A three-stage decomposition method for the joint vehicle dispatching and storage allocation problem in automated container terminals

被引:59
作者
Hu, Hongtao [1 ]
Chen, Xiazhong [1 ]
Wang, Tingsong [2 ]
Zhang, Ye [1 ]
机构
[1] Shanghai Maritime Univ, Coll Logist Engn, Shanghai 201306, Peoples R China
[2] Wuhan Univ, Sch Econ & Management, Wuhan 430072, Hubei, Peoples R China
基金
国家教育部科学基金资助; 中国国家自然科学基金;
关键词
Vehicle dispatching; Storage allocation; Three-stage decomposition; Particle swarm optimization; Greedy search; TRANSSHIPMENT HUBS; SCHEDULING PROBLEM; YARD TRUCK; CRANE; OPTIMIZATION; OPERATIONS; SIMULATION; MODELS; TIME; PORT;
D O I
10.1016/j.cie.2019.01.023
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper addresses the joint vehicle dispatching and storage allocation problem in automated container terminals (ACTs). Two types of popular vehicles used in ACTs are considered in this problem: automated lifting vehicles (ALVs) and automated guided vehicles (AGVs). Two mixed-integer linear programming (MILP) models are proposed for the two types of vehicles, with the goal of minimizing the vehicle operating costs. To solve these models, this study develops a three-stage decomposition approach called particle swarm optimization, based on greedy search. Numerical experiments verify the applicability of the proposed models and the efficiency of the proposed algorithm. The study provides an effective vehicle management tool for terminal managers to handle vehicle dispatches in daily operations.
引用
收藏
页码:90 / 101
页数:12
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