Table 3.
Characteristic parameters of the ANN-MLP model.
| Neuron | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| First hidden layer | wi | -3.8348 | 5.4522 | 3.1679 | 5.1276 | 5.2126 | 4.8174 | 4.6505 | 5.0408 | -3.4404 | 4.1241 | -4.8222 | 3.1232 | -3.7465 | -3.0789 | -5.3698 |
| -3.836 | 0.4011 | 4.3925 | -1.7458 | 1.4754 | 2.451 | 2.7845 | -1.9087 | 4.1949 | 3.5267 | 2.6375 | -4.4152 | 3.9108 | -4.275 | 0.1695 | ||
| b | 5.4206 | -4.5941 | -3.8842 | -3.0974 | -2.3501 | -1.5808 | -0.691 | 0.1109 | -0.7868 | 1.4991 | -2.1142 | 3.1335 | -3.8843 | -4.7929 | -5.4768 | |
| Second hidden layer | wi | 0.082 | 0.3507 | -0.1512 | -0.0253 | 0.4294 | - | - | - | - | - | - | - | - | - | - |
| -0.5066 | -0.4941 | 0.5051 | 0.1918 | -0.0081 | - | - | - | - | - | - | - | - | - | - | ||
| 0.6262 | 0.2748 | 0.7067 | -0.0442 | -0.4482 | - | - | - | - | - | - | - | - | - | - | ||
| -0.0889 | -0.0442 | 0.0758 | 0.909 | 0.1287 | - | - | - | - | - | - | - | - | - | - | ||
| -0.0669 | 0.6242 | -0.3838 | 0.5546 | 0.8486 | - | - | - | - | - | - | - | - | - | - | ||
| 0.2699 | -0.3457 | -0.0041 | -0.3334 | 0.6843 | - | - | - | - | - | - | - | - | - | - | ||
| -0.1206 | -0.4081 | 0.6197 | 0.2019 | -0.2584 | - | - | - | - | - | - | - | - | - | - | ||
| -0.4705 | -0.0118 | -0.5744 | -0.2166 | 0.2288 | - | - | - | - | - | - | - | - | - | - | ||
| -0.3597 | -0.3911 | 0.4739 | 0.4825 | -0.197 | - | - | - | - | - | - | - | - | - | - | ||
| 0.5149 | 0.0294 | -0.4244 | 0.437 | 0.2985 | - | - | - | - | - | - | - | - | - | - | ||
| 0.4447 | 0.302 | 0.4126 | 0.3153 | -0.5391 | - | - | - | - | - | - | - | - | - | - | ||
| -0.2374 | -0.6688 | -0.1229 | 0.075 | -0.4292 | - | - | - | - | - | - | - | - | - | - | ||
| -0.0538 | -0.3377 | -0.2207 | 0.3147 | 0.6927 | - | - | - | - | - | - | - | - | - | - | ||
| 0.5354 | 0.1026 | -0.0822 | 0.4257 | -0.1948 | - | - | - | - | - | - | - | - | - | - | ||
| 0.654 | 0.4846 | -0.538 | 0.6364 | -0.1201 | - | - | - | - | - | - | - | - | - | - | ||
| b | -1.6171 | -0.9369 | 0.0292 | 0.4807 | 1.4711 | - | - | - | - | - | - | - | - | - | - | |
| Output layer | wl | 0.1342 | -0.4171 | - | - | - | - | - | - | - | - | - | - | - | - | - |
| -0.5398 | -0.2115 | - | - | - | - | - | - | - | - | - | - | - | - | - | ||
| 0.2912 | 0.3019 | - | - | - | - | - | - | - | - | - | - | - | - | - | ||
| 0.0618 | -0.0008 | - | - | - | - | - | - | - | - | - | - | - | - | - | ||
| 0.6243 | 0.849 | - | - | - | - | - | - | - | - | - | - | - | - | - | ||
| b | -0.1918 | -0.6996 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
wi: weights between input and hidden layers.
wl: weights between hidden and output layers.