Inventory control is an important method for decreasing the cost of supplier chain. An Inventory optimization problem based on VMI is put forward, and why classical DP (Dynamic Programming)algorithm is not applicable, then a semi-Markov Model is constructed and a reinforcement learning algorithm is applied, at last an example is used to explain the procedure of the algorithm.
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曹旭 邓胜春 黄虎杰. 供应商管理库存模式下库存优化研究[J]. 科学技术与工程, 2006, (15): 2316-23202326. CAO Xu, DENG Shengshun, HUANG Hujie. Research of Inventory Optimization Based on Vendor Managed Inventory Model[J]. Science Technology and Engineering,2006,(15):2316-23202326.