Title :
Algorithmic bisimulation for Communicating Piecewise Deterministic Markov Processes
Author :
Strubbe, Stefan ; Van der Schaft, Arjan
Author_Institution :
Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente. s.n.strubbe@math.utwente.nl
Abstract :
In this paper we present an algorithm for finding a bisimulation relation for stochastic hybrid systems from the class of CPDPs (Communicating Piecewise Deterministic Markov Processes). We prove that the fixed point of the algorithm forms a bisimulation on the state space of the CPDP. We give sufficient conditions on the continuous dynamics and the transition structure of a CPDP, for the computation of the algorithm to be decidable.
Keywords :
Automata; Computer science; Explosions; Markov processes; Mathematics; State-space methods; Stochastic systems; Sufficient conditions;
Conference_Titel :
Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
Print_ISBN :
0-7803-9567-0
DOI :
10.1109/CDC.2005.1583139