Keywords:-

Keywords: Logistic network optimization, PSO, Parallel computing algorithm, Master-slave PC clusters.

Article Content:-

Abstract

Recently, we have concerned the strategic optimization on logistic network design and developed an efficient two-level solution method. To cope with extremely large-scale problems, in this paper, we propose a novel algorithm for parallel computing. Thereat, noticing the analogy between the two-level algorithms and the master-slave configuration of PC cluster on one hand, and the suitability of the population-based algorithm like particle swarm optimization (PSO) on the other hand, we have developed a parallel procedure that can make overhead and idle time extremely small, and bring about high performance finally.

References:-

References

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J. Kennedy and R. C. Eberhart, 1997, A Discrete Binary Version of the Particle Swarm Algorithm, Proceedings of World Multiconference on Systemics,Cybernetics and Information, Piscataway, NJ.pp. 4104-4109

T. Ohbora, 2005, Bacheor Thesis of Toyohashi University of Technology.

P. S. Pacheco, 1997, Parallel Programming with MPI, Morgan Kaufmann Publisher.

Y. Shimizu, S. Matsuda and T. Wada, 2006, A Flexible Design of Logistic Network against Uncertain Demands through Hybrid Meta-Heuristic Method, Proc. 16th Europe. Symp. On Computer-Aided Process Eng., Garmisch Partenkirchen, Germany, pp. 2051-2056

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Rashidifar, A. A., Rashidifar, M. A., & Abertavi, A. (2016). An Implementation of Parallel Computing for Hierarchical Logistic Network Design Optimization Using PSO Algorithm. International Journal Of Mathematics And Computer Research, 4(06), 1469-1474. Retrieved from http://ijmcr.in/index.php/ijmcr/article/view/54