To avoid the pitfalls associated with both overfitting and underfitting, we used Akaike's Information Criterion to optimize the number of knots within the spline model; our optimal model incorporated knots at 4-month intervals (27).
With all optimal solutions at hand it is easy to pick those which additionally optimize the number of "surviving" EM.
And to optimize the number of skips, an angle of 20 degrees is best.
There are obviously some simplifications that can occur to optimize the number of operations, which will be detailed later.
To optimize the number of experiments to be performed, central composite design was used.
This approach is able to optimize the number layers, neurons per layers, network functions, weights and bias.
This method has been used to optimize the number of equalizer taps and the distribution of signal processing between analog and digital domains.
Accordingly, a non-linear programming is proposed to identify separable modules and simultaneously optimize the number of modules.
For this purpose, we design a data processing scheme to optimize the number of RBFs and their parameters simultaneously.
Finally, a Greedy Algorithm is applied to optimize the number of virtual channel for every link based on its traffic needs.
The idea of WLGP is to detect and optimize the number of significant spectral bands of predictors in order to forecast the original predictand (drought index) directly.
