Hybrid Semantics of Stochastic Programs with Dynamic Reconfiguration.
|Title||Hybrid Semantics of Stochastic Programs with Dynamic Reconfiguration.|
|Publication Type||Conference Paper|
|Year of Publication||2009|
|Authors||Bortolussi L, Policriti A|
|Editor||Back R-J, Petre I, de Vink E|
|Conference Name||COMPMOD 2009|
|Publisher||Open Publishing Association|
|Keywords||Computational Systems Biology, Hybrid Approximation, Hybrid Simulation Strategies, stochastic concurrent constraint programming, stochastic hybrid systems|
We begin by reviewing a technique to approximate the dynamics of stochastic programs –written in a stochastic process algebra– by a hybrid system, suitable to capture a mixed discrete/continuous evolution. In a nutshell, the discrete dynamics is kept stochastic while the continuous evolution is given in terms of ODEs, and the overall technique, therefore, naturally associates a Piecewise Deterministic Markov Process with a stochastic program. The specific contribution in this work consists in an increase of the flexibility of the translation scheme, obtained by allowing a dynamic reconfiguration of the degree of discreteness/continuity of the semantics. We also discuss the relationships of this approach with other hybrid simulation strategies for biochemical systems.