The probabilistic model checking landscape

JP Katoen - Proceedings of the 31st Annual ACM/IEEE Symposium …, 2016 - dl.acm.org
Randomization is a key element in sequential and distributed computing. Reasoning about
randomized algorithms is highly non-trivial. In the 1980s, this initiated first proof methods …

The how and why of interactive Markov chains

H Hermanns, JP Katoen - International Symposium on Formal Methods for …, 2009 - Springer
This paper reviews the model of interactive Markov chains (IMCs, for short), an extension of
labelled transition systems with exponentially delayed transitions. We show that IMCs are …

Compositional construction of safety controllers for networks of continuous-space POMDPs

N Jahanshahi, A Lavaei… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this article, we propose a compositional framework for the synthesis of safety controllers
for networks of partially observable discrete-time stochastic control systems (also known as …

Concurrency and composition in a stochastic world

C Eisentraut, H Hermanns, L Zhang - International Conference on …, 2010 - Springer
We discuss conceptional and foundational aspects of Markov automata [22]. We place this
model in the context of continuous-and discrete-time Markov chains, probabilistic automata …

Abstract probabilistic automata

B Delahaye, JP Katoen, KG Larsen, A Legay… - … on Verification, Model …, 2011 - Springer
Abstract Probabilistic Automata (PAs) are a widely-recognized mathematical framework for
the specification and analysis of systems with non-deterministic and stochastic behaviors …

Constraint markov chains

B Caillaud, B Delahaye, KG Larsen, A Legay… - Theoretical Computer …, 2011 - Elsevier
Notions of specification, implementation, satisfaction, and refinement, together with
operators supporting stepwise design, constitute a specification theory. We construct such a …

Recursive timed automata

A Trivedi, D Wojtczak - … on Automated Technology for Verification and …, 2010 - Springer
We study recursive timed automata that extend timed automata with recursion. Timed
automata, as introduced by Alur and Dill, are finite automata accompanied by a finite set of …

Compositional design methodology with constraint Markov chains

B Caillaud, B Delahaye, KG Larsen… - … Conference on the …, 2010 - ieeexplore.ieee.org
Notions of specification, implementation, satisfaction, and refinement, together with
operators supporting stepwise design, constitute a specification theory. We construct such a …

[PDF][PDF] Model checking nondeterministic and randomly timed systems

MR Neuhäußer - 2010 - Citeseer
Formal methods initially focused on the mathematically precise specification, design and
analysis of functional aspects of software and hardware systems. In this context, model …

Decision problems for interval Markov chains

B Delahaye, KG Larsen, A Legay, ML Pedersen… - … on Language and …, 2011 - Springer
Abstract Interval Markov Chains (IMCs) are the base of a classic probabilistic specification
theory by Larsen and Jonsson in 1991. They are also a popular abstraction for probabilistic …