Abstract
In this paper we consider the consolidation operations in the groupage process. Containers, arriving from different origins carry objects with the same destination. We address the problem of inserting objects with the same destination into a new container. It is a three-dimensional bin-packing problem where several operational constraints are taken into account. We develop a simple but effective heuristic to solve the problem. This is based on the well-known next fit procedure where the concept of multi-layer is introduced. The defined heuristic allows to save empty space in the container dealing with a high impact on the real application. We present the main features of a decision support system that can help the logistic operators to implement a consolidation/deconsolidation hub.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Amossen, R.R., Pisinger, D.: Multi-dimensional bin packing problems with guillotine constraints. Comput. Oper. Res. 37(11), 1999–2006 (2010)
Bortfeldt, A., Gehring, H.: A hybrid genetic algorithm for the container loading problem. Eur. J. Oper. Res. 131(1), 143–161 (2001)
Bortfeldt, A., W\(\ddot{a}\)scher, G.: Constraints in container loading a state-of-the-art review. Eur. J. Oper. Res. 229(1), 1–20 (2013)
Brandt, F., Nickel, S.: The air cargo load planning problem - a consolidated problem definition and literature review on related problems. Eur. J. Oper. Res. (2018)
Chung, F.K.R., Garey, M.R., Johnson, D.S.: On packing two-dimensional bins. SIAM J. Algebr. Discret. Methods 3, 66–76 (1982)
Corcoran, A.L., Wainright, R.L.: A genetic algorithm for packing in three dimensions. In: Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing: Technological Challenges of the 1990’s, pp. 1021–1030 (1992)
Egeblada, J., Garavelli, C., Lisi, S., Pisinger, D.: Heuristics for container loading of furniture. Eur. J. Oper. Res. 200(3), 881–892 (2010)
Faroe, O., Pisinger, D., Zachariasen, M.: Guided local search for the three-dimensional bin packing problem. INFORMS J. Comput. 15(3), 267–283 (2003)
Junqueira, L., Morabito, R., Sato Yamashita, D.: Three-dimensional container loading models with cargo stability and load bearing constraints. Comput. Oper. Res. 39, 74–85 (2012)
Lodi, A., Martello, S., Vigo, D.: Heuristic algorithms for the three-dimensional bin packing problem. Eur. J. Oper. Res. 141(2), 410–420 (2002)
Lodi, A., Martello, S., Vigo, D.: Recent advances on two-dimensional bin packing problems. Discret. Appl. Math. 123(1), 379–396 (2002)
Martello, S., Pisinger, D., Vigo, D.: The three-dimensional bin packing problem. Oper. Res. 48(2) (2000)
Miyazawa, F.K., Wakabaysashi, Y.: An algorithm for the three dimensional bin packing problem with asymptotic performance analysis. Algorithmica 18, 122–144 (1996)
Muritiba, A.E.F., Iori, M., Malaguti, E., Toth, P.: Algorithms for the bin packing problem with conflicts. INFORMS J. Comput. 22(3), 401–415 (2010)
Wilbaut, C., Hanafi, S., Salhi, S.: A survey of effective heuristics and their application to a variety of knapsack problems. IMA J. Manag. Math. 19(3), 227–244 (2008)
Acknowledgements
The authors are grateful to project Groupage (funded by the European Union and Calabria Region—POR FESR Calabria 2007/2013 Asse I Ricerca Scientifica, Innovazione Tecnologica e Societá dell’Informazione) for financial support of this research.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this chapter
Cite this chapter
Di Puglia Pugliese, L., Guerriero, F., Calbi, R. (2019). Solving a Three-Dimensional Bin-Packing Problem Arising in the Groupage Process: Application to the Port of Gioia Tauro. In: Dell'Amico, M., Gaudioso, M., Stecca, G. (eds) A View of Operations Research Applications in Italy, 2018. AIRO Springer Series, vol 2. Springer, Cham. https://doi.org/10.1007/978-3-030-25842-9_3
Download citation
DOI: https://doi.org/10.1007/978-3-030-25842-9_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-25841-2
Online ISBN: 978-3-030-25842-9
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)