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Hybrid Particle Swarm and Neural Network Approach for Streamflow Forecasting

A. Sedki, D. 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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