Table 8 Effect of different maximum generations on evaluation results.
From: Optimization of ore production scheduling strategy using NSGA-II-GRA in open-pit mining
Population size | Single run time | Maximum generations | Hypervolume | Spread | Spacing | Robustness |
|---|---|---|---|---|---|---|
300 | 6”47 | 200 | −5.18 \(\times 10^{13}\) | 0.44 | 101,649 | 281,491 |
6”21 | 300 | −5.28 \(\times 10^{13}\) | 0.73 | 198,346 | 285,859 | |
6”06 | 400 | −3.95 \(\times 10^{13}\) | 0.70 | 183,218 | 297,881 | |
5”87 | 500 | −4.61 \(\times 10^{13}\) | 0.47 | 112,310 | 287,311 | |
7”38 | 600 | −5.21 \(\times 10^{13}\) | 1.44 | 640,945 | 275,736 | |
6”32 | 700 | −4.80 \(\times 10^{13}\) | 0.89 | 256,599 | 288,640 | |
6”21 | 800 | −5.56 \(\times 10^{13}\) | 0.37 | 88,944 | 283,334 |
