Table 1 Running time comparisons of algorithms for Rastrigin function.
From: A hybrid metaheuristic algorithm for antimicrobial peptide toxicity prediction
Algorithms | Average | Standard deviation | Average time (s) |
|---|---|---|---|
AOA | 8949.10 | 3099.44 | 0.60 |
SCA | 1337.74 | 615.063 | 0.23 |
WOA | 6779.46 | 3050.33 | 0.19 |
GNDO | 370.971 | 275.086 | 1.14 |
GWO | 41.7309 | 18.1735 | 0.83 |
IGWO | 35.6943 | 8.81669 | 1.98 |
PSO | 18.6498 | 8.11710 | 2.64 |
h-PSOGNDO | 14.8236 | 6.73847 | 0.85 |
