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We prove global convergence of classical projection algorithms for feasibility problems involving union convex sets, which refer to sets expressible as the union of a finite number of closed convex sets. We present a unified strategy for…

最优化与控制 · 数学 2023-07-18 Jan Harold Alcantara , Ching-pei Lee

We present abstract acceleration techniques for computing loop invariants for numerical programs with linear assignments and conditionals. Whereas abstract interpretation techniques typically over-approximate the set of reachable states…

编程语言 · 计算机科学 2014-01-07 Bertrand Jeannet , Peter Schrammel , Sriram Sankaranarayanan

In this paper, we introduce a method for approximating the solution to inference and optimization tasks in uncertain and deterministic reasoning. Such tasks are in general intractable for exact algorithms because of the large number of…

人工智能 · 计算机科学 2012-12-12 David Ephraim Larkin

Automated techniques for rigorous floating-point round-off error analysis are important in areas including formal verification of correctness and precision tuning. Existing tools and techniques, while providing tight bounds, fail to analyze…

编程语言 · 计算机科学 2020-07-03 Arnab Das , Ian Briggs , Ganesh Gopalakrishnan , Pavel Panchekha , Sriram Krishnamoorthy

We propose a compositional approach for constructing abstractions of general Markov decision processes using approximate probabilistic relations. The abstraction framework is based on the notion of $\delta$-lifted relations, using which one…

系统与控制 · 电气工程与系统科学 2019-08-21 Abolfazl Lavaei , Sadegh Soudjani , Majid Zamani

In this paper, we focus on discrete-time stochastic systems modelled by nonlinear stochastic difference equations and propose robust abstractions for verifying probabilistic linear temporal specifications. The current literature focuses on…

概率论 · 数学 2022-05-05 Yiming Meng , Jun Liu

In this paper, a simulation-based method for the analysis and design of abstracted models for a stochastic hybrid system is proposed. The accuracy of a model is evaluated in terms of its capability to reproduce the system output for all the…

系统与控制 · 计算机科学 2014-05-29 M. Prandini , S. Garatti , R. Vignali

Conjunctive query (CQ) evaluation is NP-complete, but becomes tractable for fragments of bounded hypertreewidth. Approximating a hard CQ by a query from such a fragment can thus allow for an efficient approximate evaluation. While…

数据库 · 计算机科学 2019-04-02 Pablo Barceló , Miguel Romero , Thomas Zeume

This paper introduces two mechanisms for computing over-approximations of sets of reachable states, with the aim of ensuring termination of state-space exploration. The first mechanism consists in over-approximating the automata…

形式语言与自动机理论 · 计算机科学 2013-11-27 Alois Dreyfus , Pierre-Cyrille Heam , Olga Kouchnarenko

Approximation fixpoint theory (AFT) is an abstract and general algebraic framework for studying the semantics of non-monotonic logics. In recent work, AFT was generalized to non-deterministic operators, i.e.\ operators whose range are sets…

人工智能 · 计算机科学 2023-05-19 Jesse Heyninck , Bart Bogaerts

Recursive relational specifications are commonly used to describe the computational structure of formal systems. Recent research in proof theory has identified two features that facilitate direct, logic-based reasoning about such…

计算机科学中的逻辑 · 计算机科学 2010-09-24 Andrew Gacek , Dale Miller , Gopalan Nadathur

Abstraction is a commonly used process to represent some low-level system by a more coarse specification with the goal to omit unnecessary details while preserving important aspects. While recent work on abstraction in the situation…

人工智能 · 计算机科学 2023-03-02 Till Hofmann , Vaishak Belle

Topological fixpoint logics are a family of logics that admits topological models and where the fixpoint operators are defined with respect to the topological interpretations. Here we consider a topological fixpoint logic for relational…

计算机科学中的逻辑 · 计算机科学 2016-09-15 Nick Bezhanishvili , Clemens Kupke

Hybrid automata are a natural framework for modeling and analyzing systems which exhibit a mixed discrete continuous behaviour. However, the standard operational semantics defined over such models implicitly assume perfect knowledge of the…

系统与控制 · 计算机科学 2013-08-27 Alberto Casagrande , Tommaso Dreossi , Carla Piazza

We present a fixpoint semantics of event systems. The semantics is presented in a general framework without concerns of fairness. Soundness and completeness of rules for deriving "leads-to" properties are proved in this general framework.…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Hector Ruiz Barradas , Didier Bert

Static program analysis is a valuable tool for any programming language that people write programs in. The prevalence of scripting languages in the world suggests programming language interpreters are relatively easy to write. Users of…

编程语言 · 计算机科学 2015-05-01 James Ian Johnson

We prove a general finite convergence theorem for "upward-guarded" fixpoint expressions over a well-quasi-ordered set. This has immediate applications in regular model checking of well-structured systems, where a main issue is the eventual…

符号计算 · 计算机科学 2012-03-19 C. Baier , N. Bertrand , Ph. Schnoebelen

Large language models have recently shown promising progress in mathematical reasoning when fine-tuned with human-generated sequences walking through a sequence of solution steps. However, the solution sequences are not formally structured…

机器学习 · 计算机科学 2022-12-07 Andrew J. Nam , Mengye Ren , Chelsea Finn , James L. McClelland

Iterative abstraction refinement techniques are one of the most prominent paradigms for the analysis and verification of systems with large or infinite state spaces. This paper investigates the changes of truth values of system properties…

计算机科学中的逻辑 · 计算机科学 2026-01-14 Jakob Piribauer , Vinzent Zschuppe

We consider apictorial edge-matching puzzles, in which the goal is to arrange a collection of puzzle pieces with colored edges so that the colors match along the edges of adjacent pieces. We devise an algebraic representation for this…

计算机视觉与模式识别 · 计算机科学 2015-07-30 Shahar Z. Kovalsky , Daniel Glasner , Ronen Basri