Modification of self-organizing migration algorithm for OpenCL framework

Michal Pavlech, Jan Seckar
Faculty of Applied Informatics, Tomas Bata University in Zlin, nam. T.G.Masaryka 5555, 760 01 Zlin, Czech Republic
Advances in Mathematical and Computational Methods, 2012


   title={Modification of self-organizing migration algorithm for OpenCL framework},

   author={Pavlech, Michal and Seckar, Jan},



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This paper deals with modification of self-organizing migration algorithm using the OpenCL framework. This modification allows the algorithm to exploit modern parallel devices, like central processing units and graphics processing units. The main aim was to create algorithm which shows significant speedup when compared to sequential variant. Second aim was to create the algorithm robust and portable to allow its execution on a range of different devices. Results of tests presented in this paper show that both aims were successfully fulfilled.
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