Abstract:Ongoing research on the use of data-driven techniques for rainfall-runoff modelling and forecasting has stimulated our desire to compare the effectiveness of transparent and black-box type models. Previous studies have shown that models based on Artificial Neural Networks (ANN) provide accurate blackbox type forecasters: whilst Gene Expression Programming (GEP: Ferreira, 2001; 2006) provides transparent models in which the relationship between the independent and the dependant variables is explicitly determine… Show more
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