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首页> 外文期刊>MATEC Web of Conferences >A shortest route metaheuristic method for oil palm Fresh Fruit Bunch (FFB) transportation based on genetic algorithm: A case study in PTPN III Indonesia
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A shortest route metaheuristic method for oil palm Fresh Fruit Bunch (FFB) transportation based on genetic algorithm: A case study in PTPN III Indonesia

机译:基于遗传算法的油棕新鲜水果束运输最短路径元启发式方法:以印度尼西亚PTPN III为例

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摘要

Transportation plays a vital role in palm oil industry supply process because it provides the opportunity to continuously create supply operational efficiency and improve supply chain performance. The objective of this paper is to optimize route transportation process to represent a capacitated shortest route problem in palm oil FFB. A metaheuristic method based on genetic algorithm is designed as a model solution for the mathematical model. A case study in PTPN III Indonesia is presented to test the model effectivity and efficiency. The results indicate that the proposed metaheuristic method can find a better route rather than random method used by the company.
机译:运输在棕榈油行业的供应过程中起着至关重要的作用,因为它提供了不断创造供应运营效率并改善供应链绩效的机会。本文的目的是优化路线运输过程,以表示棕榈油FFB中一条有能力的最短路线问题。设计了一种基于遗传算法的元启发式方法作为数学模型的模型求解。提出了印度尼西亚PTPN III的案例研究,以测试模型的有效性和效率。结果表明,所提出的元启发式方法比公司使用的随机方法能找到更好的路由。

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