A Mixed Approach for Pallet Building Problem with Practical Constraints
Contributo in Atti di convegno
Data di Pubblicazione:
2021
Citazione:
A Mixed Approach for Pallet Building Problem with Practical Constraints / Iori, M., Locatelli, M., Moreira, M.C.O., Silveira, T.. - 417:(2021), pp. 122-139. (22nd International Conference on Enterprise Information Systems, ICEIS 2020 Prague, CZECH REPUBLIC MAY 05-07, 2020) [10.1007/978-3-030-75418-1_7].
Abstract:
We study a pallet building problem that originates from a case study in a company that produces robotized systems for freight transportation and logistics. We generalize the problem by including the concept of family of items, which allows us to consider specific constraints such as visibility and contiguity. We solve the problem with an algorithm based on a two-step strategy: an Extreme Points heuristic is used to group items into horizontal layers and an exact method is invoked to stack layers one over the other to form pallets. The performance of the algorithm is assessed through extensive computational tests on real-world instances. The results show that the exact model considerably increases the solution quality, creating very compact packings with a limited computational effort.
Tipologia CRIS:
Relazione in Atti di Convegno
Keywords:
Exact model; Pallet building problem; Practical constraints; Real-world instances; Two-step heuristic
Elenco autori:
Iori, M.; Locatelli, M.; Moreira, M. C. O.; Silveira, T.
Link alla scheda completa:
Titolo del libro:
ENTERPRISE INFORMATION SYSTEMS, ICEIS 2020
Pubblicato in: