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In this contribution we revisit regular model checking, a powerful framework that has been successfully applied for the verification of infinite-state systems, especially parameterized systems (concurrent systems with an arbitrary number of…

计算机科学中的逻辑 · 计算机科学 2021-11-23 Anthony W. Lin , Philipp Rümmer

We introduce a logical framework for the specification and verification of component-based systems, in which finitely many component instances are active, but the bound on their number is not known. Besides specifying and verifying…

计算机科学中的逻辑 · 计算机科学 2019-08-30 Marius Bozga , Radu Iosif , Joseph Sifakis

Regular model checking is a technique for the verification of infinite-state systems whose configurations can be represented as finite words over a suitable alphabet. The form we are studying applies to systems whose set of initial…

分布式、并行与集群计算 · 计算机科学 2025-01-22 Javier Esparza , Michael Raskin , Christoph Welzel-Mohr

Rational verification refers to the problem of checking which temporal logic properties hold of a concurrent multiagent system, under the assumption that agents in the system choose strategies that form a game-theoretic equilibrium.…

计算机科学中的逻辑 · 计算机科学 2022-07-19 Julian Gutierrez , Muhammad Najib , Giuseppe Perelli , Michael Wooldridge

Reconfiguration paths express sequences of successive reconfiguration operations within a component-based approach allowing dynamic reconfigurations. We use constructs from regular expressions-pin particular, alternatives-to introduce…

软件工程 · 计算机科学 2017-03-22 Jean-Michel Hufflen

The interplay between process behaviour and spatial aspects of computation has become more and more relevant in Computer Science, especially in the field of collective adaptive systems, but also, more generally, when dealing with systems…

计算机科学中的逻辑 · 计算机科学 2014-06-27 Vincenzo Ciancia , Diego Latella , Michele Loreti , Mieke Massink

To guarantee that machine learning models yield outputs that are not only accurate, but also robust, recent works propose formally verifying robustness properties of machine learning models. To be applicable to realistic safety-critical…

机器学习 · 计算机科学 2021-05-07 John Törnblom , Simin Nadjm-Tehrani

We investigate the simulation problem in of dense-time system. A specification simulates a model if the specification can match every transition that the model can make at a time point. We also adapt the approach of Emerson and Lei and…

计算机科学中的逻辑 · 计算机科学 2010-07-06 Farn Wang

We consider the model checking problem for probabilistic pushdown automata (pPDA) and properties expressible in various probabilistic logics. We start with properties that can be formulated as instances of a generalized random walk problem.…

计算机科学中的逻辑 · 计算机科学 2017-01-11 Javier Esparza , Antonin Kucera , Richard Mayr

We consider the verification of distributed systems composed of an arbitrary number of asynchronous processes. Processes are identical finite-state machines that communicate by reading from and writing to a shared memory. Beyond the…

形式语言与自动机理论 · 计算机科学 2023-08-01 Nicolas Waldburger

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

In this thesis a comprehensive verification framework is proposed to contend with some important issues in composability verification and a verification process is suggested to verify composability of different kinds of systems models, such…

软件工程 · 计算机科学 2023-01-10 Imran Mahmood

The increasing use of model-based tools enables further use of formal verification techniques in the context of distributed real-time systems. To avoid state explosion, it is necessary to construct verification models that focus on the…

分布式、并行与集群计算 · 计算机科学 2016-11-18 Chih-Hong Cheng , Christian Buckl , Javier Esparza , Alois Knoll

As machine learning is increasingly used in essential systems, it is important to reduce or eliminate the incidence of serious bugs. A growing body of research has developed machine learning algorithms with formal guarantees about…

机器学习 · 计算机科学 2020-07-15 Jean-Baptiste Tristan , Joseph Tassarotti , Koundinya Vajjha , Michael L. Wick , Anindya Banerjee

Probabilistic model checking has been developed for verifying systems that have stochastic and nondeterministic behavior. Given a probabilistic system, a probabilistic model checker takes a property and checks whether or not the property…

机器学习 · 计算机科学 2022-01-11 Wen-Chi Yang , Jean-François Raskin , Luc De Raedt

Component-based software development has posed a serious challenge to system verification since externally-obtained components could be a new source of system failures. This issue can not be completely solved by either model-checking or…

软件工程 · 计算机科学 2016-08-31 Gaoyan Xie , Zhe Dang

We introduce a method to verify stochastic reinforcement learning (RL) policies. This approach is compatible with any RL algorithm as long as the algorithm and its corresponding environment collectively adhere to the Markov property. In…

人工智能 · 计算机科学 2024-03-28 Dennis Gross , Helge Spieker

Regular model checking is a well-established technique for the verification of regular transition systems (RTS): transition systems whose initial configurations and transition relation can be effectively encoded as regular languages. In…

形式语言与自动机理论 · 计算机科学 2025-06-24 Javier Esparza , Valentin Krasotin

The verification of linearizability -- a key correctness criterion for concurrent objects -- is based on trace refinement whose checking is PSPACE-complete. This paper suggests to use \emph{branching} bisimulation instead. Our approach is…

编程语言 · 计算机科学 2024-01-03 Xiaoxiao Yang , Joost-Pieter Katoen , Hao Wu

This paper presents a sound and complete fault detection approach for cyber-physical systems represented by hidden-mode switched affine models with time varying parametric uncertainty. The fault detection approach builds upon techniques…

最优化与控制 · 数学 2017-11-29 Farshad Harirchi , Necmiye Ozay