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An Intelligent Computational Approach To The Optimization Of Inventory Policies For Single Company, Qinglin Duan
An Intelligent Computational Approach To The Optimization Of Inventory Policies For Single Company, Qinglin Duan
LSU Master's Theses
This study develops and tests a computational approach for determining optimal inventory policies for single company. The computational approach generally comprises of two major components: a meta-heuristic optimizer and an event-driven inventory evaluation module. Meta-heuristic is a powerful search technique, under the intelligent computational paradigm. The approach is capable of determining optimal inventory policy under various demand patterns regardless their distribution for a variety of inventory items. Two prototypes of perishability are considered: (1) sudden deaths due to disasters and (2) outdating due to expirations. Since every theoretical model is specially designed for a certain type of inventory problem while …