Model-Free Control Policies for Inventory Management in Supply Chain - Université d'Artois Accéder directement au contenu
Communication Dans Un Congrès Année : 2022

Model-Free Control Policies for Inventory Management in Supply Chain

Résumé

In the frame of supply chain networks, several approaches stemming from control theory seem to be more adapted to deal with dynamic inventory management. Nevertheless, the used methods, until today, are model-based control strategies where supply chain models play a major role. Due to the increasing complexity of such systems, the modeling of supply chains becomes more difficult and fails to capture all the dynamic behavior of the supply chain networks. This paper proposes as an alternative to these approaches a model-free control method and its corresponding intelligent controllers for inventory control in supply chain. Several concrete numerical simulations and comparative studies mainly with the internal model control show the efficiency of the approach and promising future of the obtained results even in the presence of various disturbances.
Fichier principal
Vignette du fichier
CoDIT_22_DH.pdf (1.04 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-03665843 , version 1 (12-05-2022)

Identifiants

  • HAL Id : hal-03665843 , version 1

Citer

Danielle Nyakam Nya, Hassane Abouaïssa. Model-Free Control Policies for Inventory Management in Supply Chain. 8th In- ternational Conference on Decision and Information Technologies (CoDIT 2022), May 2022, Istanbul, Turkey. ⟨hal-03665843⟩

Collections

UNIV-ARTOIS LGI2A
13 Consultations
86 Téléchargements

Partager

Gmail Facebook X LinkedIn More