Obtaining the Optimal Order Quantities through Asymptotic Distributions of the Stockout Duration and Demand

Abstract

The estimators of demand's mean and standard deviation based on the observed stockout durations and the demands in the framework of the newsvendor problem with compound Poisson demand are considered. We propose also an adaptive algorithm determining the order quantity for the next period using only the result of a current one.