages 689–746https://doi.org/10.1007/s10817-022-09629-zAbstractIn contrast to common automated theorem proving approaches, in which the search space is a set of some formulae and what is sought is again a (goal) formula, we propose an approach based on searching for a proof (of a given length) as a whole. ...
- research-articleNovember 2022
- research-articleNovember 2022
A Wos Challenge Met
Journal of Automated Reasoning (JAUR), Volume 66, Issue 4Pages 565–574https://doi.org/10.1007/s10817-021-09614-yAbstractIn his regular column in the AAR Newsletter, Larry Wos typically posed challenges to the automated reasoning community. Some of these challenges concern general research objectives, but several of them concern specific problems relevant to his own ...
- ArticleSeptember 2022
Learning to Reason Assisted by Automated Reasoning
AbstractWe report on using logic software in a novel course-format for an undergraduate logic course for students in computer science or artificial intelligence. Although being designed as the students’ basic introduction to the field of logic, the course ...
- ArticleAugust 2022
Guiding an Automated Theorem Prover with Neural Rewriting
AbstractAutomated theorem provers (ATPs) are today used to attack open problems in several areas of mathematics. An ongoing project by Kinyon and Veroff uses Prover9 to search for the proof of the Abelian Inner Mapping (AIM) Conjecture, one of the top ...
- ArticleAugust 2022
Bayesian Ranking for Strategy Scheduling in Automated Theorem Provers
AbstractA strategy schedule allocates time to proof strategies that are used in sequence in a theorem prover. We employ Bayesian statistics to propose alternative sequences for the strategy schedule in each proof attempt. Tested on the TPTP problem ...
- research-articleJuly 2022
- research-articleJanuary 2022
Axiom selection over large theory based on new first-order formula metrics
Applied Intelligence (KLU-APIN), Volume 52, Issue 2Pages 1793–1807https://doi.org/10.1007/s10489-021-02469-1AbstractAxiom selection is a task that selects the most likely useful axioms from a large-scale axiom set for proving a given conjecture. Existing axiom selection methods either solely take shallow symbols into account or strongly dependent on previous ...
- research-articleDecember 2021
Handling Transitive Relations in First-Order Automated Reasoning
Journal of Automated Reasoning (JAUR), Volume 65, Issue 8Pages 1097–1124https://doi.org/10.1007/s10817-021-09605-zAbstractWe present a number of alternative ways of handling transitive binary relations that commonly occur in first-order problems, in particular equivalence relations, total orders, and transitive relations in general. We show how such relations can be ...
- research-articleDecember 2021
Human-Centered Automated Proof Search
Journal of Automated Reasoning (JAUR), Volume 65, Issue 8Pages 1153–1190https://doi.org/10.1007/s10817-021-09594-zAbstractHuman-centered automated proof search aims to capture structures of ordinary mathematical proofs and discover human strategies that are used (implicitly) in their construction. We analyze the ways of two theorem provers for approaching that goal. ...