Table 1.
Name and description of all hyperparameters used in the algorithm.
| Hyperparameter | Description |
|---|---|
| chromosomes | Number of chromosomes |
| probb | Initial probability of blending (pb) |
| factorb | Multiplicative factor for modifying pb |
| maxb | Maximum value of pb |
| iterb | Number of iterations with no improvement before modifying pb |
| probc | Initial probability of crossover (pc) |
| factorc | Multiplicative factor for modifying pc |
| minc | Minimum value of pc |
| iterc | Number of iterations with no improvement before modifying pc |
| probm | Initial probability of blending (pm) |
| factorm | Multiplicative factor for modifying pm |
| minm | Minimum value of pm |
| iterm | Number of iterations with no improvement before modifying pm |
| sigma | Initial value of standard deviation σ of ε for mutation operator |
| factors | Multiplicative factor for modifying σ |
| mins | Minimum value of σ |
| iters | Number of iterations with no improvement before modifying σ |
| max_iter | Maximum number of iterations to run algorithm |
| min_improve | Minimum decrease in value of objective function considered an improvement |
| min_dev | Acceptable value of objective function for stopping algorithm |
| reintroduce | Type of chromosome to be reintroduced |
| iterr | Number of iterations with no improvement before reintroducing chromosome |