An Algorithm for Lead Time Demand Distributions

Abstract

This paper presents a recursive algorithm to compute the lead time aggregate demand distribution from the arrival distributions of each order size. This algorithm can compute the aggregate demand distribution directly from numerical data of arrival frequencies without first fitting the data frequencies to standard distributions. When the arrival distributions do follow certain standard distributions, the aggregate demand distribution can be computed explicitly. The cases of Poisson distributions and negative binomial distributions are demonstrated as examples.