Integrating berth allocation and quay crane assignments |
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Authors: | Daofang Chang Zuhua Jiang Wei Yan Junliang He |
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Affiliation: | 1. School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, PR China;2. Container Supply Chain Technology Engineering Research Center, Ministry of Education, Shanghai Maritime University, Shanghai 200135, PR China |
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Abstract: | In this study, a dynamic allocation model using objective programming for berth allocation and quay crane assignments was preliminarily developed based on rolling-horizon approach. Afterwards, a hybrid parallel genetic algorithm (HPGA), which combined parallel genetic algorithm (PGA) and heuristic algorithm, was employed to resolve the proposed model. Furthermore, a simulation was conducted to evaluate the HPGA and to execute relevant gene repair techniques. Eventually, the numerical experiments on a specific container terminal were applied to illustrate the proposed models and algorithms. In so doing, the effectiveness of the proposed approach was verified. |
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