A proactive approach for simultaneous berth and quay crane scheduling problem with stochastic arrival and handling time

作者：Han, Xiao le^*; Lu, Zhi qiang; Xi, Li feng

来源：European Journal of Operational Research, 2010, 207(3): 1327-1340.

DOI：10.1016/j.ejor.2010.07.018

• Genetic Algorithm
• Stochastic simulation
• Berth and quay crane scheduling
• Uncertainty

For a container terminal system, efficient berth and quay crane (QC) schedules have great impact on the improvement of both operation efficiency and customer satisfaction. In this paper we address berth and quay crane scheduling problems in a simultaneous way, with uncertainties of vessel arrival time and container handling time. The berths are of discrete type and vessels arrive dynamically with different service priorities. QCs are allowed to move to other berths before finishing processing on currently assigned vessels, adding more flexibility to the terminal system. A mixed integer programming model is proposed, and a simulation based Genetic Algorithm (GA) search procedure is applied to generate robust berth and QC schedule proactively. Computational experiment shows the satisfied performance of our developed algorithm under uncertainty.

• 出版日期2010-12-16
• 单位上海交通大学