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Accurately computing expected visiting times and stationary distributions in Markov chains
We study the accurate and efficient computation of the expected number of times each state
is visited in discrete-and continuous-time Markov chains. To obtain sound accuracy …
is visited in discrete-and continuous-time Markov chains. To obtain sound accuracy …
Graph-based reductions for parametric and weighted MDPS
We study the complexity of reductions for weighted reachability in parametric Markov
decision processes. That is, we say a state p is never worse than q if for all valuations of the …
decision processes. That is, we say a state p is never worse than q if for all valuations of the …
[PDF][PDF] Compositional Control-Flow Reduction for Probabilistic Model Checking
N Barth - 2021 - publications.rwth-aachen.de
We present a method for constructing the composition of Probabilistic Control Flow
Programs, which model probabilistic programs using transitions between control-flow …
Programs, which model probabilistic programs using transitions between control-flow …
[PDF][PDF] Probabilistic Model Reduction by Control-State Elimination
T Winkler - moves.rwth-aachen.de
Probabilistic model checking is a fully automated technique to rigorously prove correctness
of a system model with randomness against a formal specification. Its key algorithmic …
of a system model with randomness against a formal specification. Its key algorithmic …