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Column generation for the variable cost and size bin packing problem with fragmentation

Academic Article
Publication Date:
2016
Citation:
Column generation for the variable cost and size bin packing problem with fragmentation / M. Casazza, A. Ceselli. - In: ELECTRONIC NOTES IN DISCRETE MATHEMATICS. - ISSN 1571-0653. - 55:(2016), pp. 61-64. ((Intervento presentato al 14. convegno CTW tenutosi a Gargnano nel 2016 [10.1016/j.endm.2016.10.016].
abstract:
Bin Packing Problems with Item Fragmentation (BPPIF) are variants of classical Bin Packing in which items can be split at a price. We extend BPPIF models from the literature by allowing a set of heterogeneous bins, each potentially having a different cost and capacity. We introduce extended formulations and column generation algorithms to obtain good bounds with reasonable computing effort. We test our algorithms on instances from the literature. Our experiments prove our approach to be more effective than state-of-the-art general purpose solvers.
IRIS type:
01 - Articolo su periodico
Keywords:
Bin Packing; Column Generation; Item Fragmentation; Variable Cost and Size
List of contributors:
M. Casazza, A. Ceselli
Authors of the University:
CESELLI ALBERTO ( author )
Link to information sheet:
https://air.unimi.it/handle/2434/458581
Full Text:
https://air.unimi.it/retrieve/handle/2434/458581/741488/2016_ENDM_Casazza_Ceselli_VSCBPPF.pdf
Project:
Towards Research on decomposition Methods for Next Generation Analytics
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Research Areas

Concepts (2)


Settore INF/01 - Informatica

Settore MAT/09 - Ricerca Operativa
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