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interpretation is a general methodology for building static analyses of programs. It was introduced by P. and R. Cousot in \cite{cc}. We present, in this paper, an application of a generic abstract interpretation to domain of…

数据结构与算法 · 计算机科学 2009-02-12 Kaninda Musumbu

We propose an abstraction-based model checking method which relies on refinement of an under-approximation of the feasible behaviors of the system under analysis. The method preserves errors to safety properties, since all analyzed…

计算机科学与博弈论 · 计算机科学 2017-01-11 Corina S. Pasareanu , Radek Pelanek , Willem Visser

Given a Kripke structure M and CTL formula $\varphi$, where M does not satisfy $\varphi$, the problem of Model Repair is to obtain a new model M' such that M' satisfies $\varphi$. Moreover, the changes made to M to derive M' should be…

计算机科学中的逻辑 · 计算机科学 2017-01-11 George Chatzieleftheriou , Borzoo Bonakdarpour , Panagiotis Katsaros , Scott A. Smolka

The Paige and Tarjan algorithm (PT) for computing the coarsest refinement of a state partition which is a bisimulation on some Kripke structure is well known. It is also well known in model checking that bisimulation is equivalent to strong…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Francesco Ranzato , Francesco Tapparo

It has been observed that linearizability, the prevalent consistency condition for implementing concurrent objects, does not preserve some probability distributions. A stronger condition, called strong linearizability has been proposed, but…

分布式、并行与集群计算 · 计算机科学 2019-05-30 Hagit Attiya , Constantin Enea

It was previously shown that control-flow refinement can be achieved by a program specializer incorporating property-based abstraction, to improve termination and complexity analysis tools. We now show that this purpose-built specializer…

编程语言 · 计算机科学 2020-08-10 John P. Gallagher , Robert Glück

Abstraction is one of the most important strategies for dealing with the state space explosion problem in model checking. In the abstract model, although the state space is largely reduced, however, a counterexample found in such a model…

计算机科学中的逻辑 · 计算机科学 2010-07-27 Cong Tian , Zhenhua Duan

Abstract interpretation offers a powerful toolset for static analysis, tackling precision, complexity and state-explosion issues. In the literature, state partitioning abstractions based on (bi)simulation and property-preserving state…

计算机科学中的逻辑 · 计算机科学 2025-06-09 Paolo Baldan , Roberto Bruni , Francesco Ranzato , Diletta Rigo

We study two notions of expressiveness, which have appeared in abstraction theory for model checking, and find them incomparable in general. In particular, we show that according to the most widely used notion, the class of Kripke Modal…

计算机科学中的逻辑 · 计算机科学 2012-08-15 Maciej Gazda , Tim A. C. Willemse

Refinement transforms an abstract system model into a concrete, executable program, such that properties established for the abstract model carry over to the concrete implementation. Refinement has been used successfully in the development…

计算机科学中的逻辑 · 计算机科学 2021-10-27 Aurel Bílý , Christoph Matheja , Peter Müller

This article shows a correspondence between abstract interpretation of imperative programs and the refinement calculus: in the refinement calculus, an abstract interpretation of a program is a specification which is a function. This…

编程语言 · 计算机科学 2014-06-16 Arnaud Spiwack

This paper introduces the concept of abstracted model reduction: a framework to improve the tractability of structure-preserving methods for the complexity reduction of interconnected system models. To effectively reduce high-order,…

系统与控制 · 电气工程与系统科学 2024-11-21 Luuk Poort , Lars A. L. Janssen , Bart Besselink , Rob H. B. Fey , Nathan van de Wouw

In this paper we show that reversible analysis of logic languages by abstract interpretation can be performed without loss of precision by systematically refining abstract domains. The idea is to include semantic structures into abstract…

编程语言 · 计算机科学 2007-05-23 R. Giacobazzi , F. Ranzato , F. Scozzari

Model transformation tools assist system designers by reducing the labor--intensive task of creating and updating models of various aspects of systems, ensuring that modeling assumptions remain consistent across every model of a system, and…

系统与控制 · 计算机科学 2019-07-02 Natasha Jarus , Sahra Sedigh Sarvestani , Ali Hurson

In abstract interpretation-based static analysis, approximation is encoded by abstract domains. They provide systematic guidelines for designing abstract semantic functions that approximate some concrete system behaviors under analysis. It…

编程语言 · 计算机科学 2013-04-22 Roberto Giacobazzi , Francesco Ranzato

We describe a derivational approach to abstract interpretation that yields novel and transparently sound static analyses when applied to well-established abstract machines for higher-order and imperative programming languages. To…

编程语言 · 计算机科学 2011-07-19 David Van Horn , Matthew Might

An understandable concrete syntax and a comprehensible abstract syntax are two central aspects of defining a modeling language. Both representations of a language significantly overlap in their structure and also information, but may also…

软件工程 · 计算机科学 2016-11-17 Holger Krahn , Bernhard Rumpe , Steven Völkel

We describe a derivational approach to abstract interpretation that yields novel and transparently sound static analyses when applied to well-established abstract machines. To demonstrate the technique and support our claim, we transform…

编程语言 · 计算机科学 2010-09-09 David Van Horn , Matthew Might

Abstraction is a desirable capability for deep learning models, which means to induce abstract concepts from concrete instances and flexibly apply them beyond the learning context. At the same time, there is a lack of clear understanding…

机器学习 · 计算机科学 2023-02-24 Shengnan An , Zeqi Lin , Bei Chen , Qiang Fu , Nanning Zheng , Jian-Guang Lou

Abstract grammatical knowledge - of parts of speech and grammatical patterns - is key to the capacity for linguistic generalization in humans. But how abstract is grammatical knowledge in large language models? In the human literature,…

计算与语言 · 计算机科学 2023-11-16 James A. Michaelov , Catherine Arnett , Tyler A. Chang , Benjamin K. Bergen
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