Prediction and Optimization of Heavy Clay Products Quality - Advanced Materials for Agriculture, Food and Environmental Safety - page 108

Table 4.6 Elements of matrix W 1 and vector B 1 (presented in “bias” column).

Hidden
neuron

SiO 2 Al 2 O 3 Fe 2 O 3 CaO MgO Na 2 O 2 O MnO TiO 2 Te m p B i a s

1 -2.081 1.788 0.294 0.178 -0.128 0.525 -0.385 -0.742 0.153 -0.136 4.303

2 -1.617 -0.658 1.230 -0.303 3.332 -0.919 0.110 0.268 0.137 0.191 0.026

3 -1.835 -0.349 0.475 0.292 0.285 0.962 -4.795 -0.696 0.360 0.063 3.423

4 -1.522 -0.397 -0.003 -0.401 -0.067 -0.727 -0.860 -0.438 -0.266 0.951 -2.299

5 -0.509 0.539 1.484 -1.055 -0.027 -0.059 -2.844 0.188 1.330 0.934 0.796

6 0.584 -0.256 1.098 0.238 -0.380 7.791 -4.704 -0.021 -0.104 0.632 -2.439

7 -0.289 -0.079 0.924 -0.239 -0.173 -0.948 0.208 0.456 1.109 1.425 1.029

8 0.153 -0.108 1.480 0.173 0.020 6.644 -0.797 -0.255 0.556 0.156 -3.370

9 -0.770 -2.474 0.435 -0.016 -0.954 4.408 -0.829 0.329 0.300 0.005 5.236

10 -0.010 0.081 0.475 -0.225 -0.555 0.196 -0.020 2.343 0.108 0.364 -0.664

11 -0.337 -5.783 0.102 1.202 0.712 -1.061 -0.975 1.896 0.496 0.098 -5.807

12 -0.012 -0.021 -0.085 0.209 1.496 -1.128 -0.096 1.643 0.450 0.004 -1.333

13 0.931 -0.264 0.270 1.680 -0.835 0.221 -0.190 2.009 0.156 0.626 -2.714