Statistical Model Checking with Changes and Simulink

Benoît Boyer (1) , Kevin Corre (1) , Axel Legay (1) , Louis-Marie Traonouez (1)

1 ESTASYS - Efficient STAtistical methods in SYstems of systems

Statistical Model Checking (SMC) is a powerful and widely used approach that consists in extracting global information on the system by monitoring some of its executions. In this paper, we add two new stones to the cathedral of results on SMC, that are 1. a new algorithm to detect emergent behaviors at runtime, and 2. an integration of Plasma Lab, a powerful SMC checker, as a library of Simulink. Our results are illustrated on a realistic case study.

Domaines: Théorie et langage formel [cs.FL]

Benoît Boyer, Kevin Corre, Axel Legay, Louis-Marie Traonouez. Statistical Model Checking with Changes and Simulink. 2014. ⟨hal-01087821⟩