Title :
Stochastic semantics 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 :
CPDPs (Communicating Piecewise Deterministic Markov Processes) can be used for compositional specification of systems from the class of stochastic hybrid processes formed by PDPs (Piecewise Deterministic Markov Processes). We give an extension of the CPDP model of [6]. This extension provides richer interaction possibilities such as broadcasting (and recieving) of multiple signals at the same time. We show that the |P A| operator from [7] can be used in the context of CPDPs to express all these interactions. We provide an algorithm in which scheduling and maximal progress are used to find the PDP that models the behavior of a CPDP of this new type. We give the conditions under which a CPDP allows this PDP-semantics.
Keywords :
Automata; Broadcasting; Computer science; Markov processes; Mathematics; Open systems; Power system modeling; Scheduling algorithm; Stochastic processes; Stochastic systems;
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.2005.1583138