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
Link To Document :
بازگشت