The problem of robust inventory control for multi- echelon distribution chains is addressed by using predictive control. Since the future demand of goods is assumed to be uncertain, we focus on a worst-case planning strategy that is consistent with the demand predictions and minimizes the maximum of a performance objective function. The resulting optimal decisions concern the delivery of goods in such a way to reduce the overall costs as to holding, transportation, and backlogs. As compared with previous works, the proposed approach allows one to deal with distribution chains of much larger dimension because of its intrinsic scalability. Of course, such an appreciable feature is paid in terms of loss of optimality. However, a convenient tradeoff can be achieved, as shown by means of simulations.

Robust predictive control for the management of multi-echelon distribution chains

M Gaggero;
2014

Abstract

The problem of robust inventory control for multi- echelon distribution chains is addressed by using predictive control. Since the future demand of goods is assumed to be uncertain, we focus on a worst-case planning strategy that is consistent with the demand predictions and minimizes the maximum of a performance objective function. The resulting optimal decisions concern the delivery of goods in such a way to reduce the overall costs as to holding, transportation, and backlogs. As compared with previous works, the proposed approach allows one to deal with distribution chains of much larger dimension because of its intrinsic scalability. Of course, such an appreciable feature is paid in terms of loss of optimality. However, a convenient tradeoff can be achieved, as shown by means of simulations.
2014
Istituto di Studi sui Sistemi Intelligenti per l'Automazione - ISSIA - Sede Bari
Inglese
53rd IEEE Conference on Decision and Control
6459
6464
6
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE
PISCATAWAY, NJ 08855-4141
STATI UNITI D'AMERICA
Sì, ma tipo non specificato
15-17 December 2014
Los Angeles (USA)
Robust predictive control
distribution chains
1
none
A. Alessandri; M. Gaggero; F. Tonelli
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/278053
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