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Inventory management has been one of the topics that has brought attention and work of many people in different industries. There exists no ideal or unique solution for maintaining the inventory levels; it depends on many factors and situations. The result of which is apparent in the Herculean tasks the companies face in deciding upon their inventory levels. Many models have been developed, but each one comes with its distinct set of disadvantages.