| Line |
Pseudocode |
| 1 |
Generate an initial population randomly; |
| 2 |
Initialize performance vectors, CC_performance and pop_performance; |
| 3 |
FEs_cycle_init = FEs_total/ cycles_number; |
| 4 |
while (FEs>0) do |
| 5 |
FEs_cycle = FEs_cycle_init; |
| 6 |
Randomly shuffle indices; |
| 7 |
Randomly select CC_size and pop_size from CC_performance and pop_performance; |
| 8 |
while (FEs_cycle>0) do |
| 9 |
Find the best fitness value before the optimization cycle f_best_before; |
| 10 |
for i=1 to CC_size |
| 11 |
Evaluate the i-th subcomponent using the SHADE algorithm; |
| 12 |
end for |
| 13 |
Find the best fitness value after the optimization cycle f_best_after; |
| 14 |
Evaluate performance of CC_size and pop_size using eq. (2); |
| 15 |
Update CC_performance and pop_performance; |
| 16 |
end while |
| 17 |
end while |
| 18 |
Generate an initial population randomly; |
