摘要 : Artificial neural networks (ANNs) become widely used for runoff forecasting in numerous studies. Usually classical gradient-based methods are applied in ANN training and a single ANN model is used. To improve the modelling perform... 展开
作者 | Piotrowski~ Adam P. Napiorkowski~ Jaroslaw J. Osuch~ Marzena Napiorkowski~ Maciej J. |
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作者单位 | |
期刊名称 | 《Hydrological sciences journal》 |
页码/总页数 | 1903-1925 / 23 |
语种/中图分类号 | 英语 / P33 |
关键词 | catchment runoff forecasting artificial neural networks ensemble averaging evolutionary algorithms differential evolution population size |
DOI | 10.1080/02626667.2015.1085650 |
馆藏号 | P-152 |