基于差分进化算法的铝矾土转运船队规模优化研究

    Optimization of fleet size for bauxite transshipment using differential evolution algorithm

    • 摘要: 针对干散货船运输航线上船舶转运中的船队规模问题,以年度总租船成本最小为目标,考虑转运过程中的不确定需求、港口堆存限制和潮汐时间窗等约束,建立整数线性规划模型。以渤海湾地区进口铝矾土从烟台港转运至滨州套尔河港区的转运航线为例对模型进行应用和验证,并采用差分进化算法求解问题模型。结果表明:该转运航线上船舶每月航行13个简单航次;转运船队的规模受运价的影响最大;货主应选择提前转运货物以减轻堆存压力的同时保证租船成本最小。

       

      Abstract: An integer programming model is built to optimize bauxite transshipment fleet for minimum annual total charter costs. The optimization is under the constraints of inconsistency of the demand for transshipment, the limitation of port storage capacity and the tidal time window. The model is applied to the transshipment line from Yantai port to Taoer river harbor, Binzhou for verification. The model is solved with the differential evolution algorithm. The results suggest that every ship to do 13 voyages a month is appropriate. It is seen that the freight has most significant impact on reasonable size of the fleet and the shipper should choose ahead of transshipment schedule, which will alleviate the pressure on port storage and, meantime, keep the charter cost minimum.

       

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