A Tree-Structured Markovian Model of the Shipment Consolidation Process
James H. Bookbinder, Shengsuo Cai, Qi‐Ming He · SSRN Electronic Journal · 2016
This article studies the dispatch of consolidated shipments. Orders, following a batch Markovian arrival process, are received in discrete quantities by a depot at discrete time epochs. Instead of immediate dispatch, all outstanding orders are consolidated and shipped together at a later time. The decision of when to send out the consolidated shipment is made based on a “dispatch policy,” which is a function of the system state and/or the costs associated with that state. First, a tree structured Markov chain is constructed to record specific information about the consolidation process; the effectiveness of any dispatch policy can then be assessed by a set of long-run performance measures. Nest, the effect on shipment consolidation of varying the order-arrival process is demonstrated through numerical examples and proved mathematically under some conditions. Finally a heuristic algorithm is developed to determine a favorable parameter of a special set of dispatch policies and the algorithm is proved to yield the overall optimal policy under certain conditions.