Workload reduction of a generalized Brownian network

Citation
M. Harrison, J. et J. Williams, R., Workload reduction of a generalized Brownian network, Annals of applied probability , 15(4), 2005, pp. 2255-2295
ISSN journal
10505164
Volume
15
Issue
4
Year of publication
2005
Pages
2255 - 2295
Database
ACNP
SICI code
Abstract
We consider a dynamic control problem associated with a generalized Brownian network, the objective being to minimize expected discounted cost over an infinite planning horizon. In this Brownian control problem (BCP), both the system manager.s control and the associated cumulative cost process may be locally of unbounded variation. Due to this aspect of the cost process, both the precise statement of the problem and its analysis involve delicate technical issues. We show that the BCP is equivalent, in a certain sense, to a reduced Brownian control problem (RBCP) of lower dimension. The RBCP is a singular stochastic control problem, in which both the controls and the cumulative cost process are locally of bounded variation.