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For performance and verification in machine learning, new methods have recently been proposed that optimise learning systems to satisfy formally expressed logical properties. Among these methods, differentiable logics (DLs) are used to…

计算机科学中的逻辑 · 计算机科学 2024-07-08 Reynald Affeldt , Alessandro Bruni , Ekaterina Komendantskaya , Natalia Ślusarz , Kathrin Stark

We describe our experience implementing a broad category-theory library in Coq. Category theory and computational performance are not usually mentioned in the same breath, but we have needed substantial engineering effort to teach Coq to…

范畴论 · 数学 2022-05-04 Jason Gross , Adam Chlipala , David I. Spivak

In the realm of formal theorem proving, the Coq proof assistant stands out for its rigorous approach to verifying mathematical assertions and software correctness. Despite the advances in artificial intelligence and machine learning, the…

人工智能 · 计算机科学 2024-04-03 Andreas Florath

Recently, we developed an automated theorem prover for projective incidence geometry. This prover, based on a combinatorial approach using matroids, proceeds by saturation using the matroid rules. It is designed as an independent tool,…

计算机科学中的逻辑 · 计算机科学 2021-07-13 Nicolas Magaud

An invaluable feature of computer algebra systems is their ability to plot the graph of functions. Unfortunately, when one is trying to design a library of mathematical functions, this feature often falls short, producing incorrect and…

软件工程 · 计算机科学 2021-08-10 Guillaume Melquiond

Compilers are a prime target for formal verification, since compiler bugs invalidate higher-level correctness guarantees, but compiler changes may become more labor-intensive to implement, if they must come with proof patches. One appealing…

编程语言 · 计算机科学 2025-03-12 Jason Gross , Andres Erbsen , Jade Philipoom , Rajashree Agrawal , Adam Chlipala

We implement extraction of Coq programs to functional languages based on MetaCoq's certified erasure. As part of this, we implement an optimisation pass removing unused arguments. We prove the pass correct wrt. a conventional call-by-value…

编程语言 · 计算机科学 2021-04-27 Danil Annenkov , Mikkel Milo , Jakob Botsch Nielsen , Bas Spitters

In order to increase user confidence, many automated theorem provers provide certificates that can be independently verified. In this paper, we report on our progress in developing a standalone tool for checking the correctness of…

计算机科学中的逻辑 · 计算机科学 2012-12-12 Frédéric Blanqui , Kim Quyen Ly

We report on the development of an optimized and verified decision procedure for orthologic equalities and inequalities. This decision procedure is quadratic-time and is used as a sound, efficient and predictable approximation to classical…

计算机科学中的逻辑 · 计算机科学 2025-02-05 Simon Guilloud , Clément Pit-Claudel

Highly automated theorem provers like Dafny allow users to prove simple properties with little effort, making it easy to quickly sketch proofs. The drawback is that such provers leave users with little control about the proof search,…

编程语言 · 计算机科学 2024-01-30 Son Ho , Clément Pit-Claudel

An efficient intuitionistic first-order prover integrated into Coq is useful to replay proofs found by external automated theorem provers. We propose a two-phase approach: An intuitionistic prover generates a certificate based on the matrix…

计算机科学中的逻辑 · 计算机科学 2016-06-21 Fabian Kunze

Good tools can bring mechanical verification to programs written in mainstream functional languages. We use hs-to-coq to translate significant portions of Haskell's containers library into Coq, and verify it against specifications that we…

Termination is an important property of programs; notably required for programs formulated in proof assistants. It is a very active subject of research in the Turing-complete formalism of term rewriting systems, where many methods and tools…

计算机科学中的逻辑 · 计算机科学 2012-03-01 Frédéric Blanqui , Adam Koprowski

In a previous work De Luca and Luna presented formal specifications of idealized formulations of the permission model of Android in the Coq proof assistant. This formal development is about 23 KLOC of Coq code, including proofs. This work…

软件工程 · 计算机科学 2022-09-22 Maximiliano Cristiá , Guido De Luca , Carlos Luna

In mathematics, it is common practice to have several constructions for the same objects. Mathematicians will identify them modulo isomorphism and will not worry later on which construction they use, as theorems proved for one construction…

计算机科学中的逻辑 · 计算机科学 2015-07-10 Théo Zimmermann , Hugo Herbelin

Contemporary proof assistants such as Coq require that recursive functions be terminating and corecursive functions be productive to maintain logical consistency of their type theories, and some ensure these properties using syntactic…

编程语言 · 计算机科学 2023-01-26 Jonathan Chan , Yufeng Li , William J. Bowman

As software systems increase in size and complexity dramatically, ensuring their correctness, security, and reliability becomes an increasingly formidable challenge. Despite significant advancements in verification techniques and tools,…

Equational Unification is a critical problem in many areas such as automated theorem proving and security protocol analysis. In this paper, we focus on XOR-Unification, that is, unification modulo the theory of exclusive-or. This theory…

计算机科学中的逻辑 · 计算机科学 2025-02-14 Yichi Xu , Daniel J. Dougherty , Rose Bohrer

Development of Interactive Theorem Provers has led to the creation of big libraries and varied infrastructures for formal proofs. However, despite (or perhaps due to) their sophistication, the re-use of libraries by non-experts or across…

人工智能 · 计算机科学 2014-03-10 Jónathan Heras , Ekaterina Komendantskaya

Common programming tools, like compilers, debuggers, and IDEs, crucially rely on the ability to analyse program code to reason about its behaviour and properties. There has been a great deal of work on verifying compilers and static…

编程语言 · 计算机科学 2019-07-15 Jan Stolarek , James Cheney