Title :
High Performance Peer-to-Peer Distributed Computing with Application to Constrained Two-Dimensional Guillotine Cutting Problem
Author :
Hifi, Mhand ; Saadi, Toufik ; Haddadou, Nawel
Author_Institution :
Lab. MIS, Univ. de Picardie JulesVerne, Amiens, France
Abstract :
This paper proposes a parallel peer-to-peer cooperative algorithm for approximately solving the constrained fixed-orientation two-staged two-dimensional cutting problem. The resolution process is based in three mechanisms: a beam-search search strategy, a strip generation filling procedure, and a upper bound applied for refining the selected paths. The algorithm explores, in parallel, a subset of elite nodes where each processor develops its own path according to its internal lists. the algorithms adapts to the number of processors available on the peer-to-peer platform by backuping the plateform the partial solutions. The computational investigation on the P2Pdc environment shows the good efficiency of the proposed algorithm.
Keywords :
bin packing; peer-to-peer computing; set theory; tree searching; beam-search strategy; branch-and-bound; constrained two-dimensional guillotine cutting problem; elite nodes; high performance peer-to-peer distributed computing; parallel peer-to-peer cooperative algorithm; strip generation filling procedure; Approximation algorithms; Parallel algorithms; Peer to peer computing; Scattering; Search problems; Strips; Upper bound; beam search stategy; branch-and-bound; cooperative; dynamic programming; heuristics; integer programming; optimization; peer-to-peer;
Conference_Titel :
Parallel, Distributed and Network-Based Processing (PDP), 2011 19th Euromicro International Conference on
Conference_Location :
Ayia Napa
Print_ISBN :
978-1-4244-9682-2
DOI :
10.1109/PDP.2011.56