Machine Learning and Stochastic Simulation for Inventory Management

This thesis explores the use of advanced data-driven techniques for dimensioning safety stock and optimizing inventory in a supply chain. The thesis is based on data and insights for raw material inventory at Amgen, a biotech company. Resilient inventory management is important in the biopharma and...

Ausführliche Beschreibung

Bibliographische Detailangaben
1. Verfasser: Olaleye, Ololade
Weitere Verfasser: Boning, Duane S.
Format: Abschlussarbeit
Veröffentlicht: Massachusetts Institute of Technology 2024
Online Zugang:https://hdl.handle.net/1721.1/155988