Data-efficient Bayesian verification of parametric Markov chains

Obtaining complete and accurate models for the formal verification of systems is often hard or impossible. We present a data-based verification approach, for properties expressed in a probabilistic logic, that addresses incomplete model knowledge. We obtain experimental data from a system that can b...

ver descrição completa

Detalhes bibliográficos
Principais autores: Polgreen, E, Wijesuriya, V, Haesaert, S, Abate, A
Formato: Conference item
Publicado em: Springer 2016