The ordered open-end bin-packing problem is a variant of the bin-packing problem in which the items to be packed are sorted in a given order and the capacity of each bin can be exceeded by the last item packed into the bin. We present a branch-and-price algorithm for its exact optimization. The pricing subproblem is a special variant of the binary knapsack problem, in which the items are ordered and the last one does not consume capacity. We present a specialized optimization algorithm for this subproblem. The speed of the column generation algorithm is improved by subgradient optimization steps, allowing for multiple pricing and variable fixing. Computational results are presented on instances of different sizes and items with different correlations between their size and their position in the given order.

An optimization algorithm for the ordered open-end bin-packing problem / A. Ceselli, G. Righini. - In: OPERATIONS RESEARCH. - ISSN 0030-364X. - 56:2(2008), pp. 425-436.

An optimization algorithm for the ordered open-end bin-packing problem

A. Ceselli
Primo
;
G. Righini
Ultimo
2008

Abstract

The ordered open-end bin-packing problem is a variant of the bin-packing problem in which the items to be packed are sorted in a given order and the capacity of each bin can be exceeded by the last item packed into the bin. We present a branch-and-price algorithm for its exact optimization. The pricing subproblem is a special variant of the binary knapsack problem, in which the items are ordered and the last one does not consume capacity. We present a specialized optimization algorithm for this subproblem. The speed of the column generation algorithm is improved by subgradient optimization steps, allowing for multiple pricing and variable fixing. Computational results are presented on instances of different sizes and items with different correlations between their size and their position in the given order.
Combinatorial optimization
Settore MAT/09 - Ricerca Operativa
Settore INF/01 - Informatica
2008
Article (author)
File in questo prodotto:
Non ci sono file associati a questo prodotto.
Pubblicazioni consigliate

I metadati presenti in AIR sono rilasciati con licenza CCO mentre i file delle pubblicazioni sono rilasciati con licenza CC BY-SA, salvo diversa indicazione. In caso di violazione di copyright, contattare l'assistenza di AIR

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/36251
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 22
  • ???jsp.display-item.citation.isi??? 16
  • OpenAlex ND
social impact