Crane scheduling with spatial constraints

In this work, we examine port crane scheduling with spatial and separation constraints. Although common to most port operations, these constraints have not been previously studied. We assume that cranes cannot cross, there is a minimum distance between cranes and jobs cannot be done simultaneously. The objective is to find a crane-to-job matching which maximizes throughput under these constraints. We provide dynamic programming algorithms, a probabilistic tabu search, and a squeaky wheel optimization heuristic for solution. Experiments show the heuristics perform well compared with optimal solutions obtained by CPLEX for small scale instances where a squeaky wheel optimization with local search approach gives good results within short times. © 2004 Wiley Periodicals, Inc. Naval Research Logistics, 2004.

[1]  Yi Zhu,et al.  Crane scheduling using tabu search , 2002, 14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings..

[2]  David Joslin,et al.  "Squeaky Wheel" Optimization , 1998, AAAI/IAAI.

[3]  Alex M. Andrew,et al.  Modern Heuristic Search Methods , 1998 .

[4]  Carlos F. Daganzo,et al.  THE CRANE SCHEDULING PROBLEM , 1989 .

[5]  Martin W. P. Savelsbergh,et al.  Heuristic Optimization: A hybrid AI/OR approach , 1997 .

[6]  T. Glenn Bailey,et al.  The airport gate assignment problem: mathematical model and a tabu search algorithm , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[7]  Y. Ge,et al.  Crane scheduling with time windows in circuit board production lines , 1995 .

[8]  Hirofumi Matsuo,et al.  Crane scheduling problem in a computer-integrated manufacturing environment , 1991 .

[9]  Katta G. Murty,et al.  Operations Research: Deterministic Optimization Models , 1994 .

[10]  Hirofumi Matsuo,et al.  A knowledge-based system for stacker crane control in a manufacturing environment , 1989, IEEE Trans. Syst. Man Cybern..

[11]  Peng-Hong Koh,et al.  Using simulation to preview plans of a container port operations , 1994, Proceedings of Winter Simulation Conference.

[12]  Carlos F. Daganzo,et al.  A branch and bound solution method for the crane scheduling problem , 1990 .

[13]  Chung-Lun Li,et al.  Analysis of a new vehicle scheduling and location problem , 2001 .

[14]  Yi Zhu,et al.  Crane Scheduling using SWO with Local Search , 2002 .

[15]  Jiefeng Xu,et al.  Optimizing a Ring-Based Private Line Telecommunication Network Using Tabu Search , 1999 .