In recent years, supply chain management and reliability analysis have been received considerable attention in the literature. There is a great deal ofinterest in the development of multivariate models based on the Markov Chains. Inneke VanNieuwenhuyse, Nico Vandaele (2006) [1] proposed an approximation to estimate the delivery reliability in terms of the lot splitting policy.