Optimization Model of Truck Utilization to Minimize Outbound Logistics Cost

I. M. Hakim, Firani Maussandy H. Abbas
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Abstract

The increasing market trend in the FMCG industry in Indonesia causes an increase in the volume of goods that must be sent to customers. Along with the increase in the volume of finished goods to be sent, it is also required a greater logistics activities. However, with high logistics costs, companies must increase efficiency to be able compete in the global market. Therefore, it is necessary to plan outbound logistics activities that regulate the movement of finished goods from the factory to the customers. This study developed a mathematical model to minimize outbound logistics costs based on Mixed Integer Linear Programming (MILP) approach, translated into computer model using Lingo 17.0 programming language, and solved with branch and bound algorithm. Outbound logistics costs include storage cost, handling cost, truck cost, and shuttle cost. The results of this 12-period study shows that the total outbound logistics costs decreased, compared to the previous total outbound logistics costs with an average of 39.76% for each period. In addition, this model also shows an increase usage of large capacity trucks so that the number of trucks decreases by an average of 39.10% for each period and truck utilization increases with an average of 15.21% for each period.
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最小化出站物流成本的货车利用率优化模型
印度尼西亚快速消费品行业的市场增长趋势导致必须发送给客户的货物数量增加。随着成品发送量的增加,也需要更大的物流活动。然而,由于物流成本高,企业必须提高效率才能在全球市场上竞争。因此,有必要计划出站物流活动,以规范成品从工厂到客户的移动。本研究基于混合整数线性规划(MILP)方法建立了物流成本最小化的数学模型,使用Lingo 17.0编程语言将其转化为计算机模型,并采用分支定界算法求解。出库物流成本包括仓储成本、搬运成本、卡车成本和班车成本。这12个时间段的研究结果表明,与之前的总出站物流成本相比,每个时间段的平均出站物流成本下降了39.76%。此外,该模型还显示了大容量卡车使用量的增加,卡车数量每期平均减少39.10%,卡车利用率每期平均增加15.21%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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