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发布时间：2019-03-12

论文类型：期刊论文

发表时间：2017-03-01

发表刊物：JOURNAL OF NAVIGATION

收录刊物：SCIE

卷号：70

期号：2

页面范围：395-410

ISSN号：0373-4633

关键字：Container shipping; Network optimisation; Steering vector; Max-Min Ant System algorithm

摘要：Container shipping is one of the most important transport modes in international trade. For a large-scale container shipping network, an optimisation model is proposed to minimise the total shipping cost of container flow. Considering the directional property of the container shipping process, a steering vector search pattern is incorporated in a Max-Min Ant System (MMAS) solving algorithm, and an orthogonal array method is adopted in parameter settings. In numerical experiments, a traditional ant colony algorithm and an MMAS algorithm based on a steering vector search pattern are used respectively to optimise the network of five node scales. The results show that a steering vector search pattern can speed up the computation process and improve the optimisation effect.