Please use this identifier to cite or link to this item:
|Title:||Three-dimensional bin packing problem with variable bin height|
|Authors:||Wu, Y. |
de Souza, R.
|Keywords:||Batch bin packing|
Mixed integer programming
|Citation:||Wu, Y., Li, W., Goh, M., de Souza, R. (2010). Three-dimensional bin packing problem with variable bin height. European Journal of Operational Research 202 (2) : 347-355. ScholarBank@NUS Repository. https://doi.org/10.1016/j.ejor.2009.05.040|
|Abstract:||This paper studies a variant of the three-dimensional bin packing problem (3D-BPP), where the bin height can be adjusted to the cartons it packs. The bins and cartons to be packed are assumed rectangular in shape. The cartons are allowed to be rotated into any one of the six positions that keep the carton edges parallel to the bin edges. This greatly increases the difficulty of finding a good solution since the search space expands significantly comparing to the 3D-BPP where the cartons have fixed orientations. A mathematical (mixed integer programming) approach is modified based on [Chen, C. S., Lee, S. M., Shen, Q. S., 1995. An analytical model for the container loading problem. European Journal of Operational Research 80 (1), 68-76] and numerical experiments indicate that the mathematical approach is not suitable for the variable bin height 3D-BPP. A special bin packing algorithm based on packing index is designed to utilize the special problem feature and is used as a building block for a genetic algorithm designed for the 3D-BPP. The paper also investigates the situation where more than one type of bin are used and provides a heuristic for packing a batch of cartons using the genetic algorithm. Numerical experiments show that our proposed method yields quick and satisfactory results when benchmarked against the actual packing practice and the MIP model with the latest version of CPLEX. © 2009 Elsevier B.V. All rights reserved.|
|Source Title:||European Journal of Operational Research|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Aug 14, 2018
WEB OF SCIENCETM
checked on Aug 7, 2018
checked on Jun 15, 2018
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.