Volume 48, Number 6, November-December 2014
|Page(s)||1757 - 1775|
|Published online||03 October 2014|
Regularity and approximability of the solutions to the chemical master equation∗
Institut für Mathematik, Technische Universität Berlin, Straße des 17. Juni
136, 10623 Berlin, Germany.
Revised: 23 January 2014
The chemical master equation is a fundamental equation in chemical kinetics. It underlies the classical reaction-rate equations and takes stochastic effects into account. In this paper we give a simple argument showing that the solutions of a large class of chemical master equations are bounded in weighted ℓ1-spaces and possess high-order moments. This class includes all equations in which no reactions between two or more already present molecules and further external reactants occur that add mass to the system. As an illustration for the implications of this kind of regularity, we analyze the effect of truncating the state space. This leads to an error analysis for the finite state projections of the chemical master equation, an approximation that forms the basis of many numerical methods.
Mathematics Subject Classification: 80A30 / 60J27 / 65L05 / 65L70
Key words: Chemical master equation / existence of solutions and moments / error of finite state projections
© EDP Sciences, SMAI 2014
Current usage metrics show cumulative count of Article Views (full-text article views including HTML views, PDF and ePub downloads, according to the available data) and Abstracts Views on Vision4Press platform.
Data correspond to usage on the plateform after 2015. The current usage metrics is available 48-96 hours after online publication and is updated daily on week days.
Initial download of the metrics may take a while.