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Parallelization of calculations using GPU in optimization approach for macromodels construction

Petro Stakhiv, Iryna Strubytska, Yuriy Kozak
Technical University of Lodz
Przeglad Elektrotechniczny, 2012

@article{stakhiv2012parallelization,

   title={Parallelization of calculations using GPU in optimization approach for macromodels construction},

   author={STAKHIV, P. and STRUBYTSKA, I. and KOZAK, Y.},

   year={2012}

}

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Construction of mathematical models for nonlinear dynamical systems using optimization requires significant computation efforts to solve the optimization task. The most CPU time is required by optimization procedure for goal function calculations, which is repeated many times for different model parameters. This allows to use processors with SIMD architecture of calculation parallelization. The effectiveness of such parallelization is the subject of investigation in this paper.
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