Title :
Optimization of container handling systems in automated maritime terminals: A hybrid genetic and a tabu search algorithms
Author :
Dkhil, Hamdi ; Yassine, Abdulsalam ; Chabchoub, Habib
Author_Institution :
LOGIQ Lab., Univ. of Sfax, Sfax, Tunisia
Abstract :
In automated maritime terminals at import, containers location problem and QC-AGV-ASC planning are generally treated separately. This approach is not efficient because container location has a direct impact on the QC-AGVASC planning optimality. In this paper, we resolve the planning of QC-AGV-ASC tasks and the containers location problem in automated maritime terminals at import in one time. We propose a new bi-objective model determining the minimal storage time with the optimal storage space organization. We minimize the makespan “date of last task” and the storage space organization with a priority of minimizing the storage time. We organize the storage space by minimizing the risk of unproductive moves caused by containers location decision. We propose a hybrid genetic and a tabu search approaches to solve efficiently the problem.
Keywords :
automatic guided vehicles; cranes; freight containers; freight handling; genetic algorithms; planning; sea ports; search problems; QC-AGV-ASC planning; automated container terminal; automated guided vehicle; automated maritime terminals; automated stacking crane; bi-objective model; container handling system optimization; container location decision; container location problem; date of last task minimization; hybrid genetic algorithms; minimal storage time; optimal storage space organization; quay crane; tabu search algorithms; Containers; Genetic algorithms; Genetics; Layout; Loading; Sociology; Statistics; ACT (Automated Container Terminal); AGV (Automated Guided Vehicle); AGVS (AGV System); ASC (Automated Stacking Crane); Genetic Algorithm; QC (Quay Crane);
Conference_Titel :
Advanced Logistics and Transport (ICALT), 2013 International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4799-0314-6
DOI :
10.1109/ICAdLT.2013.6568516