Table 3.
Minimum optimization results of Griewank function.
| Optimization | Average value | Standard deviation | The optimal value | Worst value | Time-consuming (seconds) |
|---|---|---|---|---|---|
| Traditional genetic algorithm | 0.9872 | 1.2853 | 0.0508 | 5.1266 | 2.451 |
| Gaussian mutation genetic algorithm | 0.0601 | 0.0499 | 3.86E-04 | 0.2012 | 3.697 |
| Improved genetic algorithm | 3.00E-03 | 4.00E-03 | 1.00E-06 | 1.11E-02 | 4.581 |