具有分段持有成本的库存系统混合数学模型及其最优策略

Sutrisno, Widowati, Dita Anies Munawwaroh
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引用次数: 8

摘要

本文建立了具有分段持有成本的库存系统的混合数学模型。我们将该系统的混合模型写成分段仿射(PWA)形式。利用模型预测控制方法生成最优策略,即到货数量,使库存水平尽可能地跟踪决策者给出的期望库存水平,使库存系统以最小的总持有成本满足需求。首先将PWA形式的模型转换为混合逻辑动态(MLD)形式,然后将混合系统的模型预测控制应用于MLD形式的混合系统模型。我们用不同的期望库存水平来模拟模型。从计算仿真结果来看,库存水平很好地遵循给定的期望库存水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hybrid mathematical model of inventory system with piecewise holding cost and its optimal strategy
In this paper, we formulate a hybrid mathematical model of an inventory system with piecewise holding cost. We write the hybrid model of this system in the piecewise-affine (PWA) form. We use model predictive control method to generate the optimal strategy i.e. the amount of the arriving product shipment so that the inventory level tracks some desired inventory level given by decision maker as close as possible and this inventory system meets the demand with minimum total holding cost. Firstly, we convert the model of the PWA form into mixed logical dynamic (MLD) form and then we apply the model predictive control for hybrid system to this model in the MLD form. We simulate the model with various desired inventory level. From the computational simulation results, we observed that the inventory level follows the given desired inventory level very well.
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