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Designing correct replicated data types (RDTs) is challenging because replicas evolve independently and must be merged while preserving application intent. A promising approach is correct-by-construction development in a proof-oriented…

编程语言 · 计算机科学 2026-03-31 Pranav Ramesh , Vimala Soundarapandian , KC Sivaramakrishnan

The Boolean Satisfiability Problem is perhaps one of the most well-known problems in theoretical computer science. On the one hand, it is proven to be NP-complete, which means that it is generally considered hard to solve. On the other…

计算机科学中的逻辑 · 计算机科学 2026-03-03 Flora Rädiker

The practical success of Boolean Satisfiability (SAT) solvers stems from the CDCL (Conflict-Driven Clause Learning) approach to SAT solving. However, from a propositional proof complexity perspective, CDCL is no more powerful than the…

计算机科学中的逻辑 · 计算机科学 2017-07-06 Alexey Ignatiev , Antonio Morgado , Joao Marques-Silva

Machine learning is a thriving part of computer science. There are many efficient approaches to machine learning that do not provide strong theoretical guarantees, and a beautiful general learning theory. Unfortunately, machine learning…

机器学习 · 计算机科学 2016-09-12 Charles Jordan , Łukasz Kaiser

Self-Admitted Technical Debt (SATD) refers to circumstances where developers use textual artifacts to explain why the existing implementation is not optimal. Past research in detecting SATD has focused on either identifying SATD…

软件工程 · 计算机科学 2025-04-30 Edi Sutoyo , Paris Avgeriou , Andrea Capiluppi

Automated reasoners, such as SAT/SMT solvers and first-order provers, are becoming the backbones of rigorous systems engineering, being used for example in applications of system verification, program synthesis, and cybersecurity.…

计算机科学中的逻辑 · 计算机科学 2024-12-23 Robin Coutelier , Jakob Rath , Michael Rawson , Armin Biere , Laura Kovács

Fundamentally, every static program analyser searches for a proof through a combination of heuristics providing candidate solutions and a candidate validation technique. Essentially, the heuristic reduces a second-order problem to a…

计算机科学中的逻辑 · 计算机科学 2015-01-20 Cristina David , Daniel Kroening , Matt Lewis

We introduce a new algorithm for checking satisfiability based on a calculus of Dependency sequents (D-sequents). Given a CNF formula F(X), a D-sequent is a record stating that under a partial assignment a set of variables of X is redundant…

计算机科学中的逻辑 · 计算机科学 2012-07-23 Eugene Goldberg , Panagiotis Manolios

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 need for reducing manufacturing defect escape in today's safety-critical applications requires increased fault coverage. However, generating a test set using commercial automatic test pattern generation (ATPG) tools that lead to…

密码学与安全 · 计算机科学 2023-02-10 Yadi Zhong , Ujjwal Guin

I describe one quantum approach to solving 3-satisfiability (3-SAT), the well known problem in computer science. The approach is based on repeatedly measuring the truth value of the clauses forming the 3-SAT proposition using a…

量子物理 · 物理学 2015-09-03 Simon Benjamin

This article introduces a Synthetics, Aggregation, and Test inversion (SAT) approach for merging diverse and potentially dependent uncertainty sets into a single unified set. The procedure is data-light, relying only on initial sets and…

统计方法学 · 统计学 2025-10-14 Shenghao Qin , Jianliang He , Qi Kuang , Bowen Gang , Yin Xia

Formal verification of neural networks is an active topic of research, and recent advances have significantly increased the size of the networks that verification tools can handle. However, most methods are designed for verification of an…

人工智能 · 计算机科学 2022-04-06 Thomas A. Henzinger , Mathias Lechner , Đorđe Žikelić

Motivated by a class of applied problems arising from physical layer based security in a digital communication system, in particular, by a secrecy sum-rate maximization problem, this paper studies a nonsmooth, difference-of-convex (dc)…

最优化与控制 · 数学 2015-11-06 Jong-Shi Pang , Meisam Razaviyayn , Alberth Alvarado

Efforts to verify Zero-Knowledge Proof circuit encodings have highlighted the challenge of proving the correctness of quantifier-free statements that make use of both bitvector and finite field operations. Existing verification workflows…

计算机科学中的逻辑 · 计算机科学 2026-05-15 Elizaveta Pertseva , Valentin Robert , Clark Barrett , James Parker

The Boolean Satisfiability problem (SAT), as the prototypical $\mathsf{NP}$-complete problem, is crucial in both theoretical computer science and practical applications. To address this problem, stochastic local search (SLS) algorithms,…

人工智能 · 计算机科学 2026-04-17 Maximilian J. Kramer , Paul Boes , Jens Eisert

Boolean Satisfiability (SAT) problems are critical in fields such as artificial intelligence and cryptography, where efficient solutions are essential. Conventional probabilistic solvers often encounter scalability issues due to complex…

Recently, there has been an increasing interest in employing dynamical systems as solvers of NP-complete problems. In this paper, we present accurate implementations of two continuous-time dynamical solvers, known in the literature as…

新兴技术 · 计算机科学 2026-02-03 Yuriy V. Pershin , Dyk Chung Nguyen

In this article we consider the inversion problem for polynomially computable discrete functions. These functions describe behavior of many discrete systems and are used in model checking, hardware verification, cryptanalysis, computer…

分布式、并行与集群计算 · 计算机科学 2011-02-18 Alexander Semenov , Oleg Zaikin , Dmitry Bespalov , Mikhail Posypkin

In the present paper, we propose a technology for translating algorithmic descriptions of discrete functions to SAT. The proposed technology is aimed at applications in algebraic cryptanalysis. We describe how cryptanalysis problems are…

计算机科学中的逻辑 · 计算机科学 2023-06-22 Alexander Semenov , Ilya Otpuschennikov , Irina Gribanova , Oleg Zaikin , Stepan Kochemazov