Abstraction-Guided Truncations for Stationary Distributions of Markov Population Models

To understand the long-run behavior of Markov population models, the computation of the stationary distribution is often a crucial part. We propose a truncation-based approximation that employs a state-space lumping scheme, aggregating states in a grid structure. The resulting approximate stationary...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Backenköhler, Michael, Bortolussi, Luca, Großmann, Gerrit, Wolf, Verena
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Systems and Control Quantitative Biology - Quantitative Methods Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!