Optimal Control of a Stochastic Processing System Driven by a Fractional Brownian Motion Input

Author:

Ghosh Arka P.,Roitershtein Alexander,Weerasinghe Ananda

Abstract

We consider a stochastic control model driven by a fractional Brownian motion. This model is a formal approximation to a queueing network with an ON-OFF input process. We study stochastic control problems associated with the long-run average cost, the infinite-horizon discounted cost, and the finite-horizon cost. In addition, we find a solution to a constrained minimization problem as an application of our solution to the long-run average cost problem. We also establish Abelian limit relationships among the value functions of the above control problems.

Publisher

Cambridge University Press (CUP)

Subject

Applied Mathematics,Statistics and Probability

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