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...

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Bibliographic Details
Main Author: Olaleye, Ololade
Other Authors: Boning, Duane S.
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/155988