The stochastic guaranteed service model with recourse for multi-echelon warehouse management

The stochastic guaranteed service model with recourse for multi-echelon warehouse management

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Article ID: iaor2014918
Volume: 79
Issue: 3
Start Page Number: 293
End Page Number: 326
Publication Date: Jun 2014
Journal: Mathematical Methods of Operations Research
Authors: ,
Keywords: simulation, combinatorial optimization, inventory: order policies, demand
Abstract:

The guaranteed service model (GSM) computes optimal order‐points in multi‐echelon inventory control under the assumptions that delivery times can be guaranteed and the demand is bounded. Our new stochastic guaranteed service model (SGSM) with Recourse covers also scenarios that violate these assumptions. Simulation experiments on real‐world data of a large German car manufacturer show that policies based on the SGSM dominate GSM‐policies.

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