Semantic Importance Sampling for Statistical Model Checking

Statistical Model Checking (SMC) is a technique, based on Monte-Carlo simulations, for computing the bounded probability that a specific event occurs during a stochastic system's execution. Estimating the probability of a rare event accurately with SMC requires many simulations. To this end, Im...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Hansen, Jeffery P, Wrage, Lutz, Chaki, Sagar, de Niz, Dionisio, Klein, Mark
Format:	Report
Sprache:	eng
Schlagworte:	PROBABILITY SAMPLING SEMANTICS SMC(STATISTICAL MODEL CHECKING) STATISTICAL ANALYSIS Statistics and Probability STOCHASTIC PROCESSES
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