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Exact Time Discounting and Heuristics for the EOQ Model with Random Yield

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dc.contributor.advisor Maddah, Bacel
dc.contributor.author El Moghrabi, Amir
dc.date.accessioned 2023-08-23T11:41:18Z
dc.date.available 2023-08-23T11:41:18Z
dc.date.issued 2023-08-23
dc.date.submitted 2023-09-23
dc.identifier.uri http://hdl.handle.net/10938/24126
dc.description.abstract In inventory management, the warehousing cost, in addition to the financial cost, which reflects the economic cost of money tied up in the inventory, make up the inventory holding cost. Accurate estimation for this holding cost is important, especially in non-conventional settings, such as systems with random yield, where the uncertainty in the supply process complicates the analysis. In this research, we develop an exact time discounting formulation for the Economic Order Quantity (EOQ) model with many random yield variants, such as the “stochastically proportional” and the binomial processes. We also propose heuristics, based on the undiscounted cost framework, aimed at obtaining near-optimal ordering policies with simple closed-form variations of the base EOQ. Our numerical results indicate significant cost reduction from using exact time discounting over the classical undiscounted cost approach, which bases the financing cost solely on the amount of received inventory in an order. However, some of our heuristics, especially one based on an “average cost” that inflates the unit cost to account for the wasted supply, perform very well, albeit with a little added complexity with respect to the classical approach.
dc.language.iso en
dc.subject Exact Time Discounting, Random Yield, Stochastically Proportional Supply, Binomial Supply, Screening, EOQ, Inventory Control.
dc.title Exact Time Discounting and Heuristics for the EOQ Model with Random Yield
dc.type Thesis
dc.contributor.department Department of Industrial Engineering and Management
dc.contributor.faculty Maroun Semaan Faculty of Engineering and Architecture
dc.contributor.commembers Salameh, Moueen
dc.contributor.commembers Tarhini, Hussein
dc.contributor.degree Master of Engineering Management
dc.contributor.AUBidnumber 202221602


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