Table 11 Verification of Computational Complexity for the StMA Algorithm.
From: A sterna migration algorithm-based efficient bionic engineering optimization algorithm
Dimension (D) | Population Size (\({N}_{pop}\)) | Runtime (s) | Theoretical Complexity |
|---|---|---|---|
10 | 50 | 0.0021 | 100,000 |
20 | 30 | 0.0014 | 120,000 |
30 | 40 | 0.0020 | 240,000 |
40 | 50 | 0.0033 | 400,000 |
50 | 60 | 0.0035 | 600,000 |
60 | 70 | 0.0047 | 840,000 |
70 | 80 | 0.0055 | 1,120,000 |
80 | 80 | 0.0076 | 1,280,000 |
