Uppaal SMC tutorial

A David, KG Larsen, A Legay, M Mikučionis… - International journal on …, 2015 - Springer
This tutorial paper surveys the main features of Uppaal SMC, a model checking approach in
Uppaal family that allows us to reason on networks of complex real-timed systems with a …

Monte carlo based statistical model checking of cyber-physical systems: A review

A Pappagallo, A Massini, E Tronci - Information, 2020 - mdpi.com
The ever-increasing deployment of autonomous Cyber-Physical Systems (CPSs)(eg,
autonomous cars, UAV) exacerbates the need for efficient formal verification methods. In this …

PAC statistical model checking for Markov decision processes and stochastic games

P Ashok, J Křetínský, M Weininger - … Conference, CAV 2019, New York City …, 2019 - Springer
Statistical model checking (SMC) is a technique for analysis of probabilistic systems that
may be (partially) unknown. We present an SMC algorithm for (unbounded) reachability …

On time with minimal expected cost!

A David, PG Jensen, KG Larsen, A Legay… - … for Verification and …, 2014 - Springer
Abstract (Priced) timed games are two-player quantitative games involving an environment
assumed to be completely antogonistic. Classical analysis consists in the synthesis of …

Verifiable strategy synthesis for multiple autonomous agents: a scalable approach

R Gu, PG Jensen, DB Poulsen, C Seceleanu… - International Journal on …, 2022 - Springer
Path planning and task scheduling are two challenging problems in the design of multiple
autonomous agents. Both problems can be solved by the use of exhaustive search …

Formal verification of safety & security related timing constraints for a cooperative automotive system

L Huang, EY Kang - … : 22nd International Conference, FASE 2019, Held as …, 2019 - Springer
Modeling and analysis of timing constraints is crucial in real-time automotive systems.
Modern vehicles are interconnected through wireless networks which creates vulnerabilities …

Robustness-guided temporal logic testing and verification for stochastic cyber-physical systems

H Abbas, B Hoxha, G Fainekos… - The 4th Annual IEEE …, 2014 - ieeexplore.ieee.org
We present a framework for automatic specification-guided testing for Stochastic Cyber-
Physical Systems (SCPS). The framework utilizes the theory of robustness of Metric …

Simulink to UPPAAL statistical model checker: Analyzing automotive industrial systems

P Filipovikj, N Mahmud, R Marinescu… - FM 2016: Formal …, 2016 - Springer
The advanced technology used for develo** modern automotive systems increases their
complexity, making their correctness assurance very tedious. To enable analysis by …

Shielded reinforcement learning for hybrid systems

AH Brorholt, PG Jensen, KG Larsen, F Lorber… - … Conference on Bridging …, 2023 - Springer
Safe and optimal controller synthesis for switched-controlled hybrid systems, which combine
differential equations and discrete changes of the system's state, is known to be intricately …

Model checking of biological systems

L Brim, M Češka, D Šafránek - International School on Formal Methods for …, 2013 - Springer
Abstract Model checking together with other formal methods and techniques is being
adapted for applications to biological systems. We present a selection of approaches used …