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Mathematical Problems in Engineering
Volume 2015, Article ID 548762, 14 pages
http://dx.doi.org/10.1155/2015/548762
Research Article

Simulation-Based Optimization for Storage Allocation Problem of Outbound Containers in Automated Container Terminals

1Logistics Engineering College, Shanghai Maritime University, 1550 Haigang Avenue, Shanghai 201306, China
2Container Supply Chain Technology Engineering Research Center, Shanghai Maritime University, 1550 Haigang Avenue, Shanghai 201306, China
3Logistics Research Center, Shanghai Maritime University, 1550 Haigang Avenue, Shanghai 201306, China
4Taicang Port SIPG ZHENGHE Container Terminal Co., Ltd., 8 North Circular Road, Taicang Port Area, Jiangsu 215438, China

Received 11 June 2015; Revised 25 August 2015; Accepted 2 September 2015

Academic Editor: Alessandro Gasparetto

Copyright © 2015 Ning Zhao et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. C. Mi, X. He, H. Liu, Y. Huang, and W. Mi, “Research on a fast human-detection algorithm for unmanned surveillance area in bulk ports,” Mathematical Problems in Engineering, vol. 2014, Article ID 386764, 17 pages, 2014. View at Publisher · View at Google Scholar · View at Scopus
  2. C. Mi, Y. Shen, W. Mi, and Y. Huang, “Ship identification algorithm based on 3D point cloud for automated ship loaders,” Journal of Coastal Research, vol. 73, pp. 28–34, 2015. View at Publisher · View at Google Scholar
  3. R. Gujjula and H.-O. Günther, “The impact of storage block assignment for import containers on AGV dispatching in highly automated seaport container terminals,” in Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management (IEEM '08), pp. 1739–1743, Singapore, December 2008. View at Publisher · View at Google Scholar · View at Scopus
  4. J. Luo and Y. Wu, “Modelling of dual-cycle strategy for container storage and vehicle scheduling problems at automated container terminals,” Transportation Research Part E: Logistics and Transportation Review, vol. 79, pp. 49–64, 2015. View at Publisher · View at Google Scholar
  5. R. Dekker, P. Voogd, and E. van Asperen, “Advanced methods for container stacking,” in Container Terminals and Cargo Systems, pp. 131–154, Springer, Berlin, Germany, 2007. View at Google Scholar
  6. B. Borgman, E. van Asperen, and R. Dekker, “Online rules for container stacking,” OR Spectrum, vol. 32, no. 3, pp. 687–716, 2010. View at Publisher · View at Google Scholar · View at Scopus
  7. T. Park, R. Choe, Y. Hun Kim, and K. Ryel Ryu, “Dynamic adjustment of container stacking policy in an automated container terminal,” International Journal of Production Economics, vol. 133, no. 1, pp. 385–392, 2011. View at Publisher · View at Google Scholar · View at Scopus
  8. M. Yu and X. Qi, “Storage space allocation models for inbound containers in an automatic container terminal,” European Journal of Operational Research, vol. 226, no. 1, pp. 32–45, 2013. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  9. H. J. Carlo, I. F. A. Vis, and K. J. Roodbergen, “Storage yard operations in container terminals: literature overview, trends, and research directions,” European Journal of Operational Research, vol. 235, no. 2, pp. 412–430, 2014. View at Publisher · View at Google Scholar · View at Scopus
  10. K. H. Kim and K. T. Park, “A note on a dynamic space-allocation method for outbound containers,” European Journal of Operational Research, vol. 148, no. 1, pp. 92–101, 2003. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at Scopus
  11. W. Mi, W. Yan, J. He, and D. Chang, “An investigation into yard allocation for outbound containers,” COMPEL, vol. 28, no. 6, pp. 1442–1457, 2009. View at Publisher · View at Google Scholar · View at Scopus
  12. Y. Zhang, Q. Zhou, Z. Zhu, and W. Hu, “Storage planning for outbound container on maritime container terminals,” in Proceedings of the IEEE International Conference on Automation and Logistics (ICAL '09), pp. 320–325, IEEE, Shenyang, China, August 2009. View at Publisher · View at Google Scholar · View at Scopus
  13. M. Li and S. Li, “An effective heuristic for yard template design in land-scarce container terminals,” in IEEE International Conference on Industrial Engineering and Engineering Management (IEEM '11), pp. 908–912, Singapore, December 2011. View at Publisher · View at Google Scholar · View at Scopus
  14. L. Chen and Z. Lu, “The storage location assignment problem for outbound containers in a maritime terminal,” International Journal of Production Economics, vol. 135, no. 1, pp. 73–80, 2012. View at Publisher · View at Google Scholar · View at Scopus
  15. Y. H. Jeong, K. H. Kim, Y. J. Woo et al., “A simulation study on a workload-based operation planning method in container terminals,” Industrial Engineeering & Management Systems, vol. 11, no. 1, pp. 103–113, 2012. View at Google Scholar
  16. D.-H. Lee, J. G. Jin, and J. H. Chen, “Schedule template design and storage allocation for cyclically visiting feeders in container transshipment hubs,” Transportation Research Record, vol. 2273, no. 1, pp. 87–95, 2012. View at Publisher · View at Google Scholar · View at Scopus
  17. O. Sharif and N. Huynh, “Storage space allocation at marine container terminals using ant-based control,” Expert Systems with Applications, vol. 40, no. 6, pp. 2323–2330, 2013. View at Publisher · View at Google Scholar · View at Scopus
  18. D. T. Eliiyi, G. Mat, and B. Ozmen, “Storage optimization for export containers in the port of izmir,” PROMET—Traffic & Transportation, vol. 25, no. 4, pp. 359–367, 2013. View at Publisher · View at Google Scholar
  19. W. Hu, H. Wang, and Z. Min, “A storage allocation algorithm for outbound containers based on the outer-inner cellular automaton,” Information Sciences, vol. 281, pp. 147–171, 2014. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  20. L. H. Lee, E. P. Chew, K. C. Tan, and Y. Han, “An optimization model for storage yard management in transshipment hubs,” OR Spectrum, vol. 28, no. 4, pp. 539–561, 2006. View at Publisher · View at Google Scholar · View at Scopus
  21. Y. Han, L. H. Lee, E. P. Chew, and K. Tan, “A yard storage strategy for minimizing traffic congestion in a marine container transshipment hub,” OR Spectrum, vol. 30, no. 4, pp. 697–720, 2008. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  22. L. P. Ku, L. H. Lee, E. P. Chew, and K. C. Tan, “An optimisation framework for yard planning in a container terminal: case with automated rail-mounted gantry cranes,” OR Spectrum, vol. 32, no. 3, pp. 519–541, 2010. View at Publisher · View at Google Scholar · View at Scopus
  23. L. P. Ku, E. P. Chew, L. H. Lee, and K. C. Tan, “A novel approach to yard planning under vessel arrival uncertainty,” Flexible Services and Manufacturing Journal, vol. 24, no. 3, pp. 274–293, 2012. View at Publisher · View at Google Scholar · View at Scopus
  24. X. Jiang, L. H. Lee, E. P. Chew, Y. Han, and K. C. Tan, “A container yard storage strategy for improving land utilization and operation efficiency in a transshipment hub port,” European Journal of Operational Research, vol. 221, no. 1, pp. 64–73, 2012. View at Publisher · View at Google Scholar · View at Scopus
  25. S. H. Won, X. Zhang, and K. H. Kim, “Workload-based yard-planning system in container terminals,” Journal of Intelligent Manufacturing, vol. 23, no. 6, pp. 2193–2206, 2012. View at Publisher · View at Google Scholar · View at Scopus
  26. X. Jiang, E. P. Chew, L. H. Lee, and K. Tan, “Flexible space-sharing strategy for storage yard management in a transshipment hub port,” OR Spectrum, vol. 35, no. 2, pp. 417–439, 2013. View at Publisher · View at Google Scholar · View at MathSciNet · View at Scopus
  27. L. Zhen, “Yard template planning in transshipment hubs under uncertain berthing time and position,” Journal of the Operational Research Society, vol. 64, no. 9, pp. 1418–1428, 2013. View at Publisher · View at Google Scholar · View at Scopus
  28. R. McCormack and G. Coates, “A simulation model to enable the optimization of ambulance fleet allocation and base station location for increased patient survival,” European Journal of Operational Research, vol. 247, no. 1, pp. 294–309, 2015. View at Publisher · View at Google Scholar
  29. B. Dengiz, Y. T. İç, and O. Belgin, “A meta-model based simulation optimization using hybrid simulation-analytical modeling to increase the productivity in automotive industry,” Mathematics and Computers in Simulation, 2015. View at Publisher · View at Google Scholar
  30. J.-F. Cordeau, P. Legato, R. M. Mazza, and R. Trunfio, “Simulation-based optimization for housekeeping in a container transshipment terminal,” Computers and Operations Research, vol. 53, pp. 81–95, 2015. View at Publisher · View at Google Scholar · View at Scopus
  31. T. Murata, “Petri nets: properties, analysis and applications,” Proceedings of the IEEE, vol. 77, no. 4, pp. 541–580, 1989. View at Publisher · View at Google Scholar · View at Scopus
  32. W. M. Zuberek, “Timed Petri nets definitions, properties, and applications,” Microelectronics Reliability, vol. 31, no. 4, pp. 627–644, 1991. View at Publisher · View at Google Scholar · View at Scopus
  33. J. Liu, X. Ye, and J. Zhou, “Test purpose oriented I/O conformance test selection with colored petri nets,” Journal of Applied Mathematics, vol. 2014, Article ID 645235, 10 pages, 2014. View at Publisher · View at Google Scholar · View at Scopus
  34. H. Zhang, H. Zhang, M. Gu, and J. Sun, “Modeling a heterogeneous embedded system in coloured Petri nets,” Journal of Applied Mathematics, vol. 2014, Article ID 943094, 8 pages, 2014. View at Publisher · View at Google Scholar · View at Scopus
  35. J. Zhou, C. Sun, W. Fu, J. Liu, L. Jia, and H. Tan, “Modeling, design, and implementation of a cloud workflow engine based on aneka,” Journal of Applied Mathematics, vol. 2014, Article ID 512476, 9 pages, 2014. View at Publisher · View at Google Scholar · View at Scopus
  36. Y.-S. Weng, Y.-S. Huang, Y.-L. Pan, and M. Jeng, “Design of traffic safety control systems for railroads and roadways using timed Petri nets,” Asian Journal of Control, vol. 17, no. 2, pp. 626–635, 2015. View at Publisher · View at Google Scholar · View at MathSciNet
  37. C. Li, W. Wu, Y. Feng, and G. Rong, “Scheduling FMS problems with heuristic search function and transition-timed Petri nets,” Journal of Intelligent Manufacturing, 2014. View at Publisher · View at Google Scholar · View at Scopus
  38. D. Briskorn, A. Drexl, and S. Hartmann, “Inventory-based dispatching of automated guided vehicles on container terminals,” in Container Terminals and Cargo Systems, pp. 195–214, Springer, Berlin, Germany, 2007. View at Publisher · View at Google Scholar