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Hybrid Particle Swarm and Neural Network Approach for Streamflow Forecasting

A. SedkiD. Ouazar — 2010

Mathematical Modelling of Natural Phenomena

In this paper, an artificial neural network (ANN) based on hybrid algorithm combining particle swarm optimization (PSO) with back-propagation (BP) is proposed to forecast the daily streamflows in a catchment located in a semi-arid region in Morocco. The PSO algorithm has a rapid convergence during the initial stages of a global search, while the BP algorithm can achieve faster convergent speed around the global optimum. By combining the PSO with...

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