Research Article
Utilizing Artificial Neural Network for Load Prediction Caused by Fluid Sloshing in Tanks
Table 2
Elman network backpropagation.
| | Algorithm | Time | MSE | RMSE | | Tansig-tansig | Tansig-purelin | Tansig-tansig | Tansig-purelin | Tansig-tansig | Tansig-purelin |
| | traingd | 3.303300 | 8.589501 | 1.3164-04 | 1.5175-04 | 0.0115 | 0.0123 | | trainbr | 6.818249 | 6.233676 | 5.2592-05 | 5.9088-05 | 0.0073 | 0.0077 | | trainscg | 0.792832 | 1.025319 | 8.4818-05 | 3.6562-05 | 0.0092 | 0.0060 | | trainlm | 5.070645 | 3.828751 | 5.5988-05 | 6.9013-05 | 0.0075 | 0.0083 |
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