DocumentCode
3151618
Title
A parallel algorithm for constrained fixed two-staged two-dimensional cutting/packing problems
Author
Hifi, M. ; Negre, S. ; Saadi, T.
Author_Institution
Lab. MIS, Univ. de Picardie Jules Verne, Amiens, France
fYear
2009
fDate
6-9 July 2009
Firstpage
328
Lastpage
330
Abstract
This paper proposes a parallel cooperative algorithm for approximately solving the constrained fixed (non-oriented) two-staged two-dimensional two-dimensional cutting/packing problem. The proposed algorithm considers three key features: a search strategy based on beam-search, a fast filling procedure based on strip generation, and a tighter upper bound applied for refining the selected paths. The algorithm explores, in parallel, a subset of elite nodes following the master-slave paradigm. The master processor guides the search-resolution by maintaining a global list while each slave processor develops its own path according to its internal lists and an internal processor that completes the global paths. The computational investigation shows the good performance of the proposed algorithm which either matches the optima or improves the best known solution values within a reduced runtime.
Keywords
bin packing; search problems; beam-search; constrained fixed two-staged two-dimensional cutting/packing problems; fast filling procedure; global paths; master-slave paradigm; parallel cooperative algorithm; search strategy; slave processor; strip generation; Constraint optimization; Dynamic programming; Filling; Hybrid power systems; Linear programming; Master-slave; Parallel algorithms; Runtime; Strips; Upper bound; Beam-search; branch-and-bound; cooperative; dynamic programming; heuristics; integer programming; masterslave paradigm; optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers & Industrial Engineering, 2009. CIE 2009. International Conference on
Conference_Location
Troyes
Print_ISBN
978-1-4244-4135-8
Electronic_ISBN
978-1-4244-4136-5
Type
conf
DOI
10.1109/ICCIE.2009.5223664
Filename
5223664
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