A hidden Markov model for an inventory system with perishable items

A hidden Markov model for an inventory system with perishable items

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Article ID: iaor19982604
Country: United States
Volume: 10
Issue: 4
Start Page Number: 423
End Page Number: 430
Publication Date: Oct 1997
Journal: Journal of Applied Mathematics and Stochastic Analysis
Authors: , ,
Keywords: markov processes
Abstract:

This paper deals with a parametric multi-period integer-valued inventory model for perishable items. Each item in the stock perishes in a given period of time with some probability. Demands are assumed to be random and the probability that an item perishes is not known with certainty. Expressions for various parameter estimates of the model are established and the problem of finding an optimal replenishment schedule is formulated as an optimal stochastic control problem.

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