Research Article
Optimized Parameter Settings of Binary Bat Algorithm for Solving Function Optimization Problems
Table 2
Performance comparison of BBA under different
.
| Function | Result | Simulation results of BBA under different | Minimum time (s) | 0.25 | 0.4 | 0.6 | 0.9 |
| | Average | 1.6 | 1.05 | 0.656 | 1.074 | 10.065 s | Std. | 3.6423 | 3.3974 | 3.0026 | 2.913 | Optimum | 2 | 2 | 2 | 0 | | Average | 26.58 | 28.176 | 27.068 | 26.984 | 11.618 s | Std. | 6.4989 | 7.8753 | 6.0687 | 6.5658 | Optimum | 25 | 25 | 29 | 27 | | Average | 0.42459 | 0.13147 | 0.55776 | 0.16727 | 11.112 s | Std. | 0.30212 | 0.30663 | 0.39227 | 0.33251 | Optimum | 0.39603 | 0.55776 | 0.20291 | 0.39603 | | Average | −83.269 | −83.287 | −83.282 | −82.781 | 12.209 s | Std. | 2.5872 | 2.7421 | 3.194 | 2.9798 | Optimum | −83.306 | −82.464 | −84.147 | −83.306 | | Average | 0.040308 | 0.0072643 | 0.012536 | 0.0078837 | 11.426 s | Std. | 0.040308 | 0.028619 | 0.037926 | 0.031519 | Optimum | 0.0061266 | 0.011729 | 0.0068217 | 0.0053477 | | Average | 1.172 | 1.008 | 0.85 | 0.986 | 11.01 s | Std. | 3.4621 | 2.9782 | 3.608 | 2.7468 | Optimum | 1 | 3 | 1 | 1 |
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