Table 3 The initial and training parameters
Parameters | Numerical value | Significance |
|---|---|---|
indim | 16 | Number of input variables |
hiddennum | 5 | Number of hidden unit |
outdim | 1 | Number of output variables |
vmax | 1 | Maximum velocity |
minerr | 0.0001 | Minimum error |
wmax | 0.95 | Maximum inertia weight |
wmin | 0.10 | Minimum inertia weight |
itermax | 100 | Maximum iteration number |
c1 | 2.5 | Local learning factor |
c2 | 2.7 | Global learning factor |
k | 0.37 | Shrinkage factor |
N | 75 | Number of particles |
D2 | 116 | Length of particle |