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Revista Ingenierías Universidad de Medellín

Print version ISSN 1692-3324

Abstract

COTE, Julián; MONCADA, Camilo  and  CORREA, Rodrigo. Evaluation of a Digital Signal Processor (DSP) Implementation of Hybrid Particle Swarm Optimization (PSO) Algorithm and the Simplex. Rev. ing. univ. Medellín [online]. 2011, vol.10, n.19, pp.201-210. ISSN 1692-3324.

This article shows the main results of an evaluation related to the implementation of the convergence PSO method assured in alternating topology with the simplex method, in a Digital Signal Processor (DSP). Comparisons on the performance of testing functions conventionally used for the evaluation of optimization algorithms were made. A programming was executed on the DSP confirming the feasibility of its implementation in this kind of device characterized by its small size, low cost, and portable feature. Despite this achievement, it was found that its longest computation time is still its main weakness, at least with the kind of functions tested.

Keywords : PSO; simplex; DSP; optimization; algorithm; hybrid.

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