4.5 Article

Maritime location inventory routing problem for island supply chain network under periodic freight demand

Journal

COMPUTERS & OPERATIONS RESEARCH
Volume 149, Issue -, Pages -

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.cor.2022.106042

Keywords

Maritime transportation; Location routing inventory; Memetic algorithm; Island supply chain

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This study proposes a model that integrates island supply chain network design and periodic freight demand, and develops a bi-level parallel genetic algorithm to solve this model. The results of the numerical analysis demonstrate the effectiveness of this approach, and a sensitivity analysis is conducted to understand the impact of different parameters on the total cost.
This study proposes a model for island supply chain network design that integrates a maritime location inventory routing problem (MLIRP) and considers the periodic freight demand in the network. Owing to the complexity of the MLIRP, a bi-level parallel memetic algorithm (BPMA) was developed for solving the model. The proposed approach was tested on a set of MLIRP instances based on real-life islands in South China Sea and a set of existing benchmark MIRP instances from the literature. The results of the numerical analysis illustrated the effectiveness of the proposed approach. Moreover, a sensitivity analysis was carried out to understand the impacts of various parameters on the changes in total cost.

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