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Simulation and Prediction for Groundwater Dynamics Based on RBF Neural Network 被引量:1

Simulation and Prediction for Groundwater Dynamics Based on RBF Neural Network
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摘要 Based on MATLAB, a new model-BRF network model is founded to be used in groundwater dynamic simulation and prediction. It is systematically studied about the training sample set, testing sample set, the pretreatment of the original data, neural network construction, training, testing and evaluating the entire process. A favorable result is achieved by applying the model to simulate and predict groundwater dynamics, which shows this new method is precise and scientific. Based on MATLAB, a new model-BRF network model is founded to be used in groundwater dynamic simulation and prediction. It is systematically studied about the training sample set, testing sample set, the pretreatment of the original data, neural network construction, training, testing and evaluating the entire process. A favorable result is achieved by applying the model to simulate and predict groundwater dynamics, which shows this new method is precise and scientific.
出处 《Journal of Water Resource and Protection》 2012年第7期540-544,共5页 水资源与保护(英文)
关键词 Dynamic Simulation and FORECAST GROUNDWATER BP NETWORK RBF NETWORKS Dynamic Simulation and Forecast Groundwater BP Network RBF Networks
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